Barreau, Matthieu

3 publications

ICLR 2026 Iterative Training of Physics-Informed Neural Networks with Fourier-Enhanced Features Yulun Wu, Miguel Aguiar, Karl Henrik Johansson, Matthieu Barreau

ICLR 2026 Source-Guided Flow Matching Zifan Wang, Alice Harting, Matthieu Barreau, Michael M. Zavlanos, Karl Henrik Johansson

L4DC 2021 Learning-Based State Reconstruction for a Scalar Hyperbolic PDE Under Noisy Lagrangian Sensing Matthieu Barreau, John Liu, Karl Henrik Johansson