🧱 Materials Science

4 papers · the most cited first · all shelves

Materials, their structure and properties: metals, polymers, ceramics, nanomaterials.

Subfields

The sub-shelves of Materials Science, the most papers first, with the two OpenAlex topics most of their papers here are on.

1. 🧱Materials ChemistryMachine Learning in Materials Science · Enzyme Structure and Function4 papers

📄 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

Updated 23 October 2026

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