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
Aron Walsh — most-cited papers & profile · AI for Science
← authors
·
overview
Aron Walsh
5
papers ·
41
citations ·
127
h-index
Ewha Womans University · Thomas Young Centre · Imperial College London
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Machine-learning structural reconstructions for accelerated point defect calculations
2024 · 37 citations
What Information is Necessary and Sufficient to Predict Materials Properties using Machine Learning?
2022 · 3 citations
MLIP Arena: Advancing Fairness and Transparency in Machine Learning Interatomic Potentials via an Open, Accessible Benchmark Platform
2025 · 1 citations
Guiding Generative Models to Uncover Diverse and Novel Crystals via Reinforcement Learning
2025
Imperfections are not 0 K: free energy of point defects in crystals
2023
Top co-authors
Hyunsoo Park
· 2
Aditi S. Krishnapriyan
· 1
Alex M. Ganose
· 1
Christine Zhang
· 1
Daryl Chrzan
· 1
Elizabeth Weaver
· 1
Irea Mosquera-Lois
· 1
Irea Mosquera‐Lois
· 1
Ishan Amin
· 1
Jihan Kim
· 1
Johan Klarbring
· 1
Kasper Tolborg
· 1
Topics
Materials
Chemistry
Physics ML