 | Up a level |
Aalian, Y. (2024). Robust Short-Term Scheduling Approach for Underground Mines Using Constraint Programming [Ph.D. thesis, Polytechnique Montréal]. Restricted access
Aalian, Y., Gamache, M., & Pesant, G. (2024). Short-term underground mine planning with uncertain activity durations using constraint programming. Journal of Scheduling, 17 pages. External link
Abdellaoui, A., Benabbou, L., & El Hallaoui, I. (2024). Towards a connection between the capacitated vehicle routing problem and the constrained centroid-based clustering. (Technical Report n° G-2024-24). External link
Abolfazli, M. (2024). Analyzing Incident Effects on Subway Operation [Master's thesis, Polytechnique Montréal]. Restricted access
Abolfazli, M., Trépanier, M., & Labbe, A. (2024). Understanding incident effects on subway operations : clustering analysis of severity patterns. Transportation Research Record: Journal of the Transportation Research Board, 13 pages. External link
Abousaid, S., Benabbou, L., Dagdougui, H., Belhaj, I., Bouzekri, H., & Berrado, A. (2023, May). PV Power Forecasting Using Deep Learning and Physical Models: Case Study of Morocco [Paper]. International Conference on Electrical Systems & Automation, (ICESA 2023), Al Hoceïma, Morocco. Published in Advances in Science, Technology & Innovation/Advances in science, technology & innovation. External link
Aboutalib, Z., & Agard, B. (2024). Improvement of freight consolidation through a data mining-based methodology. International Journal of Logistics Systems and Management, 49(2), 255-273. External link
Adam, L. F. F. (2024). Valorisation des données de maintenance extraites d'un ERP : développement d'un modèle utilisant l'intelligence artificielle pour la prédiction des consommations [Master's thesis, Polytechnique Montréal]. Restricted access
Adam, L., Pellerin, R., & Agard, B. (2024, February). Enhancing maintenance spare parts inventory management method with data-driven demand forecasting [Paper]. 4th IFSA winter-conference on automation, robotics & communications for industry 4.0/5.0 (ARCT 2024), Innsbruck, Austria. External link
Adamo, T., Gendreau, M., Ghiani, G., & Guerriero, E. (2024). A review of recent advances in time-dependent vehicle routing [Discussion or Letter]. European Journal of Operational Research, 15 pages. External link
Agredano, F., Yacout, S., & Simard, D. (2024, May). Predictive Modeling for Quality Control in Multi-Stage Manufacturing Using Artificial Intelligence [Paper]. IISE Annual Conference and Expo, Montreal, QC, Canada. Unavailable
Al-Sakkari, E. G., Ragab, A., Ali, M., Dagdougui, H., Boffito, D. C., & Amazouz, M. (2024, July). Learn-to-design : reinforcement learning-assisted chemical process optimization [Paper]. 10th International Conference on Foundations of Computer Aid Process Design (FOCAPD 2024), Breckenridge, Colorado, USA. Published in Systems & Control Transactions, 3. External link
Al-Sakkari, E. G., Ragab, A., Ali, M., Dagdougui, H., Boffito, D. C., & Amazouz, M. (2024, July). Learn-To-Design: Reinforcement Learning-Assisted Chemical Process Optimization [Paper]. Foundations of Computer Aided Process Design (FOCAPD 2024), Breckenridge, Colorado, USA. Published in Systems and Control Transactions, 3. Available
Al-Sakkari, E. G., Ragab, A., Amer, M., Ajao, O., Benali, M., Boffito, D. C., Dagdougui, H., & Amazouz, M. (2024). Ensemble machine learning to accelerate industrial decarbonization: Prediction of Hansen solubility parameters for streamlined chemical solvent selection. Digital Chemical Engineering, 14, 100207 (26 pages). External link
Al-Sakkari, E. G., Ragab, A., Dagdougui, H., Boffito, D. C., & Amazouz, M. (2024). Carbon capture, utilization and sequestration systems design and operation optimization: Assessment and perspectives of artificial intelligence opportunities. Science of the Total Environment, 917, 170085 (32 pages). External link
Aldirany, Z. (2024). Accurate Approximations of the Wave Equation: From Spectral Element Methods to Deep Learning Approaches [Ph.D. thesis, Polytechnique Montréal]. Restricted access
Aldirany, Z., Cottereau, R., Laforest, M., & Prudhomme, S. (2024). Multi-level neural networks for accurate solutions of boundary-value problems. Computer Methods in Applied Mechanics and Engineering, 419, 116666 (23 pages). External link
Aldirany, Z., Cottereau, R., Laforest, M., & Prudhomme, S. (2024). Operator approximation of the wave equation based on deep learning of Green's function. Computers & Mathematics with Applications, 159, 21-30. External link
Alenjareghi, M. J., Keivanpour, S., Chinniah, Y. A., & Jocelyn, S. (2024). Computer vision-enabled real-time job hazard analysis for safe human–robot collaboration in disassembly tasks. Journal of Intelligent Manufacturing. External link
Alenjareghi, M. J., Keivanpour, S., Chinniah, Y. A., Jocelyn, S., & Oulmane, A. (2024). Safe human-robot collaboration: a systematic review of risk assessment methods with AI integration and standardization considerations. International Journal of Advanced Manufacturing Technology, 34 pages. External link
Allard, F. J. X., Ould-Bachir, T., & Savaria, Y. (2024, June). Enhancing P4 syntax to support extended finite state machines as native stateful objects [Paper]. 2024 IEEE 10th International Conference on Network Softwarization (NetSoft), Saint Louis, MO, USA. External link
Aloise, D., Moine, R., Ribeiro, C. C., & Jalbert, J. (2024). First-improvement or best-improvement? An in-depth local search computational study to elucidate a dominance claim. (Technical Report n° G-2024-47). External link
Alves, L., Ben Ali, M., & Baptiste, P. (2024, September). Dynamic Dispatching of DDMRP Replenishment Orders [Paper]. 43rd IFIP WG 5.7 International Conference on Advances in Production Management Systems (APMS 2024), Chemnitz, Germany. External link
Amer, M., Abuelnasr, A., Ali, M., Hassan, A., Trigui, A., Ragab, A., Sawan, M., & Savaria, Y. (2024). Enhanced dynamic regulation in Buck Converters: integrating input-voltage feedforward with voltage-mode feedback. IEEE Access, 12, 7310-7328. Available
Amiri, E., Legrain, A., & El Hallaoui, I. (2024). Accelerated column generation: Application in real-time dial-a-ride problem. (Technical Report n° G-2024-72). External link
Amiri, E., Legrain, A., & El Hallaoui, I. (2024, May). Anytime optimization approach for online dial-a-ride problem [Paper]. 9th international workshop on freight transportation and logistics (ODYSSEUS 2024), Carmona, Spain. External link
Amiri, E., Legrain, A., & El Hallaoui, I. (2024, May). Online Optimization of a Dial-a-Ride Problem with the Integral Primal Simplex [Paper]. 21st International Conference on Integration of Constraint Programming, Artificial Intelligence and Operations Research (CPAIOR 2024), Uppsala, Sweden (16 pages). External link
Amirnia, A., & Keivanpour, S. (2024, September). AI-Driven EoL Aircraft Treatment: A Research Perspective [Paper]. 2024 Intelligent Systems Conference (IntelliSys 2024), Amsterdam, Netherlands. External link
Amirnia, A., & Keivanpour, S. (2024). Real-time sustainable cobotic disassembly planning using fuzzy reinforcement learning. International Journal of Production Research, 1-24. External link
Amirnia, A., Ghorbani Totkaleh, E., & Keivanpour, S. (2024, July). Real-Time Video Processing in Fuzzy Posture-Based Ergonomic Analysis in a Disassembly Cell [Paper]. 6th International Conference on Intelligent and Fuzzy Systems (INFUS 2024), Canakkale, Turkey. External link
Anbri, G. E., Keivanpour, S., Marcheschi, M., & Frigon, N. (2024, June). Enhancing Sustainable Engineering Education with Codesign and Script Concordance: A work in progress [Paper]. Canadian Engineering Education Association (CEEA-ACEG 2024), Edmonton, Alberta, Canada (7 pages). Published in Proceedings of the Canadian Engineering Education Association (CEEA). External link
Anjos, M. F., Bouras, I., Brotcorne, L., Weldeyesus, A. G., Alasseur, C., & Zorgati, R. (2024). Integrated Location, Sizing, and Pricing for EV Charging Stations. In Crainic, T. G., Gendreau, M., & Frangioni, A. (eds.), Combinatorial Optimization and Applications (pp. 431-448). External link
Anjos, M. F., Brotcorne, L., & Guillot, G. (2024). Optimal electric vehicle charging with dynamic pricing, customer preferences and power peak reduction. (Technical Report n° G-2024-42). External link
Aouchiche, M., & Rather, B. A. (2024). Proximity and remoteness in graphs: A survey. Discrete Applied Mathematics, 353, 94-120. External link
Aravkin, A. Y., Baraldi, R., & Orban, D. (2024). A Levenberg-Marquardt method for nonsmooth regularized least squarres. SIAM Journal on Scientific Computing, 46(4), A2557-A2581. External link
Aravkin, A., Baraldi, R., & Orban, D. (2024). A proximal quasi-Newton trust-region method for nonsmooth regularized optimization. (Technical Report n° G-2021-12). External link
Aravkin, A., Baraldi, R., Leconte, G., & Orban, D. (2024). Corrigendum: A proximal quasi-Newton trust-region method for nonsmooth regularized optimization. (Technical Report n° G-2021-12-SM). External link
Archetti, C., Uchoa, E., & Vidal, T. (2024). Special Section on "DIMACS Implementation Challenge: Vehicle Routing" and "The EURO Meets NeurIPS 2022 Vehicle Routing Competition". Transportation Science, 58(4), 685-686. External link
Aref, S., & Mostajabdaveh, M. (2024). Analyzing modularity maximization in approximation, heuristic and graph neural network algorithms for community detection. Journal of computational science, 78, 102283 (14 pages). Available
Aref, S., Mostajabdaveh, M., & Chheda, H. (2024). Bayan algorithm: Detecting communities in networks through exact and approximate optimization of modularity. Physical review. E, 110(4). External link
Assiélou, N. G., & Bourgault, M. (2024). Critical factors inhibiting information and communication technology (ICT) adoption in Côte d'Ivoire: a study of small and medium enterprises (SMEs) in metropolitan Abidjan. International Journal of Technology, Policy and Management, 24(1), 19-49. External link
Audet, C., Bouchet, P.-Y., & Bourdin, L. (2024). Convergence towards a local minimum by direct search methods with a covering step. Optimization Letters, -. External link
Audet, C., Bouchet, P.-Y., & Bourdin, L. (2024). Counterexample and an additional revealing poll step for a result of “analysis of direct searches for discontinuous functions". Mathematical Programming, 208(1-2), 411-424. External link
Audet, C., Hare, W., & Jarry-Bolduc, G. (2024). The cosine measure relative to a subspace. (Technical Report n° G-2024-07). External link
Ayassamy, P., Francoeur, V., & Paillé, P. (2024). Workplace eco-anxiety: a scoping review of what we know and how to mitigate the consequences. Frontiers in Sustainability, 5, 14 pages. Available
Azéma, M., Desaulniers, G., Mendoza, J. E., & Pesant, G. (2024, May). A Constraint Programming Model for the Electric Bus Assignment Problem with Parking Constraints [Paper]. 21st International Conference on Integration of Constraint Programming, Artificial Intelligence and Operations Research (CPAIOR 2024), Uppsala, Sweden. External link
