Faculty profile
Yves Lucet
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Research
Latest papers
ConvNet-Generated Adversarial Perturbations for Evaluating 3D Object Detection Robustness.
Sensors (Basel, Switzerland) · 2025 · senior author
Latest funding
- $240,000
Machine learning for process improvement and resource management in the oil and gas sector
NSERC · 2021 · Co-investigator
- $240,000
Estimating oil and gas well life cycle using machine learning
NSERC · 2021 · Principal investigator
- $287,000
Computer-Aided Nonsmooth Analysis and Applications
NSERC · 2018 · Principal investigator
1 publications.
ConvNet-Generated Adversarial Perturbations for Evaluating 3D Object Detection Robustness.
Abraha TM, Graham-Knight JB, Lasserre P, Najjaran H, Lucet Y
Machine learning for process improvement and resource management in the oil and gas sector
Principal investigators: Lasserre, Patricia P
Keywords: data-driven knowledge discovery; deep learning; knowledge base systems; machine learning; optimal resource management; timeline prediction; time series prediction
Estimating oil and gas well life cycle using machine learning
Principal investigators: Lucet, Yves YP
Keywords: generative additive models; machine learning; machine learning fairness; ML interpretability/explainability; oil and gas well lifecycle; optimal classification tree; optimal rule lists; orphan wells; site restoration; well lifecycle prediction
Computer-Aided Nonsmooth Analysis and Applications
Principal investigators: Lucet, Yves
Keywords: computational convex analysis; convex analysis; nonsmooth analysis; legendre-fenchel transform; convex envelope; convex hull; moreau envelope; piecewise quadratic functions
Data science collaborative research & development workshop
Principal investigators: Lucet, Yves
Mobile augmented-reality educational game including data acquisition and analytics
Principal investigators: Lucet, Yves
Extending multiple choice questions for instructor-authored mobile practice application
Principal investigators: Lucet, Yves
Advanced optimization methods for road construction
Principal investigators: Lucet, Yves
Data analytics and optimization for SmartiServ services
Principal investigators: Lucet, Yves
Computer-Aided Nonsmooth Analysis and Applications
Principal investigators: Lucet, Yves
Optimal design of reinforced concrete beams
Principal investigators: Lucet, Yves
From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.
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