A Survey on Hypothesis Generation for Scientific Discovery in the Era of Large Language Models

A Survey on Hypothesis Generation for Scientific Discovery in the Era of Large Language Models

7 April 2025

Atilla Kaan Alkan

Shashwat Sourav

Simone Astarita

Rishabh Chakrabarty

Dimitrios Tanoglidis

Mugdha S. Polimera

Michael J. Smith

Tirthankar Ghosal

M. Huertas-Company

Kevin Schawinski

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From Reasoning to Learning: A Survey on Hypothesis Discovery and Rule Learning with Large Language Models Kaiyu He Zhiyu Chen ReLM LRM ELM 81 0 0 28 May 2025
MatTools: Benchmarking Large Language Models for Materials Science Tools Siyu Liu Jiamin Xu Beilin Ye Bo Hu David J. Srolovitz Tongqi Wen 53 0 0 16 May 2025