Gabriel P. Langlois

1. Overcoming the curse of dimensionality for some Hamilton--Jacobi partial differential equations via neural network architectures
   2019/10/20 by Jérôme Darbon, Gabriel P. Langlois, Darbon, Jerome +3 · 2 citations
   Physics and Astronomy · Computer Science · #Model Reduction and Neural Networks #Neural Networks and Applications #Gaussian Processes and Bayesian Inference
2. Topology optimization for inverse magnetostatics as sparse regression: application to electromagnetic coils for stellarators
   2023/06/21 by Alan A. Kaptanoglu, Gabriel P. Langlois, Kaptanoglu, Alan A. +3 · 2 citations
   Engineering · #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Piezoelectric Actuators and Control #Plasma Physics (physics.plasm-ph) #Topology Optimization in Engineering
3. A fast algorithm for solving the lasso problem exactly without homotopy using differential inclusions
   2025/07/08 by Gabriel P. Langlois, Jérôme Darbon, Langlois, Gabriel P. +1 · 1 citation
   Computer Science · Engineering · Mathematics · #34A60 #37N40 #46N10 #62J07 #65K05 #90C25 #FOS: Computer and information sciences #FOS: Mathematics #Functional Analysis (math.FA) #G.1.6 #I.5.4 #Machine Learning (cs.LG) #Numerical methods in inverse problems #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
4. Exact Total Variation Minimizers as Non-Oscillatory Limiters in High-Order Methods for Conservation Laws
   2026/07/29 by Gabriel P. Langlois, Jerome Darbon, Rongjie Lai +2
   Mathematics · Computer Science · #math.NA #cs.NA