Malice's Blog

Reports of seminars and reading groups

Physics-informed machine learning meets engineering

An online seminars serie hosted by the Alan Turing Institute

1 min read · October 17, 2023

2023 · video
NeuPDE

Hard-coding derivative to reduce the parameter count in NeuralODE

3 min read · October 9, 2023

2023 · reading
MeshFreeFlowNet

A Physics-constrained super-resolution framework

2 min read · September 26, 2023

2023 · reading
Self-Adaptive PINNs using a Soft Attention Mechanism

Additionnal learning of multiplicative soft attention masks to weight each training point individually

2 min read · June 5, 2023

2023 · reading
Numerical PDE solvers

An introductive tour of standard numerical PDE solvers (French)

1 min read · May 26, 2023

2023 · notebook