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CodeScientist: End-to-End Semi-Automated Scientific Discovery with Code-based Experimentation

CodeScientist: End-to-End Semi-Automated Scientific Discovery with Code-based Experimentation

20 March 2025
Peter Alexander Jansen
Oyvind Tafjord
Marissa Radensky
Pao Siangliulue
Tom Hope
Bhavana Dalvi Mishra
Bodhisattwa Prasad Majumder
Daniel S. Weld
Peter Clark
ArXiv (abs)PDFHTML

Papers citing "CodeScientist: End-to-End Semi-Automated Scientific Discovery with Code-based Experimentation"

6 / 6 papers shown
Title
Matter-of-Fact: A Benchmark for Verifying the Feasibility of Literature-Supported Claims in Materials Science
Peter Alexander Jansen
Samiah Hassan
Ruoyao Wang
42
0
0
04 Jun 2025
AI Scientists Fail Without Strong Implementation Capability
AI Scientists Fail Without Strong Implementation Capability
Minjun Zhu
Qiujie Xie
Yixuan Weng
Jian Wu
Zhen Lin
Linyi Yang
Yue Zhang
ELM
78
0
0
02 Jun 2025
Improving Research Idea Generation Through Data: An Empirical Investigation in Social Science
Improving Research Idea Generation Through Data: An Empirical Investigation in Social Science
Xiao Liu
Xinyi Dong
Xinyang Gao
Yansong Feng
Xun Pang
AI4CELRM
39
0
0
27 May 2025
AstroVisBench: A Code Benchmark for Scientific Computing and Visualization in Astronomy
AstroVisBench: A Code Benchmark for Scientific Computing and Visualization in Astronomy
Sebastian Antony Joseph
Syed Murtaza Husain
Stella S. R. Offner
Stéphanie Juneau
Paul Torrey
Adam S. Bolton
Juan P. Farias
Niall Gaffney
Greg Durrett
Junyi Jessy Li
95
0
0
26 May 2025
From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery
From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery
Tianshi Zheng
Zheye Deng
Hong Ting Tsang
Weiqi Wang
Jiaxin Bai
Zihao Wang
Yangqiu Song
LLMAGLM&Ro
113
2
0
19 May 2025
Cocoa: Co-Planning and Co-Execution with AI Agents
Cocoa: Co-Planning and Co-Execution with AI Agents
K. J. Kevin Feng
Kevin Pu
Matt Latzke
Tal August
Pao Siangliulue
Jonathan Bragg
Daniel S. Weld
Amy X. Zhang
Joseph Chee Chang
LM&RoLLMAG
208
7
0
14 Dec 2024
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