Probability Theory without Bayes' Rule. - Samuel G. Rodriques (CoRR, 2014)

BioPlanner: Automatic Evaluation of LLMs on Protocol Planning in Biology. - Odhran O'Donoghue; Aleksandar Shtedritski; John Ginger; Ralph Abboud; Ali Essa Ghareeb; Samuel G. Rodriques (EMNLP, 2023)

14 Examples of How LLMs Can Transform Materials Science and Chemistry: A Reflection on a Large Language Model Hackathon. - Kevin Maik Jablonka; Qianxiang Ai; Alexander Al-Feghali; Shruti Badhwar; Joshua D. Bocarsly; Andres M. Bran; Stefan Bringuier; L. Catherine Brinson; Kamal Choudhary; Defne Circi; Sam Cox; Wibe A. de Jong; et al. (CoRR, 2023)

BioPlanner: Automatic Evaluation of LLMs on Protocol Planning in Biology. - Odhran O'Donoghue; Aleksandar Shtedritski; John Ginger; Ralph Abboud; Ali Essa Ghareeb; Justin Booth; Samuel G. Rodriques (CoRR, 2023)

PaperQA: Retrieval-Augmented Generative Agent for Scientific Research. - Jakub Lála; Odhran O'Donoghue; Aleksandar Shtedritski; Sam Cox; Samuel G. Rodriques; Andrew D. White (CoRR, 2023)

LAB-Bench: Measuring Capabilities of Language Models for Biology Research. - Jon M. Laurent; Joseph D. Janizek; Michael Ruzo; Michaela M. Hinks; Michael J. Hammerling; Siddharth Narayanan; Manvitha Ponnapati; Andrew D. White; Samuel G. Rodriques (CoRR, 2024)

Language agents achieve superhuman synthesis of scientific knowledge. - Michael D. Skarlinski; Sam Cox; Jon M. Laurent; James D. Braza; Michaela M. Hinks; Michael J. Hammerling; Manvitha Ponnapati; Samuel G. Rodriques; Andrew D. White (CoRR, 2024)

Aviary: training language agents on challenging scientific tasks. - Siddharth Narayanan; James D. Braza; Ryan-Rhys Griffiths; Manvitha Ponnapati; Albert Bou; Jon M. Laurent; Ori Kabeli; Geemi P. Wellawatte; Sam Cox; Samuel G. Rodriques; Andrew D. White (CoRR, 2024)

BixBench: a Comprehensive Benchmark for LLM-based Agents in Computational Biology. - Ludovico Mitchener; Jon M. Laurent; Benjamin Tenmann; Siddharth Narayanan; Geemi P. Wellawatte; Andrew D. White; Lorenzo Sani; Samuel G. Rodriques (CoRR, 2025)

Robin: A multi-agent system for automating scientific discovery. - Ali Essa Ghareeb; Benjamin Chang 008; Ludovico Mitchener; Angela Yiu; Caralyn J. Szostkiewicz; Jon M. Laurent; Muhammed T. Razzak; Andrew D. White; Michaela M. Hinks; Samuel G. Rodriques (CoRR, 2025)

Training a Scientific Reasoning Model for Chemistry. - Siddharth Narayanan; James D. Braza; Ryan-Rhys Griffiths; Albert Bou; Geemi P. Wellawatte; Mayk Caldas Ramos; Ludovico Mitchener; Samuel G. Rodriques; Andrew D. White (CoRR, 2025)