Andrew Dickson White
- Language agents achieve superhuman synthesis of scientific knowledge
2024/09/10 by Michael Skarlinski, Michael D. Skarlinski, Sam Cox +18 · 4 voices · 55 citations
Social Sciences · #Language and cultural evolution
- Robin: A multi-agent system for automating scientific discovery
2025/05/19 by Ali Ghareeb, Ali Essam Ghareeb, Ghareeb, Ali Essam +19 · 15 voices · 26 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Computational Drug Discovery Methods #Machine Learning in Bioinformatics #Retinal Imaging and Analysis #cs.AI #cs.MA #q-bio.QM
- A Review of Large Language Models and Autonomous Agents in Chemistry
2024/06/26 by Mayk Caldas Ramos, Ramos, Mayk Caldas, Christopher J. Collison +4 · 1 voice · 53 citations
Materials Science · #Machine Learning in Materials Science
- PaperQA: Retrieval-Augmented Generative Agent for Scientific Research
2023/12/08 by Jakub Lála, Odhran O’Donoghue, Lála, Jakub +9 · 46 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Natural Language Processing Techniques #Biomedical Text Mining and Ontologies
- LAB-Bench: Measuring Capabilities of Language Models for Biology Research
2024/07/14 by Jon M. Laurent, Joseph D. Janizek, Laurent, Jon M. +15 · 44 citations
Biochemistry, Genetics and Molecular Biology · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #FOS: Computer and information sciences
- Kosmos: An AI Scientist for Autonomous Discovery
2025/11/04 by Ludovico Mitchener, Angela Yiu, Mitchener, Ludovico +75 · 14 voices · 15 citations
Biochemistry, Genetics and Molecular Biology · Decision Sciences · Materials Science · #Biomedical Text Mining and Ontologies #Scientific Computing and Data Management #Machine Learning in Materials Science
- Aviary: training language agents on challenging scientific tasks
2024/12/30 by Siddharth Narayanan, S. Narayanan, James D. Braza +23 · 3 voices · 10 citations
Computer Science · #Natural Language Processing Techniques
- MDCrow: Automating Molecular Dynamics Workflows with Large Language Models
2025/02/13 by Quintina L. Campbell, Sam Cox, Campbell, Quintina +7 · 3 voices · 8 citations
Materials Science · Decision Sciences · Computer Science · #Machine Learning in Materials Science #Scientific Computing and Data Management #Topic Modeling
- 14 examples of how LLMs can transform materials science and chemistry: a reflection on a large language model hackathon
2023/01/01 by Kevin Maik Jablonka, Qianxiang Ai, Alexander Al‐Feghali +50 · 1 voice · 4 citations
Engineering · Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical and Engineering Education #Genetics, Bioinformatics, and Biomedical Research #E-Learning and Knowledge Management
- PLUMED Tutorials: a collaborative, community-driven learning ecosystem
2024/11/29 by Gareth A. Tribello, Massimiliano Bonomi, Tribello, Gareth A. +124 · 1 voice · 8 citations
Computer Science · Decision Sciences · Engineering · Psychology · #Chemical Physics (physics.chem-ph) #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Innovative Teaching and Learning Methods #Open Education and E-Learning #Physics Education (physics.ed-ph)
- Bayesian Optimization of Catalysis With In-Context Learning
2023/04/11 by Mayk Caldas Ramos, Ramos, Mayk Caldas, Shane S. Michtavy +5 · 3 citations
Computer Science · Materials Science · #Chemical Physics (physics.chem-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning in Materials Science #Topic Modeling