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Carl Edwards — most-cited papers & profile · Large Language Models
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Carl Edwards
9
papers ·
187
citations
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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
Topics
Chemistry
Drug Discovery
Materials
Protein Science
Physics ML
Climate & Weather