Bakker, H., Arunkumar, G., Krishnakumari, P. K., Gromicho, J., Côté, F. L., Lahrichi, N., Jha, P., Shrestha, S., Mulmi, R., Bhusal, N., Stapith, D., Jha, R., Shrestha, L., Naidoo, D., Samuel, R., & del Rio Vilas, V. (2024). Coordination strategies to improve COVID-19 PCR laboratory testing scale up in Nepal: An analysis. PLoS ONE, 19(12), e0314746-e0314746. Available
Balarezo, M. L. G., Trépanier, M., Jalbert, J., & Boisjoly, G. (2024). Going the distance: Gender differences in travel in Montréal, Canada. Journal of Transport Geography, 118, 103935 (11 pages). External link
Bani, A. (2024). Méthodes de décomposition pour l'optimisation de la distribution des produits pétroliers. [Ph.D. thesis, Polytechnique Montréal]. Restricted access
Bani, A., Er Raqabi, E. M., El Hallaoui, I., & Corréa, A. I. (2024). Combining benders decomposition and column generation for the petrol station replenishment problem with inventory management. (Technical Report n° G-2024-18). External link
Bani, A., Er Raqabi, E. M., El Hallaoui, I., & Corréa, A. I. (2024). The petrol replenishment problem : a case study from West Africa. (Technical Report n° G-2024-19). External link
Barry, A.-S., Quesnel, F., El Hallaoui, I., & Soumis, F. (2024). Algorithme primal ajoutant des variables pour le problème du partitionnement d'ensemble généralisé. (Technical Report n° G-2024-11). External link
Bas, T. A., Keivanpour, S., & Yarahmadi, A. (2024, February). Freight Broker Business Models in the Digital Age: A Comparative Analysis and Recommendations for Start-ups [Paper]. 14th International Conference on Industrial Engineering and Operations Management, Dubai, UAE. External link
Bayani, M., Adulyasak, Y., & Rousseau, L.-M. (2024). Learning and modeling implicit constraints in optimization models through decision trees. (Technical Report n° G-2024-78). External link
Bayani, M., Adulyasak, Y., & Rousseau, L.-M. (2024). Learning and modeling implicit constraints in optimization models through decision trees. (Technical Report n° G-2024-78). External link
Bayani, M., Rostami, B., Adulyasak, Y., & Rousseau, L.-M. (2024). A Dual Bounding Framework Through Cost Splitting for Binary Quadratic Optimization. Informs Journal on Computing, 22-22. External link
Beaudette, K., Boudoux, C., Laurence, A., & Lamarre, J. (2024). Double-clad fiber couplers enhance multimodal OCT results. Photonics Spectra. External link
Beaudry, C., Solar-Pelletier, L., & St-Pierre, C. (2024). Academic Gender Wage Gaps in Canada. In Johnstone, R., & Momani, B. (eds.), Glass Ceilings and Ivory Towers (pp. 152-174). External link
Becquaert, V. J. R. (2024). Optimisation stochastique pour l'ordonnancement de patients en chimiothérapie [Master's thesis, Polytechnique Montréal]. Restricted access
Belaid, K. (2024). On Herrlich-Spectral Spaces. Pure Mathematical Sciences, 13(1), 12 pages. External link
Benbrahim, S., Benabbou, L., Dagdougui, H., Belhaj, I., Bouzekri, H., & Berrado, A. (2023, May). Deep Learning Approach for Solar Irradiance Forecasting: A Moroccan Case Study [Paper]. International Conference on Electrical Systems & Automation, (ICESA 2023), Al Hoceïma, Morocco. Published in Advances in Science, Technology & Innovation/Advances in science, technology & innovation. External link
Bergou, E., Chada, N. K., & Diouane, Y. (2024). A Stochastic iteratively regularized Gauss–Newton method. Inverse Problems, 015005 (22 pages). External link
Besançon, M., Anjos, M. F., & Brotcorne, L. (2024). Robust bilevel optimization for near-optimal lower-level solutions. Journal of Global Optimization, 90(4), 813-842. External link
Bigeon, J., Le Digabel, S., & Salomon, L. (2024). Handling of constraints in multiobjective blackbox optimization. Computational Optimization and Applications, 45 pages. External link
Boeira, J. S., Boulay, A.-M., Jacob, M., Dardor, D., Pedenaud, P., & Margni, M. (2024, March). Use of the Life Cycle Approach for the Evaluation of Industrial Water Management Alternatives [Paper]. SPE Water Lifecycle Management Conference and Exhibition, Abu Dhabi, UAE. External link
Boisneault, L. P. J. C., Audet, C., & Mélançon, D. (2024). Blackbox optimization for origami-inspired bistable structures. (Technical Report n° G-2024-51). External link
Boivin, P.-L. (2024). Estimation du pronostic de survie en fonction des caractéristiques du greffon et du receveur d'une transplantation rénale [Master's thesis, Polytechnique Montréal]. Restricted access
Bolay, A.-F., Bjørn, A., Patouillard, L., Weber, O., & Margni, M. (2024). What drives companies' progress on their emission reduction targets? Journal of Cleaner Production, 468, 143124 (12 pages). Available
Bongiovanni, C., Geroliminis, N., & Kaspi, M. (2024). A ride time-oriented scheduling algorithm for dial-a-ride problems. Computers & Operations Research, 165, 11-11. External link
Bouazizi, H., Ben Ali, M., Frayret, J.-M., & Larbi, R. (2024). Joint design and pricing problem for symbiotic bioethanol supply chain network: Model and resolution approach. Cleaner Energy Systems, 9, 100163 (16 pages). External link
Bouchet, P.-Y., Audet, C., & Bourdin, L. (2024). Convergence towards a local minimum by direct search methods with a covering step. (Technical Report n° G-2024-05). External link
Bouchet, P.-Y., Audet, C., & Bourdin, L. (2024). A derivative-free approach to partitioned optimization. (Technical Report n° G-2024-39). External link
Bourdin, M., Neumann, A., Paviot, T., Pellerin, R., & Lamouri, S. (2024). Exploring the applications of natural language processing and language models for production, planning, and control activities of SMEs in industry 4.0: a systematic literature review. Journal of Intelligent Manufacturing, 21 pages. External link
Bourdin, M., Paviot, T., Pellerin, R., & Lamouri, S. (2023, November). NLP in SMEs for industry 4.0: opportunities and challenges [Paper]. 2023 International Conference on Enterprise Information Systems (CENTERIS 2023), Porto, Portugal. Published in Procedia Computer Science, 239. Available
Bouthillier, M.-È., Farmer, Y., Ramirez, C. C., Downar, J., Frolic, A., Dahine, J., Opatrny, L., Poirier, D., Bravo, G., L'Espérance, A., Payot, A., Tanuseputro, P., Rousseau, L.-M., Dumez, V., Descôteaux, A., Dallaire, C., Laporte, K., & Gaucher, N. (2024). Public perspectives on COVID-19 triage protocols for access to critical care in extreme pandemic context. PLoS ONE, 19(12), e0314460. Available
Broda-Milian, K., Dagdougui, H., & Al Mallah, R. (2024, September). The Bifurcation Method: White-Box Observation Perturbation Attacks on Reinforcement Learning Agents on a Cyber Physical System [Paper]. International Conference on Machine Learning and Cybernetics (ICMLC 2024), Miyazaki, Japan. External link
Burelo, M., Martínez, A., Hernández-Varela, J. D., Stringer, T., Ramírez-Melgarejo, M., Yau, A. Y., Luna-Bárcenas, G., & Treviño-Quintanilla, C. D. (2024). Recent Developments in Synthesis, Properties, Applications and Recycling of Bio-Based Elastomers. Molecules, 29(2), 387 (26 pages). Available
Cacciola, M., Frangioni, A., & Lodi, A. (2024). Structured pruning of neural networks for constraints learning. Operations Research Letters, 57, 107194. External link
Calderon Ramirez, C. L., Farmer, Y., Downar, J., Frolic, A., Opatrny, L., Poirier, D., Bravo, G., L'Espérance, A., Gaucher, N., Payot, A., Dahine, J., Tanuseputro, P., Rousseau, L.-M., Dumez, V., Descôteaux, A., Dallaire, C., Laporte, K., & Bouthillier, M.-È. (2024). Assessing the Quality of an Online Democratic Deliberation on COVID-19 Pandemic Triage Protocols for Access to Critical Care in an Extreme Pandemic Context: Mixed Methods Study. Journal of Participatory Medicine, 16. Available
Cariaga, D., Lorca, Á., & Anjos, M. F. (2024). A binary expansion approach for the water pump scheduling problem in large and high altitude water supply system. (Technical Report n° G-2024-41). External link
Cariaga, D., Lorca, Á., & Anjos, M. F. (2024). A Binary Expansion Approach for the Water Pump Scheduling Problem in Large and High-Altitude Water Supply Systems. Energies, 17(16), 4107 (32 pages). External link
Castillo-Sánchez, J.-R., Salloum-Abou-Jaoude, G., Gheribi, A. E., Lafaye, P., Oishi, K., Masse, J.-P., Bousser, É., L'Espérance, G., & Harvey, J.-P. (2024). Synthesis and characterization of (Al,Si)₃(Zr,Ti)-D0₂₂/D0₂₃ intermetallics: Understanding the stability of silicon substitution. Acta Materialia, 262, 119455 (18 pages). Available
Cattaruzza, D., Labbé, M., Petris, M., Roland, M., & Schmidt, M. Novel valid inequalities for chance-constrained problems with finite support [Paper]. 13th International Workshop on Locational Analysis and Related Problems, Granada, Spain. External link
Chafiq, M., Benabbou, L., Dagdougui, H., Belhaj, I., Djdiaa, A., Bouzekri, H., & Berrado, A. (2024, July). An Analytic Hierarchy Process based approach for assessing the performance of photovoltaic solar power plants [Paper]. 12th IFAC Symposium on Control of Power and Energy Systems (CPES 2024), Rabat, Morocco. Published in IFAC PapersOnline, 58(13). External link
Chafiq, M., Benabbou, L., Dagdougui, H., Belhaj, I., Djdiaa, A., Bouzekri, H., & Berrado, A. (2024, May). Towards a framework selection for assessing the performance of photovoltaic solar power plants: criteria determination [Paper]. 4th International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET 2024), Fez, Morocco (11 pages). External link
Cheng, C., Adulyasak, Y., & Rousseau, L.-M. (2024). Robust Drone Delivery with Weather Information. Manufacturing and Service Operations Management, 26(4), 1402-1421. External link
Cheng, C., Yu, Q., Adulyasak, Y., & Rousseau, L.-M. (2024). Distributionally robust facility location with uncertain facility capacity and customer demand. Omega, 122, 16 pages. External link
Chételat, D. (2024). Erratum: Improved multivariate normal mean estimation with unknown covariance when p is greater than n [Discussion or Letter]. The Annals of Statistics, 52(1), 1 page. External link
Contardo, C., Fukasawa, R., Rousseau, L.-M., & Vidal, T. (2024, May). Optimal Counterfactual Explanations for k-Nearest Neighbors Using Mathematical Optimization and Constraint Programming [Paper]. 8th International Symposium on Combinatorial Optimization (ISCO 2024), La Laguna, Tenerife, Spain. External link
Coulot, M., Pellerin, R., Yahia, E., & Harris, S. (2024, May). Decision Support for Event Portfolio Management in Convention Centers [Paper]. IISE Annual Conference and Expo, Montreal, QC, Canada. Unavailable
Couture, L., Passalacqua, M., Joblot, L., Magnani, F., Pellerin, R., & Léger, P.-M. (2024, February). Enhancing operator engagement during AI-assisted manufacturing work using optimal state deviation feedback system [Paper]. 4th Winter IFSA Conference on Automation, Robotics & Communications for Industry 4.0/5.0 (ARCI 2024), Innsbruck, Austria (9 pages). External link
Crainic, T. G., Frangioni, A., & Gendreau, M. (2024). Bernard Gendron and Operations Research. In Combinatorial Optimization and Applications: A Tribute to Bernard Gendron (Vol. 358, 14 pages). External link
Crainic, T. G., Gendreau, M., & Frangioni, A. (2024). Combinatorial Optimization and Applications : A Tribute to Bernard Gendron. External link
Cruciata, P., Pulizzotto, D., & Beaudry, C. (2024). First impressions on sustainable innovation matter: Using NLP to replicate B-lab environmental index by analyzing companies' homepages. Technological Forecasting and Social Change, 205, 123455 (19 pages). Available
