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Jonathan Gaudreault · SciRah

Researcher profile · Semantic Scholar

Jonathan Gaudreault

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Jonathan Gaudreault — researcher profile on SciRah

h-index: 16
Works: 76
Citations: 837

Most-cited papers

Tree Species Identification from Bark Images Using Convolutional Neural Networks
Mathieu Carpentier, P. Giguère, Jonathan Gaudreault
2018IEEE/RJS International Conference on Intelligent RObots and Systems75 citations Open access
Semantic Scholar
Distributed search for supply chain coordination
Jonathan Gaudreault, J. Frayret, G. Pesant
2009Computers in industry (Print)64 citations
Semantic Scholar
Agent-based supply-chain planning in the forest products industry
J. Frayret, S. D'Amours, A. Rousseau, S. Harvey +1 more
200758 citations
Semantic Scholar
Combined planning and scheduling in a divergent production system with co-production: A case study in the lumber industry
Jonathan Gaudreault, J. Frayret, A. Rousseau, S. D'Amours
2011Computers & Operations Research47 citations
Semantic Scholar
Study of the performance of multi-behaviour agents for supply chain planning
P. Forget, S. D'Amours, J. Frayret, Jonathan Gaudreault
2009Computers in industry (Print)40 citations
Semantic Scholar
DISTRIBUTED OPERATIONS PLANNING IN THE LUMBER SUPPLY CHAIN: MODELS AND COORDINATION.
Jonathan Gaudreault, P. Forget, J. Frayret, A. Rousseau +2 more
201037 citations
Semantic Scholar
Optimization/simulation-based framework for the evaluation of supply chain management policies in the forest product industry
Wassim Jerbi, Jonathan Gaudreault, S. D'Amours, M. Nourelfath +3 more
2012IEEE International Conference on Systems, Man and Cybernetics33 citations
Semantic Scholar
Toward digital twins for sawmill production planning and control: benefits, opportunities, and challenges
Sylvain Chabanet, Hind Bril El-Haouzi, Michael Morin, Jonathan Gaudreault +1 more
2022International Journal of Production Research32 citations Open access
Semantic Scholar
Machine learning-based models of sawmills for better wood allocation planning
Michael Morin, Jonathan Gaudreault, Edith Brotherton, F. Paradis +3 more
2020International Journal of Production Economics32 citations
Semantic Scholar
Simulation-optimisation based framework for Sales and Operations Planning taking into account new products opportunities in a co-production context
Jean Wery, Jonathan Gaudreault, André Thomas, Philippe Marier
2018Computers in industry (Print)30 citations Open access
Semantic Scholar
Integrating revenue management and sales and operations planning in a Make-To-Stock environment: softwood lumber case study
Maha Ben Ali, S. D'Amours, Jonathan Gaudreault, Marc-André Carle
2019INFOR. Information systems and operational research20 citations
Semantic Scholar
Parallel Discrepancy-Based Search
Thierry Moisan, Jonathan Gaudreault, Claude-Guy Quimper
2013International Conference on Principles and Practice of Constraint Programming20 citations
Semantic Scholar
Dynamic safety stock in co-production demand-driven wood remanufacturing mills: A case study
Rezvan Rafiei, M. Nourelfath, Jonathan Gaudreault, L. A. Santa-Eulalia +1 more
201519 citations
Semantic Scholar
Machine learning-based metamodels for sawing simulation
Michael Morin, F. Paradis, Amélie Rolland, Jean Wery +2 more
2015Online World Conference on Soft Computing in Industrial Applications19 citations
Semantic Scholar
A periodic re-planning approach for demand-driven wood remanufacturing industry: a real-scale application
Rezvan Rafiei, M. Nourelfath, Jonathan Gaudreault, L. A. Santa-Eulalia +1 more
201419 citations
Semantic Scholar
Evaluating order acceptance policies for divergent production systems with co-production
Ludwig Dumetz, Jonathan Gaudreault, André Thomas, N. Lehoux +2 more
2017International Journal of Production Research17 citations Open access
