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
Felix J. Herrmann — most-cited papers & profile · AI for Science
← authors
·
overview
Felix J. Herrmann
4
papers ·
35
citations ·
43
h-index
Georgia Institute of Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Learned multiphysics inversion with differentiable programming and machine learning
2023 · 17 citations
Solving multiphysics-based inverse problems with learned surrogates and constraints
2023 · 16 citations
Memory Efficient Invertible Neural Networks for 3D Photoacoustic Imaging
2022 · 2 citations
Enhancing Robustness Of Digital Shadow For CO2 Storage Monitoring With Augmented Rock Physics Modeling
2025
Top co-authors
Mathias Louboutin
· 3
Rafael Orozco
· 3
Ziyi Yin
· 2
Abhinav Prakash Gahlot
· 1
Ali Siahkoohi
· 1
Gabrio Rizzuti
· 1
Gerard Gorman
· 1
Olav Møyner
· 1
Philipp Witte
· 1
Thomas J. Grady
· 1
Topics
Physics ML
Climate & Weather
Medical AI