Jean-Philippe Colombier

According to our database, Jean-Philippe Colombier authored at least 3 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Unrolled-SINDy: A Stable Explicit Method for Non linear PDE Discovery from Sparsely Sampled Data.

Fayad Ali Banna, Antoine Caradot, Eduardo Brandao, Jean-Philippe Colombier, Rémi Emonet, Marc Sebban

CoRR, October, 2025

2024

Physics-Informed Machine Learning for Better Understanding Laser-Matter Interaction.

Fayad Ali Banna, Jean-Philippe Colombier, Rémi Emonet, Marc Sebban

Proceedings of the 36th IEEE International Conference on Tools with Artificial Intelligence, 2024

2022

Learning PDE to Model Self-Organization of Matter.

Eduardo Brandao, Jean-Philippe Colombier, Stefan Duffner, Rémi Emonet, Florence Garrelie, Amaury Habrard, François Jacquenet, Anthony Nakhoul, Marc Sebban

Entropy, 2022