Danjou, C., Harik, R., Nyffenegger, F., Rivest, L., & Bouras, A. (2024). Product lifecycle management : leveraging digital twins, circular economy and knowledge management for sustainable innovation. External link
De Marcellis-Warin, N., Trépanier, M., & Warin, T. (2024). Measuring competitiveness in the Great Lakes-ST. Lawrence region using a digital twin : a geospatial data science approach. (Technical Report). External link
De Marcellis-Warin, N., Vaillancourt, F., Peignier, I., Panot, M., Gleize, T., & Losier, S. (2024). Obstacles et incitatifs à l'adoption des technologies innovantes dans le secteur minier québécois. (Technical Report n° 2024RP-01). External link
Debarre, L., Boulay, A.-M., & Margni, M. (2024). Correction to: Freshwater consumption and domestic water deprivation in LCIA: revisiting the characterization of human health impacts (The International Journal of Life Cycle Assessment, (2022), 27, 5, (740-754), 10.1007/s11367-022-02054-9). International Journal of Life Cycle Assessment, 1 page. External link
Debarre, L., Motoshita, M., Pfister, S., Boulay, A.-M., & Margni, M. (2024). Assessing the potential human health impacts of freshwater consumption: considering inequalities in water availability to assess the consequences of domestic water deprivation. International Journal of Life Cycle Assessment. External link
Desaulniers, G., Yamín, D., & Mendoza, J. E. (2024, May). The electric vehicle routing and overnight charging scheduling problem on a multigraph [Paper]. 9th international workshop on freight transportation and logistics (ODYSSEUS 2024), Carmona, Spain. External link
Deschaintres, E., Morency, C., & Trépanier, M. (2022, May). Combining a regional household survey and passive data streams for longitudinal monitoring purposes [Paper]. 12th International Conference on Transport Survey Methods, Lisbon, Portugal. Published in Transportation Research Procedia, 76. Available
Deschamps, C. (2024). Méthode de valorisation de données pour la gestion des pièces de rechange selon leur historique de consommation [Master's thesis, Polytechnique Montréal]. Restricted access
Desrosiers, J., Lübbecke, M., Desaulniers, G., & Gauthier, J. B. (2024). Branch-and-Price. (Technical Report n° G-2024-36). External link
Dessevre, G., & Ben Ali, M. (2024). Analysis of a new dynamic capacity management approach in DDMRP: Application on a real industrial case. Journal of Industrial Engineering and Management, 17(2), 445-462. Available
Diouane, Y., Golier, M., & Orban, D. (2024). A nonsmooth exact penalty method for equality-constrained optimization : complexity and implementation. (Technical Report n° G-2024-55). External link
Diouane, Y., Gürol, S., Mouhtal, O., & Orban, D. (2024). An efficient scaled spectral preconditioner for sequences of symmetric positive definite linear systems. (Technical Report n° G-2024-66). External link
Diouane, Y., Kungurtsev, V., Rinaldi, F., & Zeffiro, D. (2024). Inexact direct-search methods for bilevel optimization problems. Computational Optimization and Applications, 22-22. Available
Diouane, Y., Laghdaf Habiboullah, M., & Orban, D. (2024). Complexity of trust-region methods in the presence of unbounded Hessian approximations. (Technical Report n° G-2024-43). External link
Diouane, Y., Laghdaf Habiboullah, M., & Orban, D. (2024). A proximal modified quasi-Newton method for nonsmooth regularized optimization. (Technical Report n° G-2024-64). External link
Domingos, E., Frayret, J.-M., & Ben Ali, M. (2024, May). Critical analysis of digital supply chain twin concepts and technological requirements [Paper]. 2024 IISE annual Conference & Expo, Montreal, Qc, Canada. Unavailable
Dragotto, G., Boukhtouta, A., Lodi, A., & Taobane, M. (2024). The critical node game. Journal of Combinatorial Optimization, 47, 74 (20 pages). External link
Ducharme, C., Agard, B., & Trépanier, M. (2024). Assessing Data Collection Strategies for VMI under Intermittent Demand. (Technical Report n° CIRRELT-2024-02). External link
Ducharme, C., Agard, B., & Trépanier, M. (2024). Improving demand forecasting for customers with missing downstream data in intermittent demand supply chains with supervised multivariate clustering. Journal of Forecasting, 43(5), 1661-1681. Available
Duhem, L., Ben Ali, M., Gaudreault, J., & Morin, M. (2024, May). Assessing the potential of market prices to drive sawing decisions [Presentation]. In 2024 IISE annual Conference & Expo, Montreal, Qc, Canada. Unavailable
Dupuis, A. (2024). Modèles d'intelligence artificielle pour la prise de décision séquentielle : l'apprentissage profond appliqué à la production manufacturière et agricole [Ph.D. thesis, Polytechnique Montréal]. Restricted access
Dupuis, A., Dadouchi, C., & Agard, B. (2023, July). Digital Technologies and Emotions: Spectrum of Worker Decision Behavior Analysis [Paper]. 20th IFIP WG 5.1 International Conference on Product Lifecycle Management (PLM 2023), Montreal, QC, Canada. External link
Duval, L., Majeau-Bettez, G., Saunier, F., Maréchal, F., & Margni, M. (2024). Optimization of the end‐of‐life tire repartition within the European treatment system to minimize its environmental impacts. Journal of Industrial Ecology, 15 pages. Available
Echternach-Jaubert, M., Pellerin, R., & Gamache, M. (2024). A digital transformation project portfolio management model for underground mines. (Technical Report n° G-2024-75). External link
Echternach-Jaubert, M., Pellerin, R., & Gamache, M. (2024). Opportunities for research to achieve the vision of the Smart Mine. CIM Journal, 2377527 (34 pages). External link
El Anbri, G., & Keivanpour, S. (2024, September). FANP-based comparison of AI and blockchain in managing HAZMAT : an application to end-of-life aircraft [Paper]. 2024 International Conference on Intelligent Systems and Applications (IntelliSys 224), Amsterdam, The Netherlands. External link
El Anbri, G., & Keivanpour, S. (2023, July). When Industry 4.0 Meets End-of-Life Aircraft Treatment: A Brief Review and Criteria for Identifying the Core Technologies [Paper]. 20th IFIP WG 5.1 International Conference on Product Lifecycle Management: Leveraging Digital Twins, Circular Economy, and Knowledge Management for Sustainable Innovation (PLM 2023), Montreal, QC, Canada. Published in IFIP advances in information and communication technology. External link
El Anbri, G., Cote, L., & Keivanpour, S. (2024, November). Lights, camera, eco-action! a phased, film-based pedagogy for fostering creative eco-design solutions [Paper]. 17th annual International Conference of Education, Research and Innovation (ICERI 2024), Seville, Spain. Published in ICERI proceedings, 1. External link
Elhadidi, S. M., Hassan, M. O., Soliman, N. L., Eman Hassan, A.‑.E., El-Kamah, G. Y., Abouel-Ezz, E. H., ElBatran, M. M., & Amr, K. (2024). Craniofacial anthropometric measurements of the cohort of Egyptian male school children and their utility in detection of abnormalities. Bulletin of the National Research Centre/Bulletin of the National Research Center, 48(1), 31 (7 pages). Available
Er Raqabi, E. M., Bani, A., Morabit, M., Blondin Massé, A., Besner, A., Fournier, J., & El Hallaoui, I. (2024). An efficient decomposition matheuristic for the transient stability constrained unit commitment at Hydro-Quebec. (Technical Report n° G-2024-38). External link
Er Raqabi, E. M., Wu, Y., El Hallaoui, I., & Soumis, F. (2024). Towards resilience: Primal large-scale re-optimization. Transportation Research Part E: Logistics and Transportation Review, 192, 103819. External link
Ferreira, V., Pessoa, A., & Vidal, T. (2024). Influence optimization in networks: New formulations and valid inequalities. Computers & Operations Research, 106857 (14 pages). External link
Ferry, J., Fukasawa, R., Pascal, T., & Vidal, T. (2024, July). Trained Random Forests Completely Reveal your Dataset [Paper]. 41st International Conference on Machine Learning (ICML 2024), Vienna, Austria. External link
Fischer, V., Legrain, A., & Schindl, D. (2024, May). A Benders Decomposition Approach for a Capacitated Multi-vehicle Covering Tour Problem with Intermediate Facilities [Paper]. 21st International Conference on Integration of Constraint Programming, Artificial Intelligence and Operations Research (CPAIOR 2024), Uppsala, Sweden. External link
Fischer, V., Legrain, A., & Schindl, D. (2024). Decomposition method for a capacitated multi-vehicle covering tour problem with intermediate facilties. (Technical Report n° 2024-27). External link
Fischer, V., Pacheco Paneque, M., Legrain, A., & Burgy, R. (2024). A capacitated multi-vehicle covering tour problem on a road network and its application to waste collection. European Journal of Operational Research, 315(1), 338-353. Available
Fontaine, L., Legros, R., & Frayret, J.-M. (2024). Solid waste generation prediction model framework using socioeconomic and demographic factors with real-time MSW collection data. Waste Management & Research, 15 pages. Available
Fontaine, L., Legros, R., & Frayret, J.-M. (2024). Sustainability and environmental performance in selective collection of residual materials: impact of modulating citizen participation through policy and incentive implementation. Resources, 13(11), 151 (27 pages). Available
Forel, A., Parmentier, A., & Vidal, T. (2024, May). Don't Explain Noise: Robust Counterfactuals for Randomized Ensembles [Paper]. 21st International Conference on Integration of Constraint Programming, Artificial Intelligence and Operations Research (CPAIOR 2024), Uppsala, Sweden. External link
Fowkes, J., Lister, A., Montoison, A., & Orban, D. (2024). LibHSL : the ultimate collection for large-scale scientific computation. (Technical Report n° G-2024-06). External link
Fradi, A. (2024). Planification multiprojet avec préemption et chevauchement d'activités [Master's thesis, Polytechnique Montréal]. Restricted access
Fradi, A., & Ben Ali, M. (2024, September). Multi-project Scheduling Problem with Limited Preemption and Ordinary Feeding Precedence Relations [Paper]. 43rd IFIP WG 5.7 International Conference on Advances in Production Management Systems (APMS 2024), Chemnitz, Germany. External link
Francoeur, J., Lezcano, D., Zhetpissov, Y., Kashyap, R., Iordachita, I., & Kadoury, S. (2024, May). Fully Distributed Shape Sensing of a Flexible Surgical Needle Using Optical Frequency Domain Reflectometry for Prostate Interventions [Paper]. 2024 IEEE International Conference on Robotics and Automation (ICRA 2024), Yokohama, Japan. External link
Francoeur, V., & Bernard, S. (2024, June). L'art, levier de changement écologique? [Paper]. 1er congrès interdisciplinaire sur l'économie circulaire (CIEC 2024), Montpellier, France. Unavailable
Francoeur, V., & Paillé, P. (2024). Les comportements écoresponsables en milieu de travail. [Green behaviors in the workplace]. External link
Francoeur, V., Lassière, J., & Bourgault, M. (2024). Verdissement des chantiers de construction de Pomerleau. External link
Gagnon, G., Sekkay, F., Imbeau, D., & Bourgault, M. (2024). Analyzing Occupational Accidents and Exoskeleton Potential in the Construction Industry in Québec, Canada. IISE Transactions on Occupational Ergonomics and Human Factors, 1-19. External link
