SciAgents: Automating scientific discovery through multi-agent
intelligent graph reasoning

SciAgents: Automating scientific discovery through multi-agent intelligent graph reasoning

9 September 2024

Alireza Ghafarollahi

Markus J. Buehler

ArXiv (abs)PDF HTML

Papers citing "SciAgents: Automating scientific discovery through multi-agent intelligent graph reasoning"

11 / 11 papers shown

Title
ThinkTank: A Framework for Generalizing Domain-Specific AI Agent Systems into Universal Collaborative Intelligence Platforms Praneet Sai Madhu Surabhi Dheeraj Reddy Mudireddy Jian Tao 62 0 0 03 Jun 2025
AI Scientists Fail Without Strong Implementation Capability Minjun Zhu Qiujie Xie Yixuan Weng Jian Wu Zhen Lin Linyi Yang Yue Zhang ELM 82 0 0 02 Jun 2025
ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows Qiushi Sun Zhoumianze Liu Chang Ma Zichen Ding Fangzhi Xu ... B. Kao Wenhai Wang Biqing Qi Lingpeng Kong Zhiyong Wu LLMAG LM&Ro 80 3 0 26 May 2025
AI-Driven Automation Can Become the Foundation of Next-Era Science of Science Research Renqi Chen Haoyang Su Shixiang Tang Zhenfei Yin Qi Wu Hui Li Ye Sun Nanqing Dong Wanli Ouyang Philip Torr AI4CE 54 0 0 17 May 2025
Which Agent Causes Task Failures and When? On Automated Failure Attribution of LLM Multi-Agent Systems Shaokun Zhang Ming Yin Jieyu Zhang Jing Liu Zhiguang Han ... Beibin Li Chi Wang Hongru Wang Yuxiao Chen Qingyun Wu 191 7 0 30 Apr 2025
Towards Scientific Intelligence: A Survey of LLM-based Scientific Agents Shuo Ren Pu Jian Zhenjiang Ren Chunlin Leng Can Xie Jiajun Zhang LLMAG AI4CE 160 4 0 31 Mar 2025
Multiscale Analysis of Woven Composites Using Hierarchical Physically Recurrent Neural Networks E. Ghane Marina A. Maia Iuri B.C.M. Rocha Martin Fagerström Mohsen Mirakhalaf AI4CE 46 0 0 06 Mar 2025
Hypothesis Generation for Materials Discovery and Design Using Goal-Driven and Constraint-Guided LLM Agents Shrinidhi Kumbhar Venkatesh Mishra Kevin Coutinho Divij Handa Ashif Iquebal Chitta Baral 129 7 0 23 Jan 2025
In-situ graph reasoning and knowledge expansion using Graph-PReFLexOR Markus J. Buehler 58 0 0 14 Jan 2025
Graph-Aware Isomorphic Attention for Adaptive Dynamics in Transformers Markus J. Buehler AI4CE 154 3 0 04 Jan 2025
Scaling Large Language Model-based Multi-Agent Collaboration Chen Qian Zihao Xie YiFei Wang Wei Liu Yufan Dang ... Zhuoyun Du Weize Chen Cheng Yang Zhiyuan Liu Maosong Sun AI4CE LLMAG LM&Ro 178 78 0 11 Jun 2024