Semantic Scholar
A Simulation Framework for the Evaluation of Production Planning and Order Management Strategies in the Sawmilling Industry
Ludwig Dumetz, Jonathan Gaudreault, André Thomas, Philippe Marier +2 more
2015IFAC-PapersOnLine15 citations Open access
Semantic Scholar
An Optimization and Simulation Framework for Integrated Tactical Planning of Wood Harvesting Operations, Wood Allocation and Lumber Production
Maxime Morneau-Pereira, M. Arabi, Jonathan Gaudreault, M. Nourelfath +1 more
201414 citations
Semantic Scholar
Human-machine interaction for real-time linear optimization
Simon Hamel, Jonathan Gaudreault, Claude-Guy Quimper, Mathieu Bouchard +1 more
2012IEEE International Conference on Systems, Man and Cybernetics14 citations
Semantic Scholar
An iterative closest point method for measuring the level of similarity of 3d log scans in wood industry
Cyrine Selma, H. B. Haouzi, P. Thomas, Jonathan Gaudreault +1 more
2017Service Orientation in Holonic and Multi-Agent Manufacturing13 citations Open access
Semantic Scholar
Dynamic allocation of human resources: case study in the metal 4.0 manufacturing industry
Maude Beauchemin, Marc-André Ménard, Jonathan Gaudreault, N. Lehoux +2 more
2022International Journal of Production Research11 citations
Semantic Scholar
Agent-Based Simulation to Anticipate Impacts of Tactical Supply Chain Decision-Making in the Lumber Industry
S. Lemieux, S. D'Amours, Jonathan Gaudreault, J. Frayret
200911 citations
Semantic Scholar
Neural Network Architectures and Feature Extraction for Lumber Production Prediction
Vincent Martineau, Michael Morin, Jonathan Gaudreault, P. Thomas +1 more
2021Canadian AI10 citations Open access
Semantic Scholar
A kNN approach based on ICP metrics for 3D scans matching: an application to the sawing process
Sylvain Chabanet, P. Thomas, H. B. El-Haouzi, Michael Morin +1 more
2021IFAC-PapersOnLine10 citations Open access
Semantic Scholar
The Fixed Route Electric Vehicle Charging Problem with nonlinear energy management and variable vehicle speed
Anthony Deschênes, Jonathan Gaudreault, Louis-Philippe Vignault, Frederic Bernard +1 more
2020IEEE International Conference on Systems, Man and Cybernetics10 citations
Semantic Scholar
Supply Chain Coordination Using an Adaptive Distributed Search Strategy
Jonathan Gaudreault, G. Pesant, J. Frayret, S. D'Amours
2012IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews)10 citations
Semantic Scholar
Design of Multi-Behavior Agents for Supply Chain Planning: An Application to the Lumber Industry
P. Forget, S. D'Amours, J. Frayret, Jonathan Gaudreault
200810 citations Open access
Semantic Scholar
RLBS: An Adaptive Backtracking Strategy Based on Reinforcement Learning for Combinatorial Optimization
Ilyess Bachiri, Jonathan Gaudreault, Claude-Guy Quimper, B. Chaib-draa
2015IEEE International Conference on Tools with Artificial Intelligence9 citations
Semantic Scholar
A MULTI-LEVEL FRAMEWORK FOR DEMAND FULFILLMENT IN A MAKE-TO-STOCK ENVIRONMENT- A CASE STUDY IN CANADIAN SOFTWOOD LUMBER INDUSTRY A MAKE-TO-STOCK ENVIRONMENT- A CASE
Maha Ben Ali, Jonathan Gaudreault, S. D'Amours
20149 citations
Semantic Scholar
S&OP NETWORK MODEL FOR COMMODITY LUMBER PRODUCTS
Philippe Marier, S. Bolduc, Maha Ben Ali, Jonathan Gaudreault
20149 citations
Semantic Scholar
Tactical-operational coordination of a divergent production system with coproduction: the sawmilling challenge
Ludwig Dumetz, Jonathan Gaudreault, H. B. El-Haouzi, André Thomas +2 more
2021INFOR. Information systems and operational research8 citations Open access
Semantic Scholar
Kiln Drying Operations Scheduling with Dynamic Composition of Loading Patterns
Philippe Marier, Jonathan Gaudreault, Thomas Noguer
20218 citations
Semantic Scholar
Simulation and Evaluation of Coordination Mechanisms for a Decentralized Lumber Production System with Coproduction
Ludwig Dumetz, Jonathan Gaudreault, André Thomas, N. Lehoux +2 more