García Clavel, E. R., Stringer, T., Sacramento Rivero, J. C., & Burelo, M. (2024). Subnational perspectives on energy transition pathways for Mexico's electricity grid. Utilities Policy, 90, 101801 (14 pages). External link
Garnier, C., Trépanier, M., & Morency, C. (2024). Persistent impact of COVID-19 pandemic on mobility behavior of paratransit users, montreal case study. Journal of Transport & Health, 35, 101777 (15 pages). External link
Gebrehiwot Weldeyesus, A., Gondzio, J., & Anjos, M. F. (2024). On the scalability of truss geometry and topology optimization with global stability constraints via chordal decomposition. Structural and Multidisciplinary Optimization, 68(1), 7 (15 pages). External link
Gendreau, M., Diniz Zanette, A. C., Mendoza, J. E., & Rei, W. (2024, May). A two-stage stochastic programming model with recourse for a Production Routing Problem with uncertain availability of vehicles [Paper]. 9th international workshop on freight transportation and logistics (ODYSSEUS 2024), Carmona, Spain. External link
Gerbaux, J., Cappart, Q., & Desaulniers, G. (2024). A machine-learning-based column generation heuristic for electric bus scheduling. (Technical Report n° G-2024-13). External link
Ghaboulian Zare, S., Amirmoeini, K., Bahn, O., Baker, R. C., Mousseau, N., Neshat, N., Trépanier, M., & Wang, Q. (2024). Hydrogen in integrated assessment models: A literature review. (Technical Report n° G–2024–20). External link
Gholami, A., Mozaffari, M., & Ghasemi Pirbalouti, R. (2024). Prioritization of HSE Management Risks in the Management of Construction Projects (Non-Mechanized Tunnel) by Monte Carlo Modeling Method. In Progressive Decision-Making Tools and Applications in Project and Operation Management: Approaches, Case Studies, Multi-criteria Decision-Making, Multi-objective Decision-Making, Decision under Uncertainty (Vol. 518, pp. 191-219). External link
Ghorbani Totkaleh, E., Keivanpour, S., Sekkay, F., & Imbeau, D. (2024, July). Fuzzy ergonomic expert system for assembly line design problem [Paper]. 15th International Conference on Applied Human Factors and Ergonomics and the Affiliated Conference (AHFE 2024), Nice, France. External link
Ghorbani Totkaleh, E., Keivanpour, S., Sekkay, F., & Imbeau, D. (2024). Fuzzy expert system for ergonomic assembly line worker assignment and balancing problem under uncertainty. Journal of Industrial and Production Engineering, 2389963 (23 pages). External link
Ghorbani Totkaleh, E., Keivanpour, S., Sekkay, F., & Imbeau, D. (2024, September). Fuzzy Fatigue Model for Ergonomic Design of Assembly Lines Under Uncertainty [Paper]. 2024 Intelligent Systems and Applications Conference (IntelliSys 2024), Amsterdam, The Netherlands. External link
Ghorbani Totkaleh, E., Keivanpour, S., Sekkay, F., & Imbeau, D. (2024). Human-centric robotic assembly line design: a fuzzy inference system approach for adaptive workload management. International Journal of Advanced Manufacturing Technology, 134, 3805-3827. External link
Ghorbani Totkaleh, E., Keivanpour, S., Sekkay, F., & Imbeau, D. (2023, July). Optimization Framework for Assembly Line Design Problem with Ergonomics Consideration in Fuzzy Environment [Paper]. IFIP 20th International Conference on Product Lifecycle Management (PLM23), Montréal, QC, Canada. Published in IFIP advances in information and communication technology. External link
Ghorbani, M., Nourelfath, M., & Gendreau, M. (2024). Stochastic programming for selective maintenance optimization with uncertainty in the next mission conditions. Reliability Engineering and System Safety, 241, 109624 (14 pages). External link
Giroux, J.-S., Breton, S.-P., & Carreau, J. (2024). Interpolation-free deep learning for meteorological downscaling on unaligned grids across multiple domains with application to wind power. (Technical Report n° G-2024-67). External link
Gonzalez Cortes, A. F. (2024). Réduire les risques en espace clos: Construction d'une base de connaissances pour la mise en application d'une prévention intrinsèque [Ph.D. thesis, Polytechnique Montréal]. Restricted access
Goujon, A., Rosin, F., Magnani, F., Lamouri, S., Pellerin, R., & Joblot, L. (2024). Industrie 5.0 use cases development framework. International Journal of Production Research, 62(17), 6064-6089. External link
Greffe, T., Frenzel, M., Werner, T. T., Mudd, G., Wang, P., Margni, M., & Bulle, C. (2024). Byproduct-to-Host Ratios for Assessing the Accessibility of Mineral Resources. Environmental Science & Technology, 11 pages. External link
Gruber, M. I., & Crispeels, T. (2024). Unravelling the process of idea generation and assessment during the PhD trajectory: A case study approach. Higher Education Quarterly, 12523 (20 pages). External link
Gruber, M. I., Crispeels, T., Grinevich, V., & D’Este, P. (2024). Professional Imprinting Mechanisms in the Doctoral Trajectory: Impact on Researcher Identity Diversity. European Management Journal, 17 pages. External link
Hajli, K., Rönnqvist, M., Dadouchi, C., Audy, J.-F., Cordeau, J.-F., Warya, G., & Ngo, T. (2024). A fuel consumption prediction model for ships based on historical voyages and meteorological data. Journal of Marine Engineering & Technology, 2371192 (12 pages). External link
Hallé-Hannan, E., Audet, C., Diouane, Y., Le Digabel, S., & Saves, P. (2024). A graph-structured distance for heterogeneous datasets with meta variables. (Technical Report n° G-2024-33). External link
Hamhoum, W., Lakhdar, H., & Cherkaoui, S. (2024, June). Fortifying Open RAN Security with Zero Trust Architecture and Transformers [Paper]. IEEE International Conference on Communications (ICC 2024), Denver, CO, USA. External link
Hanawa, Y., Zhang, J., Sasmito, A. P., Xu, M., Akhtar, S., Mohit, M., Yoshida, J., Sawada, K., Sasaki, Y., & Sakuma, A. (2024). New formulas for evaluation of cyclohexanol solidification on substrates with surface nanostructures. ACS Omega, 9(23), 24299-24307. Available
Haouassi, M., Kergosien, Y., Mendoza, J. E., & Rousseau, L.-M. (2024). The picker routing problem in mixed-shelves, multi-block warehouses. International Journal of Production Research, 2374845 (22 pages). External link
He, J., Chu, F., Dolgui, A., & Anjos, M. F. (2024). Multi-objective disassembly line balancing and related supply chain management problems under uncertainty: Review and future trends. International Journal of Production Economics, 272, 109257. External link
He, J., Khebbache, S., Anjos, M. F., & Hadji, M. (2023, February). Predictive Maintenance Optimization Under Stochastic Production in Complex Systems [Paper]. 11th International Conference (ICORES 2022) & 12th International Conference (ICORES 2023). External link
He, P., Jin, J. G., Trépanier, M., & Schulte, F. (2024). A column-generation matheuristic approach for optimizing first-mile ridesharing services with publicly- and privately-owned autonomous vehicles. Transportation Research Part C: Emerging Technologies, 160, 104516 (27 pages). External link
He, P., Jin, J. G., Trépanier, M., & Schulte, F. (2024). A math-heuristic and exact algorithm for first-mile ridesharing problem with passenger service quality preferences. Transportation Research Part E: Logistics and Transportation Review, 192, 23-23. External link
Hébert-Lavoie, M., Ozell, B., & Doyon-Poulin, P. (2024). The Influence of Immersion on Situational Awareness in a Virtual Environment. PRESENCE: Virtual and Augmented Reality, 00427 (49 pages). External link
Hertz, A. (2024). Graphs obtained by disjoint unions and joins of cliques and stable sets. RAIRO - Operations Research, 58(3), 2631-2636. Available
Hertz, A., Bonte, S., Devillez, G., & Mélot, H. (2024). The average size of maximal matchings in graphs. Journal of Combinatorial Optimization, 47(3), 46 (34 pages). External link
Hertz, A., Bonte, S., Devillez, G., Dusollier, V., Mélot, H., & Schindl, D. (2024). Extremal Chemical Graphs for the Arithmetic-Geometric Index. match Communications in Mathematical and in Computer Chemistry, 93(3), 791-818. External link
Hertz, A., Bonte, S., Devillez, G., Dusollier, V., Mélot, H., & Schindl, D. (2024). Extremal chemical graphs for the arithmetic-geometric index. (Technical Report n° G-2024-27). External link
Hichmani, M., Laforest, M., & Zaoui, E. M. (2023, April). Mixed finite element method in 3D for a nonlinear eddy current problem [Paper]. 9th International Conference on Modeling, Simultation and Appllied Optimization (ICMSAO 2023), Marrakesh,, Morocco. Published in AIP Conference Proceedings, 3034(1). External link
Huang, N., Dai, Y.-H., Orban, D., & Saunders, M. A. (2024). An inexact augmented Lagrangian algorithm for unsymmetric saddle-point systems. (Technical Report n° G-2024-30). External link
Jalbert, J., Farmer, M., Gobeil, G., & Roy, P. (2024). Extremes.jl: Extreme Value Analysis in Julia. Journal of Statistical Software, 109(6), 35 pages. External link
Jalbert, J., Ratté-Fortin, C., Burnet, J.-B., & Papillon, É. (2024). Categorization of precipitation for predicting combined sewer overflows. Application to the City of Montréal. Journal of Hydrology, 637, 131333 (7 pages). Available
Joanis, M., & Stringer, T. (2024). Political Dynamics and Infrastructure Allocation in the Canadian Context: A Case Study of Québec's COVID-19 Recovery Plan (Bill 66). The American Review of Canadian Studies, 54(3), 227-241. External link
Jocelyn, S., Ledoux, É., Burlet-Vienney, D., Berger, I., Marrero, I. A., Law, C. H., Chinniah, Y. A., Mosbah, A. B., Bonev, I. A., Denis, D., & Giraud, L. (2024). Identification en laboratoire des éléments essentiels au processus d'intégration sécuritaire de cellules cobotiques. (Technical Report n° R-1197-fr). External link
Kaddoura, M., Majeau-Bettez, G., Amor, B., Poirier, D., & Margni, M. (2024). Estimating and reducing dissipative losses in thermal spray: A parametrized material flow analysis approach. Journal of Cleaner Production, 450, 141978 (9 pages). External link
Kallel, A., Masmoudi, R., Bissonnette, B., & Joanis, M. (2024, March). Bond Performance of CFRP-Concrete Joints Subjected to Freeze-Thaw Cycles: Experimental Study and Analytical Analysis [Paper]. 16th International Symposium on Fiber-Reinforced Polymer (FRP) Reinforcement for Concrete Structures (FRPRCS 2024), New Orleans, LA, USA. Published in ACI Special Publication, SP-360. External link
Kallel, A., Masmoudi, R., Bissonnette, B.̂., & Joanis, M. (2024). Bond behavior of CFRP reinforcement systems with concrete under static and fatigue loading. Construction and Building Materials, 426, 136000 (13 pages). External link
Karimi, M., Camiat, F., Desaulniers, G., & Gendreau, M. (2024). An exact branch-and-price-and-cut algorithm for a practical and large-scale dial-a-ride problem. Journal of the Operational Research Society, 1-15. External link
Kazemi Miyangaskary, M., Keivanpour, S., & Lamghari, A. (2023, July). Optimizing Closed-Loop Supply Chain in the Electric Vehicle Battery Industry: A Fully Fuzzy Approach [Paper]. 20th IFIP WG 5.1 International Conference on Product Lifecycle Management: Leveraging Digital Twins, Circular Economy, and Knowledge Management for Sustainable Innovation (PLM 2023), Montreal, QC, Canada. Published in IFIP advances in information and communication technology. External link
