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
Birgit Hillebrecht — most-cited papers & profile · AI for Science
← authors
·
overview
Birgit Hillebrecht
3
papers ·
11
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Certified machine learning: A posteriori error estimation for physics-informed neural networks
2022 · 11 citations
Prediction error certification for PINNs: Theory, computation, and application to Stokes flow
2025
Certified machine learning: Rigorous a posteriori error bounds for PDE defined PINNs
2022
Top co-authors
Benjamin Unger
· 3
Topics
Math & Equations
Physics ML