2019Forest products journal8 citations
Semantic Scholar
Configuration and evaluation of an integrated demand management process using a space-filling design and Kriging metamodeling
Maha Ben Ali, S. D'Amours, Jonathan Gaudreault, Mark A. Carle
20188 citations Open access
Semantic Scholar
Discrepancy-Based Method for Hierarchical Distributed Optimization
Jonathan Gaudreault, J. Frayret, G. Pesant
2007IEEE International Conference on Tools with Artificial Intelligence7 citations
Semantic Scholar
Dynamic Programming for the Fixed Route Electric Vehicle Charging Problem with NonLinear Energy Management
Anthony Deschênes, Jonathan Gaudreault, Claude-Guy Quimper
20222022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC)6 citations
Semantic Scholar
Predicting Electric Vehicle Consumption: A Hybrid Physical-Empirical Model
Anthony Deschênes, Jonathan Gaudreault, Kim Rioux-Paradis, Chloé Redmont
2019World Electric Vehicle Journal6 citations Open access
Semantic Scholar
Predicting real life electric vehicle fast charging session duration using neural networks
Anthony Deschênes, Jonathan Gaudreault, Claude-Guy Quimper
20222022 IEEE Intelligent Vehicles Symposium (IV)5 citations
Semantic Scholar
POUR LA PRISE DE DÉCISION DISTRIBUÉE EN CONTEXTE HIÉRARCHIQUE
Jonathan Gaudreault
20095 citations
Semantic Scholar
A data-driven framework to deal with intrinsic variability of industrial processes: An application in the textile industry
P. Lajoie, Jonathan Gaudreault, N. Lehoux, Maha Ben Ali
2019IFAC-PapersOnLine4 citations Open access
Semantic Scholar
Designing a generic human-machine framework for real-time supply chain planning
Jonathan Gaudreault, Claude-Guy Quimper, Philippe Marier, Mathieu Bouchard +2 more
2017Journal of Computational Design and Engineering4 citations Open access
Semantic Scholar
Analysis of uncontrollable supply effects on a co-production demand-driven wood remanufacturing mill with alternative processes
Rezvan Rafiei, M. Nourelfath, Jonathan Gaudreault, L. A. Santa-Eulalia +1 more
2016INFOR. Information systems and operational research4 citations
Semantic Scholar
An image is worth 10,000 points: Neural network architectures and alternative log representations for lumber production prediction
Vincent Martineau, Michael Morin, Jonathan Gaudreault, Philippe Thomas +2 more
2023Computers in industry (Print)3 citations
Semantic Scholar
Vine Copula-Based Data Generation for Machine Learning With an Application to Industrial Processes
Jean-Thomas Sexton, Michael Morin, Jonathan Gaudreault
20223 citations
Semantic Scholar
Automatic State Matching Gaussian Process Ensemble for Wood Planer Control
Jean-Thomas Sexton, Michael Morin, Rémi Georges, F. Abasian +1 more
2022IFAC-PapersOnLine3 citations Open access
Semantic Scholar
The Confidence Constraint: A Step Towards Stochastic CP Solvers
Alexandre Mercier-Aubin, Ludwig Dumetz, Jonathan Gaudreault, Claude-Guy Quimper
2020International Conference on Principles and Practice of Constraint Programming3 citations
Semantic Scholar
Leveraging Constraint Scheduling: A Case Study to the Textile Industry
Alexandre Mercier-Aubin, Jonathan Gaudreault, Claude-Guy Quimper
2020Integration of AI and OR Techniques in Constraint Programming3 citations
Semantic Scholar
SIMULATING AN INTEGRATED REVENUE MANAGEMENT APPROACH IN A PRODUCTION SYSTEM WITH PRODUCT SUBSTITUTION
Maha Ben Ali, S. D'Amours, Jonathan Gaudreault, Marc-André Carle
2018Online World Conference on Soft Computing in Industrial Applications3 citations
Semantic Scholar
RE-PLANNING WITH MINIMAL PERTURBATION
Thierry Moisan, Claude-Guy Quimper, Jonathan Gaudreault, S. Michaud
20143 citations
Semantic Scholar
ADS: An Adaptive Search Strategy for Efficient Distributed Decision Making
Jonathan Gaudreault, G. Pesant, J. Frayret, Pavillon Adrien-Pouliot
20083 citations
Semantic Scholar

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