Kazemi, H., Nourelfath, M., & Gendreau, M. (2024). Minimizing the sum of earliness and tardiness in the multi-factory two-stage assembly scheduling problem. Journal of Industrial and Production Engineering, 1-16. External link
Kazemi, H., Nourelfath, M., & Gendreau, M. (2024). The multi-factory two-stage assembly scheduling problem. Journal of Industrial Information Integration, 38, 100574 (14 pages). External link
Kazemi, H., Nourelfath, M., Fathollahi-Fard, A. M., & Gendreau, M. (2024). Integrated two-stage multi-factory assembly scheduling with maintenance considerations. International Journal of Production Research, 23966512 (17 pages). External link
Keivanpour, S. (2024). Circular economy in engineering design and production : concepts, methods and applications. External link
Keivanpour, S. (2024, November). Designing for a circular economy: an entrepreneurial pedagogy for sustainable air mobility and ai-driven innovation [Paper]. 17th annual International Conference of Education, Research and Innovation (ICERI 2024), Seville, Spain. Published in ICERI proceedings, 1. External link
Khademi, A., & Dufour, S. (2024). A novel discretized physics-informed neural network model applied to the Navier–Stokes equations. Physica Scripta, 99(7), 076016 (23 pages). Available
Khademi, A., Salari, E., & Dufour, S. (2024). Simulation of 3D turbulent flows using a discretized generative model physics-informed neural networks. International Journal of Non-Linear Mechanics, 104988. External link
Khalifa, R. M., Yacout, S., Bassetto, S., & Shaban, Y. (2024). Condition monitoring and warning of a belt drive system based on a logical analysis of data regression-based residual control chart. Structural Health Monitoring. External link
Kina, I. (2024). Modèles d'apprentissage automatique pour prédire et expliquer la congestion à l'urgence [Master's thesis, Polytechnique Montréal]. Restricted access
Kolcheva, L., Legrain, A., & Trépanier, M. (2024). Data driven synchronization strategies of a bus line in a transit network. (Technical Report n° CIRRELT-2024-10). External link
Kolcheva, L., Legrain, A., & Trépanier, M. (2024, May). Online stochastic optimization for real-time transfer synchronization in public transit networks [Paper]. 9th international workshop on freight transportation and logistics (ODYSSEUS 2024), Carmona, Spain. External link
Kolcheva, L., Legrain, A., & Trépanier, M. (2024). Online stochastic optimization for real-time transfer synchronization in public transportation networks. (Technical Report n° CIRRELT-2024-19). External link
Krishnakumari, P. K., Bakker, H., Lahrichi, N., Côté, F. L., Gromicho, J., Govindakarnavar, A., Jha, P., Shrestha, S., Mulmi, R., Bhusal, N., Stapith, D., Jha, R., Shrestha, L., Samuel, R., Naidoo, D., & Del Rio Vilas, V. (2024). Assessment of geographical accessibility to COVID-19 testing facilities in Nepal (2021). The Lancet Regional Health - Southeast Asia, 27, 100436 (17 pages). External link
Kruse, J., Ciechanowski, L., Dupuis, A., & Gloor, P. A. (2024). Leveraging the sensitivity of plants with deep learning to recognize human emotions. Sensors, 24(6), 1917 (22 pages). Available
Labelle, A., & Frayret, J.-M. (2024). Word-of-mouth in agent-based simulation model of reverse logistics. Frontiers in Sustainability, 5, 13 pages. Available
Labelle, A., El Anbri, G., & Keivanpour, S. (2024). L'économie circulaire : le nouvel horizon de l'industrie aérospatiale. (Technical Report n° 2024-17). External link
Laferrière-Langlois, P., Imrie, F., Geraldo, M.-A., Wingert, T., Lahrichi, N., van der Schaar, M., & Cannesson, M. (2024). Novel Preoperative Risk Stratification Using Digital Phenotyping Applying a Scalable Machine-Learning Approach. Anesthesia & Analgesia, 139(1), 174-185. External link
Lanoix, C.-A., Rawal, S., & Doyon-Poulin, P. (2024). Mechanical device or touchscreen widget: the effects of input device and task size on data entry on the primary flight display. International Journal of Human–Computer Interaction, 40(22), 7481-7497. Available
Lechat, P. (2024). Comprendre l'impact de l'impuissance apprise : une perspective individuelle et organisationnelle grâce à l'usage de l'IRM fonctionnelle [Master's thesis, Polytechnique Montréal]. Restricted access
Leconte, G. (2024). Méthodes de région de confiance pour l'optimisation non lisse [Ph.D. thesis, Polytechnique Montréal]. Restricted access
Leconte, G., & Orban, D. (2024). The indefinite proximal gradient method. Computational Optimization and Applications, 43 pages. External link
Leconte, G., & Orban, D. (2024). An interior-point trust-region method for nonsmooth regularized bound-constrained optimization. (Technical Report n° G-2024-17). External link
Leconte, G., & Orban, D. (2024). RipQP: A multi-precision regularized predictor-corrector method for convex quadratic optimization. (Technical Report n° G-2021-03). External link
Lefebvre, M. (2024). A controlled discrete-time queueing system as a model for the orders of two competing companies. Games, 15(3), 19 (8 pages). Available
Lefebvre, M. (2024). Exact solution to a first-passage problem for an Ornstein-Uhlenbeck process with jumps and its integral. Statistics & Probability Letters, 205, 109956 (5 pages). External link
Lefebvre, M. (2024). Exact solutions to differential equations with different arguments. Buletinul Academiei de Ştiinţe a Republicii Moldova Matematica (3(103)), 96-102. External link
Lefebvre, M. (2024). Exact solutions to first-passage problems for jump-diffusion processes. Bulletin of the Polish Academy of Sciences, 15 pages. External link
Lefebvre, M. (2024). First-hitting Place Optimization Problems for Two-dimensional Degenerate Diffusion Processes. WSEAS Transactions on systems and control, 19, 353-359. External link
Lefebvre, M. (2024). A First-Passage-Time Problem for a Discrete-Time Markov Process. International Journal of Applied Mathematics Computational Science and Systems Engineering, 6, 76-81. External link
Lefebvre, M. (2024). Modeling and optimal control of infectious diseases. Mathematics, 12(13), 2139 (12 pages). Available
Lefebvre, M. (2024). On the ability of engineering students to get correct answers in mathematics examinations. Acta et Commentationes Sciences of Education, 34(4), 6 pages. External link
Lefebvre, M. (2024). On the remaining lifespan of devices. Stochastic Models in Probability and Statistics, 1(1), 105-118. External link
Lefebvre, M. (2024). An Optimal Landing Problem for a Bessel Process. WSEAS TRANSACTIONS ON SYSTEMS, 23, 518-520. External link
Lefebvre, M. (2024). A Stochastic Model for the Impact of Climate Change on Temperature and Precipitation. WSEAS Transactions on Environment and Development, 20, 726-734. External link
Lefebvre, M., & Yaghoubi, R. (2024). Optimal control of a queueing system. Optimization, 1-14. External link
Lefebvre, M., & Yaghoubi, R. (2024). Optimal inspection and maintenance policy: integrating a continuous-time Markov Chain into a homing problem. Machines, 12(11), 795 (13 pages). Available
Lefebvre, M., & Yaghoubi, R. (2024). Optimal service time distribution for an M/G/1 waiting queue. Axioms, 13(9), 594 (14 pages). Available
Legrain, A., & Omer, J. (2024). A dedicated pricing algorithm to solve a large family of nurse scheduling problems with branch-and-price. INFORMS Journal on Computing, 21 pages. External link
Lena, A. M. R. (2024). Développement d'un outil de réflexion stratégique adapté aux écosystèmes d'innovation [Master's thesis, Polytechnique Montréal]. Restricted access
Lescieux, C., Kang, J., Obas, H., Bae, N., & Doyon-Poulin, P. Right on Time: Required Time of Arrival (RTA) to Anticipate Human factors Issues with Trajectory Based Operations (TBO) [Paper]. 68th HFES International Annual Meeting, Phoenix, Arizona (6 pages). Published in Proceedings of the Human Factors and Ergonomics Society Annual Meeting. External link
Leveque, B., Irakiza Shyaka, A., Ndong, M., Jalbert, J., Burnet, J.-B., Kammoun, R., Dorner, S., & Bichai, F. (2024). Assessing the vulnerability of urban drinking water intakes to water scarcity under global change: A bottom-up approach. Environmental challenges, 15, 11 pages. External link
Ley, D. (2024). Prédiction de la dégradation de l'huile de lubrification dans les engins miniers [Master's thesis, Polytechnique Montréal]. Restricted access
Li, H., Yazdi, M., Nedjati, A., Moradi, R., Adumene, S., Dao, U., Moradi, A., Haghighi, A., Obeng, F. E., Huang, C.-G., Kang, H. S., Ghasemi Pirbalouti, R., Zarei, E., Dehghan, M., Darvishmotevali, M., Ghasemi, P., Fard, P. S., & Garg, H. (2024). Harnessing AI for Project Risk Management: A Paradigm Shift. In Progressive Decision-Making Tools and Applications in Project and Operation Management: Approaches, Case Studies, Multi-criteria Decision-Making, Multi-objective Decision-Making, Decision under Uncertainty (Vol. 518, pp. 253-272). External link
Liang, J., Jena, S. D., & Lodi, A. (2024). Dynamic rebalancing optimization for bike-sharing systems: A modeling framework and empirical comparison. European Journal of Operational Research, 317(3), 875-889. External link
Ma, H., Zhao, Z., Liang, J., Li, X., & Liu, S. (2024, October). A Dynamic Operational Optimization Method for Robotic Mobile Fulfillment Systems with Inventory Discrepancy Events [Paper]. IEEE International Conference on Systems, Man, and Cybernetics (SMC 2024), Kuching, Malaysia. External link
Maftah, M., Agard, B., Gendreau, M., & Gamache, M. (2024). Integrated dispatching and coordination of electrical drill rigs in open-pit mines: A constraint programming approach. (Technical Report n° G-2024-74). External link
Maftah, M., Gamache, M., Agard, B., & Gendreau, M. (2024). Coordination of electrical drilling machines in open-pit mines : a constraint programming approach. (Technical Report n° G-2024-62). External link
Maftah, M., Gendreau, M., Agard, B., & Gamache, M. (2024). Scheduling of drilling machines in open-pit mines: Stochastic and non-probabilistic CP approaches. (Technical Report n° G-2024-71). External link
Mahmoodi, S., Najafi, A. A., & Ghods, K. (2024). A Multi-Objective Water Cycle Algorithm for the BI-Objective Multi-Mode Project Resource Renting Problem. Economic Computation and Economic Cybernetics Studies and Research, 58(1), 16 pages. External link
Martinez, I., Hafid, A., & Gendreau, M. (2024). Design & Dimensioning of a UAV Set Covering in High-Traffic IoT-Fog Environments. IEEE Internet of Things Journal, 1-1. External link
Mazareinezhad, F., Sekkay, F., & Imbeau, D. (2024, July). Evaluating the accurancy of the MOST predetermined motion time system through lab experiments [Paper]. 15th International Conference on Applied Human Factors and Ergonomics and the Affiliated Conference (AHFE 2024), Nice, France. External link
Mehiri, E.-M. (2024). On the restricted Hanoi graphs. The Art of Discrete and Applied Mathematics. External link
Mhamedi, T., Cherkesly, M., & Desaulniers, G. (2024). A branch-price-and-cut algorithm for the multi-commodity two-echelon vehicle routing problem with time windows. (Technical Report n° G-2024-79). External link
Migot, T., Orban, D., & Siqueira, A. S. (2024). JSOSuite.jl: Solving continuous optimization problems with JuliaSmoothOptimizers. JuliaCon Proceedings, 6(63), 161-161. Available
