Awesome AI for Science
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Matthieu Barreau — most-cited papers & profile · AI for Science
← authors
·
overview
Matthieu Barreau
5
papers ·
1
citations ·
7
h-index
KTH Royal Institute of Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
MILP initialization for solving parabolic PDEs with PINNs
2025 · 1 citations
Curriculum-Learned Vanishing Stacked Residual PINNs for Hyperbolic PDE State Reconstruction
2026
Iterative Training of Physics-Informed Neural Networks with Fourier-enhanced Features
2025
Data-driven multi-agent modelling of calcium interactions in cell culture: PINN vs Regularized Least-squares
2025
KKL Observer Synthesis for Nonlinear Systems via Physics-Informed Learning
2025
Top co-authors
Kateryna Morozovska
· 2
Aurora Poggi
· 1
Federica Bragone
· 1
Giuseppe Alessio D'Inverno
· 1
Hjalmar Brismar
· 1
John Cao
· 1
Karl Henrik Johansson
· 1
Karl H.Johansson
· 1
Katayoun Eshkofti
· 1
Miguel Aguiar
· 1
M. Umar B. Niazi
· 1
Ozan \"Oktem
· 1
Topics
Math & Equations
Physics ML
Medical AI