Faculty profile
Quentin Cappart
Back to facultyThis profile is built from public research funding records (CIHR, NSERC and SSHRC) and PubMed. We have not imported them from a Polytechnique Montréal directory, so their courses and email address may be missing. Find their university profile.
Research
Latest papers
Learning and fine-tuning a generic value-selection heuristic inside a constraint programming solver.
Constraints : an international journal · 2024 · senior author
Graph neural networks and deep reinforcement learning for simultaneous beam orientation and trajectory optimization of Cyberknife.
Physics in medicine and biology · 2021
Latest funding
- $87,000
Hybrid artificial intelligence methods for combinatorial optimization
NSERC · 2022 · Principal investigator
- $12,500
Hybrid artificial intelligence methods for combinatorial optimization
NSERC · 2022 · Principal investigator
- $153,430
Optimization algorithms for large-scale bus and train unit scheduling
NSERC · 2021 · Co-investigator
2 publications.
Learning and fine-tuning a generic value-selection heuristic inside a constraint programming solver.
Marty T, Boisvert L, François T, Tessier P, Gautier L, Rousseau LM, Cappart Q
Graph neural networks and deep reinforcement learning for simultaneous beam orientation and trajectory optimization of Cyberknife.
Kafaei P, Cappart Q, Renaud MA, Chapados N, Rousseau LM
Hybrid artificial intelligence methods for combinatorial optimization
Principal investigators: Cappart, Quentin
Keywords: combinatorial optimization; constraint programming; machine learning; reinforcement learning; search algorithms; operations research
Hybrid artificial intelligence methods for combinatorial optimization
Principal investigators: Cappart, Quentin
Optimization algorithms for large-scale bus and train unit scheduling
Principal investigators: Desaulniers, Guy G
Keywords: bus parking; bus scheduling; column generation; degeneracy; electric bus recharging; large-scale problems; machine learning; operations research; passenger transportation; train unit scheduling
From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.
A short, specific email works best. This draft uses one of their recent papers; replace the parts in brackets with your own details before sending.