Migot, T., Orban, D., & Soares Siquiera, A. (2024). JSOSuite.jl: Solving continuous optimization problems with JuliaSmoothOptimizers. (Technical Report n° G-2024-52). External link
Mikhail, M., Ouali, M.-S., & Yacout, S. (2024). A data-driven methodology with a nonparametric reliability method for optimal condition-based maintenance strategies. Reliability Engineering and System Safety, 241, 109668 (11 pages). External link
Momen, S. (2024). Smart Maintenance Framework Development Using Blockchain in an Industry 4.0 Context [Master's thesis, Polytechnique Montréal]. Restricted access
Morabito, L., & Robert, B. (2024). Challenges related to emerging risk management. International Journal of Risk Assessment and Management, 1(1). External link
Morales-Forero, A., Jaime, L. R., Gil-Quiñones, S. R., Montañez, M. Y. B., Bassetto, S., & Coatanéa, É. (2024). An insight into racial bias in dermoscopy repositories: A HAM10000 data set analysis. JEADV Clinical Practice, 477 (8 pages). Available
Morency, C., Trépanier, M., Harding, C., Verreault, H., & Bourbonnais, P.-L. (2024). Scenarios for a National Household Travel Survey in the Province of Quebec. Transportation research procedia, 76, 1-12. Available
Moreno, B. M., Fricker, C., Mohamed, H., Philippe, A., & Trépanier, M. (2024). An Incentive Algorithm for a Closed Stochastic Network: Data and Mean-Field Analysis. La Matematica, 3(2), 651-676. External link
Morissette, J., & Francoeur, V. (2024, June). Du gaspillage à l'écoresponsabilité : développement de profils de consommation zéro déchet pour amener les consommateurs à diminuer les emballages dans le secteur alimentaire [Paper]. 1er congrès interdisciplinaire sur l'économie circulaire (CIEC 2024), Montpellier, France. External link
Mortazavi, E., Doyon-Poulin, P., Imbeau, D., & Robert, J.-M. (2024). Development and validation of four social scales for the UX evaluation of interactive products. International Journal of Human–Computer Interaction, 40(20), 6608-6621. Available
Mortazavi, E., Doyon-Poulin, P., Imbeau, D., & Robert, J.-M. (2024). Identifying the importance of UX dimensions for different software product categories. Interacting with Computers, iwae001 (21 pages). Available
Mortazavi, E., Doyon-Poulin, P., Imbeau, D., Taraghi, M., & Robert, J.-M. (2024). Exploring the landscape of UX subjective evaluation tools and UX dimensions : a systematic literature review (2010-2021). Interacting with Computers, iwae017 (39 pages). Restricted access
Murray, B. A., Coops, N. C., Winiwarter, L., White, J. C., Dick, A., Barbeito, I., & Ragab, A. (2024). Estimating tree species composition from airborne laser scanning data using point-based deep learning models. ISPRS Journal of Photogrammetry and Remote Sensing, 207, 282-297. External link
Nader, N., Diehl, P., D'Elia, M., Glusa, C., & Prudhomme, S. (2024). Machine learning-based identification of the interface regions for coupling local and nonlocal models. Journal of Machine Learning for Modeling and Computing, 5(3), 2024053706 (29 pages). External link
Nadim, K. (2024). Dynamic Causality Analysis Approaches for Improved Industrial Systems Operational Performance [Ph.D. thesis, Polytechnique Montréal]. Restricted access
Nascimento Domingos, E. G., Pereira, C., Armellini, F., Danjou, C., & Facchini, F. (2024). Enabling technologies as a support to achieve resilience in supply chain operations. IEEE Transactions on Engineering Management, 71, 3477946 (14 pages). Available
Nath, S., Carreau, J., Kornhuber, K., Pfleiderer, P., Schleussner, C.-F., & Naveau, P. (2024). MERCURY: A fast and versatile multi-resolution based global emulator of compound climate hazards. (Technical Report n° G-2024-81). External link
Neumann, A., Hajji, A., Rekik, M., & Pellerin, R. (2024). Integrated planning and scheduling of engineer-to-order projects using a Lamarckian Layered Genetic Algorithm. International Journal of Production Economics, 267, 109077 (17 pages). External link
Neves Motta, V., Anjos, M. F., & Gendreau, M. (2024). Improved generalized Benders decomposition for stochastic unit commitment models with demand response. (Technical Report n° G-2024-46). External link
Nguyen, N.-D., Gendron, B., & Lahrichi, N. (2024). A parking incentive allocation problem for ridesharing systems. Transportation Research Part C: Emerging Technologies, 166, 104782 (23 pages). External link
Ni, R., & Zhao, J. (2024, July). Enhancing Urban Intelligent Traffic Simulations of Human-Driven Car-Following Behavior Using Deep Learning Techniques [Paper]. 24th COTA International Conference of Transportation Professionals, Shenzhen, China. External link
Niamié, Y. O., Housti, Y., & Germain, O. (2024). Et si l'effectuation ne permettait pas de mieux pivoter en période de crise? Exploration des conduites de PME en contexte de COVID-19. Journal of Small Business & Entrepreneurship, 2321773. External link
Niroumandrad, N., Lahrichi, N., & Lodi, A. (2024). Learning tabu search algorithms: a scheduling application. Computers & Operations Research, 170, 106751 (16 pages). External link
Nohra, M. (2024). Interfacial Physics-Informed Neural Networks for Electromagnetic and Multifluid Flow Problems [Ph.D. thesis, Polytechnique Montréal]. Restricted access
Noureddine, A., Soumis, F., & Pellerin, R. (2024). A new MIP RCCP model for tackling tactical project planning. International Journal of Production Research, 1-25. External link
Oukassi, H., Jaoua, A., Yacout, S., Negri, E., & Jaoua, M. (2024, December). Towards Standardizing the Integration of Digital Twins in Manufacturing Systems [Paper]. Winter Simulation Conference (WSC 2018), Orlando, FL, USA. Published in 2018 Winter Simulation Conference (WSC). External link
Panquet, Q., Bourgault, M., Pellerin, R., Danjou, C., & Perrier, N. (2024). A Process-Improvement Method for Implementing Earned Value–Based Project Management in Organizations. Journal of Construction Engineering and Management, 150(12), 17 pages. External link
Paoli, A. (2024). Développement d'un test d'adéquation sur les modèles d'échelle pour les maxima d'intensité de précipitations. Application aux courbes Intensité-Durée-Fréquence [Master's thesis, Polytechnique Montréal]. Restricted access
Paoli, A., Carreau, J., & Jalbert, J. (2024). Statistical testing of scaling models for precipitation Intensity-Duration-Frequency curves. (Technical Report n° G-2024-34). External link
Parada, L., Côté, J.-F., & Gendreau, M. (2024). An integer L-shaped method for the static stochastic bicycle repositioning problem. (Technical Report n° 2024-26). External link
Parada, L., Legault, R., Cote, J.-F., & Gendreau, M. (2024). A disaggregated integer L-shaped method for stochastic vehicle routing problems with monotonic recourse. European Journal of Operational Research, 14 pages. External link
Parent, P.-L., Carvalho, M., Anjos, M. F., & Atallah, R. (2024). Maximum flow‐based formulation for the optimal location of electric vehicle charging stations. Networks, 84(2), 109-131. External link
Parjadis, A., Cappart, Q., Dilkina, B., Ferber, A., & Rousseau, L.-M. (2024, September). Learning Lagrangian Multipliers for the Travelling Salesman Problem [Paper]. 30th International Conference on Principles and Practice of Constraint Programming (CP 2024), Girona, Spain (18 pages). External link
Parrenin, L. (2024). Développement d'outils d'aide à la décision visant l'ajustement des paramètres contrôlables dans la production agroalimentaire : cas d'étude des minoteries biologiques [Ph.D. thesis, Polytechnique Montréal]. Restricted access
Parrenin, L., Danjou, C., Agard, B., Marchesini, G., & Barbosa, F. (2024). A decision support tool to analyze the properties of wheat, cocoa beans and mangoes from their NIR spectra. Journal of Food Science, 17252 (15 pages). External link
Passalacqua, M., Cabour, G., Pellerin, R., Léger, P.-M., & Doyon-Poulin, P. (2024). Human-centered AI for industry 5.0 (HUMAI5.0) : design framework and case studies. In Human-centered AI : a multidisciplinary perspective for policy-makers, auditors and users (pp. 260-274). Available
Passalacqua, M., Joblot, L., Magnani, F., Pellerin, R., & Léger, P.-M. (2024). Adaptive system to enhance operator engagement during smart manufacturing work. Sensors & Transducers, 265(2), 106-119. External link
Passalacqua, M., Pellerin, R., Magnani, F., Doyon-Poulin, P., Del-Aguila, L., Boasen, J., & Léger, P.-M. (2024). Human-centred AI in industry 5.0: a systematic review. International Journal of Production Research, 2406021 (32 pages). External link
Passalacqua, M., Pellerin, R., Yahia, E., Magnani, F., Rosin, F., Joblot, L., & Leger, P.-M. (2024). Practice With Less AI Makes Perfect: Partially Automated AI During Training Leads to Better Worker Motivation, Engagement, and Skill Acquisition. International Journal of Human-Computer Interaction, 2319914 (21 pages). External link
Patel, K. K. (2024). Column Generation in Machine Learning [Ph.D. thesis, Polytechnique Montréal]. Restricted access
Patel, K. K. (2024). Progressively strengthening and tuning MIP solvers for reoptimization. Mathematical Programming Computation, 29 pages. External link
Patel, K. K., Desaulniers, G., & Lodi, A. (2024). An improved column-generation-based matheuristic for learning classification trees. Computers & Operations Research, 165, 106578 (12 pages). External link
Patience, P. A., Audet, C., & Blais, B. (2024). Cesogen: Cellular solid generator. (Technical Report n° G-2024-15). External link
Perrier, N., Bled, A., Bourgault, M., Cousin, N., Danjou, C., Pellerin, R., & Roland, T. (2024). Construction 4.0 : a comparative analysis of research and practice. Journal of Information Technology in Construction, 29, 24 pages. External link
Peršak, E., & Anjos, M. F. (2024, May). Learning Deterministic Surrogates for Robust Convex QCQPs [Paper]. 21st International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research (CPAIOR 2024), Uppsala, Sweden. Published in Lecture notes in computer science. External link
Pirie, S., Trépanier, M., & Rei, W. (2024). Characterization of a Covid-fired urban bike delivery system: The Montreal experience. Research in Transportation Business and Management, 56, 101187 (13 pages). External link
Pognon, M. C., Quintero, A., & Pierre, S. (2024). Adaptive priority scheduling of Internet of Things data for disaster management in smart cities. IEEE Access, 3407672 (15 pages). Available
Portilla-Paveri, M., Cariaga, D., Negrete-Pincetic, M., Lorca, Á., & Anjos, M. F. (2024). A long-term generation and transmission expansion planning model considering desalination flexibility and coordination: A Chilean case study. Applied Energy, 371, 123578 (20 pages). External link
Poutré, C., Chételat, D., & Morales, M. (2024). Deep unsupervised anomaly detection in high-frequency markets. Journal of Finance and Data Science, 10, 100129 (18 pages). External link
Prévost, É., Ménard, M.-A., Gaudreault, J., & Ben Ali, M. (2024, May). Mixed-initiative system for combined planning and scheduling [Paper]. 2024 IISE annual Conference & Expo, Montreal, Qc, Canada. Unavailable
Puech, L., Dupuis, A., Dadouchi, C., & Pellerin, R. (2024, July). Applied Data Analytics Approach for Defect Root Causes Analysis in Manufacturing: The Case of Multi-Product Assembly Lines [Paper]. 2024 IEEE 48th Annual Computers, Software, and Applications Conference (COMPSAC 2024), Osaka, Japan. External link
