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
Carl Edwards — most-cited papers & profile · AI for Science
← authors
·
overview
Carl Edwards
9
papers ·
187
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Translation between Molecules and Natural Language
2022 · 120 citations
Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems
2023 · 54 citations
ChemReasoner: Heuristic Search over a Large Language Model's Knowledge Space using Quantum-Chemical Feedback
2024 · 6 citations
Monte Carlo Thought Search: Large Language Model Querying for Complex Scientific Reasoning in Catalyst Design
2023 · 4 citations
mCLM: A Modular Chemical Language Model that Generates Functional and Makeable Molecules
2025 · 1 citations
Geometry Informed Tokenization of Molecules for Language Model Generation
2024 · 1 citations
MolCap-Arena: A Comprehensive Captioning Benchmark on Language-Enhanced Molecular Property Prediction
2024 · 1 citations
oMeBench: Towards Robust Benchmarking of LLMs in Organic Mechanism Elucidation and Reasoning
2025
Top co-authors
Heng Ji
· 6
Henry W. Sprueill
· 2
Limei Wang
· 2
Mariefel V. Olarte
· 2
Shuiwang Ji
· 2
Shurui Gui
· 2
Sutanay Choudhury
· 2
Udishnu Sanyal
· 2
Youzhi Luo
· 2
Yuchao Lin
· 2
Ada Fang
· 1
Adriana Ladera
· 1
Topics
Chemistry
Drug Discovery
Materials
Protein Science
Physics ML
Climate & Weather