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🧱 Materials Chemistry

4 papers · the most cited first · all shelves

Materials Chemistry is a subfield of Materials Science in the OpenAlex classification of science. The topics most of its papers here are on: «Machine Learning in Materials Science», «Enzyme Structure and Function».

 Papers

  1. Highly accurate protein structure prediction with AlphaFoldJohn Jumper, Richard Evans, Alexander Pritzel, et al.2021 · 43,470 citations
  2. Neural Message Passing for Quantum ChemistryJustin Gilmer, Samuel S. Schoenholz, Patrick F. Riley, et al.2017 · 3,699 citations
  3. Autonomous chemical research with large language modelsDaniil A. Boiko, Robert MacKnight, Ben Kline, et al.2023 · 1,122 citations
  4. The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree SearchYutaro Yamada, Robert Tjarko Lange, Cong Lu, et al.2025 · 121 citations

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