Qu, Y., Shourabizadeh, H., Subramanian, A., Aleman, D. M., Rousseau, L.-M., Law, A., Viswabandya, A., & Michelis, F. V. (2024). Differential Impact of CD34+ Cell Dose for Different Age Groups in Allogeneic Hematopoietic Cell Transplantation for Acute Leukemia: A Machine Learning-Based Discovery. Transplantation and Cellular Therapy, 30(2), S105-S105. External link
Qu, Y., Shourabizadeh, H., Subramanian, A., Aleman, D. M., Rousseau, L.-M., Law, A., Viswabandya, A., & Michelis, F. V. (2024). Differential impact of cd34+ cell dose for different age groups in allogeneic hematopoietic cell transplantation for acute leukemia: a machine learning-based discovery. Experimental Hematology, 104684 (24 pages). External link
Rabipour, M. J. (2024). Demand-Driven Production Management with Log Saw Optimization [Master's thesis, Polytechnique Montréal]. Restricted access
Racette, P., Soumis, F., Quesnel, F., & Lodi, A. (2024). Gaining insight into crew rostering instances through ML-based sequential assignment. Top, 42 pages. Restricted access
Rahmaniani, R., Crainic, T. G., Gendreau, M., & Rei, W. (2024). An asynchronous parallel benders decomposition method for stochastic network design problems. Computers & Operations Research, 162, 106459 (15 pages). External link
Ramdani, A., Beaudry, C., Bourgault, M., & Pulizzotto, D. (2023, July). Navigating geopolitical storms: assessing the robustness of Canada's 5G research network in the wake of the Huawei conflict [Paper]. 19th International Conference on Scientometrics & Informatics (ISSI 2023), Bloomington, IN, USA. Published in Scientometrics, 129(10). Available
Ramirez, C. C., Farmer, Y., Frolic, A., Bravo, G., Gaucher, N. O., Payot, A., Opatrny, L., Poirier, D., Dahine, J., L'Espérance, A., Downar, J., Tanuseputro, P., Rousseau, L.-M., Dumez, V., Descôteaux, A., Dallaire, C., Laporte, K., & Bouthillier, M.- (2024). What are the views of Quebec and Ontario citizens on the tiebreaker criteria for prioritizing access to adult critical care in the extreme context of a COVID-19 pandemic? Bmc Medical Ethics, 25(1), 14-14. External link
Ramírez-Melgarejo, M., & Stringer, T. (2024). Wastewater treatment, energy consumption, and greenhouse gas emissions: An operational approach to comparing Barcelona and Mexico City. Journal of Environmental Management, 353, 120175 (7 pages). External link
Rankohi, S., Smith, D., Lizarralde, G., Bourgault, M., & Pellerin, R. (2023, May). Barriers to the Implementation of Integrated Design Processes—The Case of the Construction Industry in Quebec, Canada [Paper]. Canadian Society of Civil Engineering Annual Conference (CSCE 2023), Moncton, NB, Canada. External link
Rastgar-Amini, F., Aloise, D., Contardo, C., & Desaulniers, G. (2024). Data Mining-Driven Shift Enumeration for Accelerating the Solution of Large-Scale Personnel Scheduling Problems. ACM Transactions on Evolutionary Learning and Optimization, 24 pages. External link
Rather, B. A., Aouchiche, M., Imran, M., & El Hallaoui, I. (2024). On distance Laplacian spectral ordering of some graphs. Journal of Applied Mathematics and Computing, 70, 867-892. External link
Raynaud, P. (2024). Exploiting the Partially-Separable Structure in Quasi-Newton Methods for Unconstrained Optimization and Deep Learning [Ph.D. thesis, Polytechnique Montréal]. Restricted access
Restrepo, M. I., Gendron, B., & Rousseau, L.-M. (2024). Decomposition-Based Algorithms for Mixed-Integer Linear Programs with Integer Subproblems. In Crainic, T. G., Gendreau, M., & Frangioni, A. (eds.), Combinatorial Optimization and Applications (pp. 227-257). External link
Reyes, F. O. G., Gendreau, M., & Potvin, J.-Y. (2024). A metaheuristic for a time-dependent vehicle routing problem with time windows, two vehicle fleets and synchronization on a road network. EURO Journal on Transportation and Logistics, 13, 100143 (20 pages). External link
Ricard, L., Desaulniers, G., Lodi, A., & Rousseau, L.-M. (2024). Increasing schedule reliability in the multiple depot vehicle scheduling problem with stochastic travel time. Omega-International Journal of Management Science, 127, 103100 (19 pages). Available
Ricaux, V., Legrain, A., & Lesage-Landry, A. (2024). On the clique decomposition impact to the optimal power flow semidefinite relaxation solve time. (Technical Report n° G-2024-77). External link
Robatto Simard, S., Gamache, M., & Doyon-Poulin, P. (2024). Development and usability evaluation of VulcanH, a CMMS prototype for preventive and predictive maintenance of mobile mining equipment. Mining, 4(2), 326-351. Available
Robert, J.-M., & Brangier, É. (2024). Prospective ergonomics for the design of future things. Ergonomics, 2409939 (18 pages). External link
Rodrigues, B., Kopisitskiy, D., Cariaga Sandoval, D., & Anjos, M. F. (2024). Winning solution to the 16th AIMMS-MOPTA optimization modelling competition. (Technical Report n° G-2024-59). External link
Roussel, U. M. G. (2024). Espace de résilience dédié à la gestion des conséquences sur des acteurs économiques sur un territoire [Master's thesis, Polytechnique Montréal]. Restricted access
Roy-Baillargeon, O., Tremblay-Racicot, F., & Legrain, A. (2024, July). Mobility as a service, or a sacrifice? Governance and competition between public transport and micromobility [Paper]. AESOP annual Congress Proceedings, Paris, France. External link
Sadana, U., Chenreddy, A., Delage, E., Forel, A., Frejinger, E., & Vidal, T. (2024). A survey of contextual optimization methods for decision-making under uncertainty. European Journal of Operational Research, 19 pages. External link
Sadoune, I., Joanis, M., & Lodi, A. (2024). Implementing a Hierarchical Deep Learning Approach for Simulating Multilevel Auction Data. Computational Economics, -. External link
Saeidi, T., Abolfazli, M., & Mehran, B. (2024). Passenger Origin-Destination Estimation in Public Transit Using Boarding Count Data. Canadian Journal of Civil Engineering. External link
Sajas, L., Francoeur, V., & Bourgault, M. (2024). Analyse des facteurs influençant l'adoption de comportements écoresponsables dans l'industrie de la construction : une revue systématique des levriers et obstacles. Le Climatoscope, 024(6), 111-116. External link
Sajas, L., Francoeur, V., Bourgault, M., & Perrier, N. (2024, June). Facteurs d'adoption de comportements écoresponsables dans l'industrie de la construction : une revue systématique des leviers et des freins [Poster]. 1er Congrès interdisciplinaire sur l'économie circulaire (CIEC 2024), Montpellier, France. Available
Sampaio, R. A., Dias Garcia, J., Poggi, M., & Vidal, T. (2024). Regularization and optimization in model-based clustering. Pattern Recognition, 150, 110310 (14 pages). External link
Sarite, M., Frayret, J.-M., Cimmino, M., & Delcroix, B. (2024, May). Hybrid Simulation of the Assessment of the Impact of External Interventions on Comfort and Occupant Behavior in Intelligent Buildings [Paper]. IISE Annual Conference and Expo, Montreal, QC, Canada (7 pages). Unavailable
Saves, P., Diouane, Y., Bartoli, N., Lefèbvre, T., & Morlier, J. (2024). High-dimensional mixed-categorical Gaussian processes with application to multidisciplinary design optimization for a green aircraft. Structural and Multidisciplinary Optimization, 67, 81 (22 pages). External link
Saves, P., Lafage, R., Bartoli, N., Diouane, Y., Bussemaker, J., Lefèbvre, T., Hwang, J. T., Morlier, J., & Martins, J. R. R. A. (2024). SMT 2.0: A Surrogate Modeling Toolbox with a focus on hierarchical and mixed variables Gaussian processes. Advances in Engineering Software, 188, 103571 (16 pages). External link
Schettini, T., Gendreau, M., Jabali, O., & Malucelli, F. (2024). A pattern-based timetabling strategy for a short-turning metro line. Public Transport, 16, 37 pages. External link
Schnidrig, J., Chuat, A., Granacher, J., Terrier, C., Maréchal, F., & Margni, M. (2024). Power shift: quantifying the role of actors in the multi-actor Swiss energy system decentralization. Frontiers in Energy Research, 12, 23 pages. Available
Schnidrig, J., Chuat, A., Terrier, C., Marechal, F., & Margni, M. (2024). Power to the People: On the Role of Districts in Decentralized Energy Systems. Energies, 17(7), 1718 (38 pages). Available
Schnidrig, J., Souttre, M., Chuat, A., Maréchal, F., & Margni, M. (2024). Between green hills and green bills: Unveiling the green shades of sustainability and burden shifting through multi-objective optimization in Swiss energy system planning. Journal of Environmental Management, 370, 122537 (12 pages). External link
Scotto Di Perrotolo, A., Diouane, Y., Gürol, S., & Vasseur, X. (2024). A general error analysis for randomized low-rank approximation with application to data assimilation. (Technical Report n° G-2024-31). External link
Seiti, H., Ghasemi Pirbalouti, R., Elkamel, A., Selvik, J.T., & Makui, A. (2024). Developing a new framework for techno-economic hydrogen energy risk management through probabilistic R.Graph. International Journal of Hydrogen Energy, 21 pages. External link
Seiti, H., Larni-Fooeik, A. M., Ghasemi Pirbalouti, R., Selvik, J. T., Erenay, F. S., & Elkamel, A. (2024). Incorporating failure mode and effects analysis into a novel framework for hydrogen production from solid waste gasification. International Journal of Hydrogen Energy, 18 pages. External link
Serrano, B., & Vidal, T. (2024). Community detection in the stochastic block model by mixed integer programming. Pattern Recognition, 152, 110487 (12 pages). Available
Serrano, B., Minner, S., Schiffer, M., & Vidal, T. (2024). Bilevel optimization for feature selection in the data-driven newsvendor problem. European Journal of Operational Research, 315(2), 703-714. Available
Shahin, R., Beaulieu, M., Bélanger, V., & Cousineau, M. (2024, June). Optimizing Strategic Personal Protective Equipment Stockpiling: An Assessment Using Morris Sensitivity Analysis [Paper]. 1st International Conference on Industrial, Manufacturing, and Process Engineering (ICIMP-2024), Regina, Canada. Available
Shahnejat Bushehri, A., Amirnia, A., Belkhiri, A., Keivanpour, S., Gohring de Magalhaes, F., & Nicolescu, G. (2024). Deep Learning-Driven Anomaly Detection for Green IoT Edge Networks. IEEE Transactions on Green Communications and Networking, 8(1), 498-513. External link
Shiri, A., Yarahmadi, A., Keivanpour, S., & Lamghari, A. (2024, October). Real-time RL-based Matching with H3 Geohash Partitioning in Smart Freight Platform [Paper]. IEEE 100th Vehicular Technology Conference (VTC2024-Fall), Washington, DC, USA. External link
Singh, A., Nawayseh, N., Dhabi, Y. K., & Samuel, S. (2024). Transforming farming with intelligence : smart vibration monitoring and alert system. Journal of Engineering Research, 12(2), 190-199. Available
Sinjorgo, L., Sotirov, R., & Anjos, M. F. (2024). Cuts and semidefinite liftings for the complex cut polytope. Mathematical Programming, 50 pages. External link
Sioui-Latulippe, O. (2023, June). A Novel, Low Cost, Highly Alloyed Cast Iron Powder for the Production of High Performance Binder Jet Components [Poster]. 2023 International Conference on Powder Metallurgy & Particulate Materials (Powder Met 2023), Las Vegas, Nevada. Unavailable
