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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
Maja Jablonska
Simone Astarita
Rishabh Chakrabarty
Nikhil Garuda
P. Khetarpal
Maciej Pióro
Dimitrios Tanoglidis
K. Iyer
Mugdha S. Polimera
Michael J. Smith
Tirthankar Ghosal
M. Huertas-Company
Sandor Kruk
Kevin Schawinski
I. Ciucă
    LM&MALRM
ArXiv (abs)PDFHTML

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

4 / 4 papers shown
Autonomous Agents for Scientific Discovery: Orchestrating Scientists, Language, Code, and Physics
Autonomous Agents for Scientific Discovery: Orchestrating Scientists, Language, Code, and Physics
Lianhao Zhou
Hongyi Ling
Cong Fu
Yepeng Huang
Michael Sun
...
X. Qian
Heng Ji
Wei Wang
Marinka Zitnik
Shuiwang Ji
LLMAGLM&RoAI4CE
195
3
0
10 Oct 2025
BioDisco: Multi-agent hypothesis generation with dual-mode evidence, iterative feedback and temporal evaluation
BioDisco: Multi-agent hypothesis generation with dual-mode evidence, iterative feedback and temporal evaluation
Yujing Ke
Kevin George
Kathan Pandya
David Blumenthal
Maximilian Sprang
Gerrit Großmann
Sebastian Vollmer
David Selby
167
1
0
02 Aug 2025
From Reasoning to Learning: A Survey on Hypothesis Discovery and Rule Learning with Large Language Models
From Reasoning to Learning: A Survey on Hypothesis Discovery and Rule Learning with Large Language Models
Kaiyu He
Zhiyu Chen
ReLMLRMELM
363
3
0
28 May 2025
MatTools: Benchmarking Large Language Models for Materials Science Tools
MatTools: Benchmarking Large Language Models for Materials Science Tools
Siyu Liu
Jiamin Xu
Beilin Ye
Bo Hu
David J. Srolovitz
Tongqi Wen
203
3
0
16 May 2025
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