Awesome Graph Learning
📄
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
Peter Battaglia — most-cited papers & profile · Graph Learning
← authors
·
overview
Peter Battaglia
6
papers ·
84
citations ·
47
h-index
Google DeepMind (United Kingdom) · Google (United Kingdom)
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Pre-training via Denoising for Molecular Property Prediction
2022 · 30 citations
Neural General Circulation Models for Weather and Climate
2023 · 24 citations
CompILE: Compositional Imitation Learning and Execution
2018 · 11 citations
Rediscovering orbital mechanics with machine learning
2022 · 11 citations
Simple GNN Regularisation for 3D Molecular Property Prediction & Beyond
2021 · 8 citations
Accelerating scientific discovery with the common task framework
2025
Topics
Chemistry
Drug Discovery
Physics ML
cs.AI
cs.ET
Ecology
Code Agents
Evaluation
Tool Use
Math & Equations