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
Louis Serrano — most-cited papers & profile · AI for Science
← authors
·
overview
Louis Serrano
7
papers ·
20
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Operator Learning with Neural Fields: Tackling PDEs on General Geometries
2023 · 15 citations
INFINITY: Neural Field Modeling for Reynolds-Averaged Navier-Stokes Equations
2023 · 2 citations
AROMA: Preserving Spatial Structure for Latent PDE Modeling with Local Neural Fields
2024 · 1 citations
ENMA: Tokenwise Autoregression for Generative Neural PDE Operators
2025
Learning a Neural Solver for Parametric PDE to Enhance Physics-Informed Methods
2024
Top co-authors
Lise Le Boudec
· 3
Patrick Gallinari
· 3
Yuan Yin
· 3
Armand Kassa\"i Koupa\"i
· 2
Jean-No\"el Vittaut
· 2
Thomas X Wang
· 2
and Patrick Gallinari
· 1
Emmanuel de Bezenac
· 1
Etienne Le Naour
· 1
Jocelyn Ahmed Mazari
· 1
Leon Migus
· 1
Patrick Gallinari
· 1
Topics
Math & Equations
Physics ML