Siwane, O., Pellerin, R., & El Hallaoui, I. (2024, August). New visual resource-oriented margins for the Resource Constrained Project Scheduling Problem [Paper]. 18th IFAC Symposium on Information Control Problems in Manufacturing (INCOM 2024), Vienna, Austria. Available
Slamani, M., Elhadi, A., Amroune, S., Arslane, M., Jomaa, W., Fouad, H., Châtelain, J.-F., & Jawaid, M. (2024). Investigating the impact of drill material on hole quality in jute/palm fiber reinforced hybrid composite drilling with uncertainty analysis. Heliyon, 10(17), e36925 (23 pages). Available
Smati, M., Laval, J., Cheutet, V., & Danjou, C. (2024, July). Enhancing Data Integrity with CSDT: A Solution to Predict Data Disturbance in IoT Systems [Paper]. IFIP 21st International Conference on Product Lifecycle Management, Bangkok, Thailand. Unavailable
Souid, A., Jomaa, W., & Terres, M. A. (2024). Artificial neural network-based modelling and prediction of white layer formation during hard turning of steels. Materiaux & Techniques, 112(3), 304 (13 pages). External link
Souid, A., Mbarek, Y., Jomaa, W., & Terres, M. A. (2023, March). Optimization and Prediction of White Layer Thickness After Hard Turning [Paper]. 6th International Tunisian Congress of Mechanics (CoTuMe 2023), Monastir, Tunisia. External link
Stringer, T., & Ramírez-Melgarejo, M. (2024). Decarbonization pathways in Latin America: Assessing the economic and policy implications of transitioning to renewable energy sources. Next Energy, 5, 100157 (11 pages). External link
Stringer, T., Burelo, M., Joanis, M., Lebel, H., & Rochefort, D. (2024, June). Component-level cost analysis of aqueous organic redox flow batteries: An island case study from Canada [Paper]. 7th International Conference on Electrical Engineering and Green Energy (CEEGE), Los Angeles, CA, USA. External link
Stringer, T., Joanis, M., & Abdoli, S. (2024). Power generation mix and electricity price. Renewable Energy, 221, 119761 (9 pages). External link
Ta-Dinh, Q., Pham, T.-S., Hà, M. H., & Rousseau, L.-M. (2024). A reinforcement learning approach for the online dynamic home health care scheduling problem. Health Care Management Science, 15 pages. External link
Taboga, V. (2024). On Intelligent and Adaptive Control of Thermal Loads in Buildings under Demand Response Programs [Ph.D. thesis, Polytechnique Montréal]. Restricted access
Taboga, V., & Dagdougui, H. (2024). A Distributed ADMM-Based Deep Learning Approach for Thermal Control in Multi-Zone Buildings Under Demand Response Events. IEEE Transactions on Automation Science and Engineering, 3435073 (15 pages). External link
Taboga, V., Gehring, C., Le Cam, M., Dagdougui, H., & Bacon, P.-L. (2024). Neural differential equations for temperature control in buildings under demand response programs. Applied Energy, 368, 123433 (14 pages). External link
Taha, H. A., Mammeri, A., & Yacout, S. (2024, November). Advanced Powertrain Fault Diagnosis for Electric Buses: An IoV Approach [Paper]. IEEE 10th World Forum on Internet of Things (WF-IoT 2024), Ottawa, ON, Canada. External link
Tashman, D. H., Cherkaoui, S., & Hamouda, W. (2024). Optimizing Cognitive Networks: Reinforcement Learning Meets Energy Harvesting Over Cascaded Channels. IEEE Systems Journal, 3442017 (10 pages). External link
Teinturier, A., Philippe, A., & Trépanier, M. (2024). Estimation des émissions de CO₂ des véhicules commerciaux du Québec à partir de données de vérification mécanique. (Technical Report n° CIRRELT-2024-23). External link
Tfaily, A., Diouane, Y., Bartoli, N., & Kokkolaras, M. (2024). Bayesian optimization with hidden constraints for aircraft design. (Technical Report n° G-2024-10). External link
Tfaily, A., Diouane, Y., Bartoli, N., & Kokkolaras, M. (2024). Bayesian optimization with hidden constraints for aircraft design. Structural and Multidisciplinary Optimization, 67, 13 (18 pages). External link
Therville, T. (2024). Prédictions des surverses occasionnées par les précipitations sur l'île de Montréal [Master's thesis, Polytechnique Montréal]. Restricted access
Thio, N. A., Audet, C., Diago Martinez, M., Gheribi, A. E., Le Digabel, S., Lebeuf, X., Lemyre-Garneau, M., & Tribes, C. (2024). solar: A solar thermal power plant simulator for blackbox optimization benchmarking. (Technical Report n° G-2024-37). External link
Thompson, J. O., Lahrichi, N., Meyer, P., Mohammadi, M., & Thevenin, S. (2024, June). A Large Neighborhood Search Metaheuristic for the Stochastic Mixed Model Assembly Line Balancing Problem with Walking Workers [Paper]. 15th International Conference on Metaheuristics (MIC 2024), Lorient, France. External link
Trépanier, M., & Munizaga, M. (2024). Workshop Synthesis: Leveraging Household Survey and Fare Collection Data in Public transport. Transportation Research Procedia, 76, 555-561. External link
Trépanier, M., Boyer, É., De Marcellis-Warin, N., & Cardinal, É. (2024). Corridor nordique multimodal pancanadien : le passage au Québec dans un contexte autochtone particulier. (Technical Report n° CIRRELT-2024-01). External link
Tribes, C., Benarroch-Lelong, S., Peng, L., & Kobyzev, I. (2024). Hyperparameter optimization for Large Language Model instruction-tuning. (Technical Report n° G-2023-62). External link
Vadeboncoeur, D., Pellerin, R., & Danjou, C. (2024, February). Assessing the influence of human factors on overall labor effectiveness in manufacturing : a comprehensive literature review [Paper]. 4th IFSA winter-conference on automation, robotics & communications for industry 4.0/5.0 (ARCT 2024), Innsbruck, Austria. External link
Vella, C., Gosselet, P., & Prudhomme, S. (2024). An efficient PGD solver for structural dynamics applications. Advanced Modeling and Simulation in Engineering Sciences, 11, 15 (27 pages). Available
Vivier-Ardisson, G., Forel, A., Parmentier, A., & Vidal, T. (2024, July). CF-OPT: Counterfactual Explanations for Structured Prediction [Paper]. 41st International Conference on Machine Learning (ICML 2024), Vienna, Austria. External link
Wang, H., Zhao, Z., Liang, J., Li, X., & Liu, S. (2024, October). Lexicographic Multi-objective Order Picking Optimization for Robotic Mobile Fulfillment Systems [Paper]. IEEE International Conference on Systems, Man, and Cybernetics (SMC 2024), Kuching, Malaysia. External link
Warin, T., D'Anglade, P. M., & De Marcellis-Warin, N. (2024, February). Balancing speed and stability : a digital twin-driven efficiency frontier approach in pulp and paper industry operations [Paper]. 4th IFSA winter-conference on automation, robotics & communications for industry 4.0/5.0 (ARCT 2024), Innsbruck, Austria. External link
Wecker, A. J., Tuval, N., Hertz, A., Mahamid, M., & Kuflik, T. (2024, October). A roadmap for privacy preserving tourist recommendation system [Paper]. Workshop on Recommenders in Tourism (RecTour 2024), Bari, Italy. External link
Wei, X., Sharma, S., Waeber, A., Wen, D., Sampathkumar, S. N., Margni, M., Maréchal, F., & Van herle, J. (2024). Comparative life cycle analysis of electrolyzer technologies for hydrogen production: Manufacturing and operations. Joule. External link
Xu, M., Akhtar, S., Mohit, M., Zueter, A. F., & Sasmito, A. P. (2024). Asymptotic analysis of a two-phase Stefan problem in an annulus with the convective boundary. International Journal of Thermal Sciences, 196, 108744 (16 pages). External link
Yaghini, M., Pooladi, H., & Karimi, M. (2024). A Bi-objective model and a branch-and-price-and-cut solution method for the railroad blocking problem in hazardous material transportation. Journal of Rail Transport Planning and Management, 32, 100486. External link
Yaghoubi, R., Mahboubi, A., Miyangaskary, M., & Keivanpour, S. (2024, September). Developing a Robust Multi-objective Optimization Model for Reverse Logistics of Electric Vehicle Batteries [Paper]. 43rd IFIP WG 5.7 International Conference on Advances in Production Management (APMS 2023), Chemnitz, Germany. External link
Yahia, E., Magnani, F., Joblot, L., Passalacqua, M., & Pellerin, R. (2024). Exploring the Effects of Industry 4.0/5.0 on Human Factors: A Preliminary Systematic Literature Review. IFAC-PapersOnLine, 58(19), 539-544. Available
Yakob, N., Laliberté, S., Doyon-Poulin, P., Jouvet, P. A., & Noumeir, R. (2024). Data representation structure to support clinical decision-making in the pediatric intensive care unit: Interview study and preliminary decision support interface design. JMIR Formative Research, 8(1), e49497 (21 pages). Available
Yamada Macicieski, A. P. L., Domingos, E., Hoffmann, J., Leite, L. R., & Pereira, C. R. (2023, July). Drives and Barriers for Circular Ion-Lithium Battery Economy: A Case Study in an Automobile Manufacturer [Paper]. 20th IFIP WG 5.1 International Conference on Product Lifecycle Management (PLM 2023), Montreal, QC, Canada. External link
Yamín, D., Desaulniers, G., & Mendoza, J. E. (2024). Code and Data Repository for The Electric Vehicle Routing and Overnight Charging Scheduling Problem on a Multigraph [Dataset]. External link
Yamín, D., Desaulniers, G., & Mendoza, J. E. (2024). The Electric Vehicle Routing and Overnight Charging Scheduling Problem on a Multigraph. Informs Journal on Computing, 0404 (23 pages). External link
Yarahmadi, A., Morency, C., & Trépanier, M. (2024). Identifying optimal number of driving cycles to represent diverse driving conditions. International Journal of Sustainable Transportation, 704-726. External link
Yousefi, S., Saen, R. F., Shabanpour, H., & Ghods, K. (2024). An innovative patient clustering method using data envelopment Analysis-Discriminant analysis and artificial neural networks: A case study in healthcare systems. Socio-Economic Planning Sciences, 95, 102054 (11 pages). External link
Zanette, A., Gendreau, M., & Rei, W. (2024). Production Inventory Technician Routing Problem: A Bi-objective Post-sales Application. In Combinatorial Optimization and Applications: A Tribute to Bernard Gendron (Vol. 358, pp. 379-405). External link
Zhang, C., Schmocker, J.-D., & Trépanier, M. (2024). Carsharing adoption dynamics considering service type and area expansions with insights from a Montreal case study. Transportation Research Part C: Emerging Technologies, 167, 104810 (18 pages). External link
Zhao, J., Poon, M., Tan, V. Y. F., & Zhang, Z. (2024). A hybrid genetic search and dynamic programming-based split algorithm for the multi-trip time-dependent vehicle routing problem. European Journal of Operational Research, 15 pages. External link
Zhao, Z., Cheng, J., Fan, Z., Liang, J., & Liu, S. (2024, November). Human-robot collaborative picking optimization in robotic mobile fulfillment systems [Paper]. International Conference on Automation in Manufacturing, Transportation and Logistics (iCaMaL 2023), Wuhan, China. Published in IET Conference Proceedings, 2023(49). External link
Zhao, Z., Cheng, J., Liang, J., Liu, S., Zhou, M.C., & Al-Turki, Y. (2024). Order Picking Optimization in Smart Warehouses With Human-Robot Collaboration. IEEE Internet of Things Journal, 3352658 (12 pages). External link
Zhu, L., Adulyasak, Y., & Rousseau, L.-M. (2024). Partial-outsourcing strategy for the vehicle routing problem with stochastic demands. (Technical Report n° G-2024-70). External link
