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MatPilot: an LLM-enabled AI Materials Scientist under the Framework of
  Human-Machine Collaboration

MatPilot: an LLM-enabled AI Materials Scientist under the Framework of Human-Machine Collaboration

10 November 2024
Ziqi Ni
Yahao Li
Kaijia Hu
Kunyuan Han
Ming Xu
Xingyu Chen
Fengqi Liu
Yicong Ye
Shuxin Bai
    LLMAG
ArXiv (abs)PDFHTMLGithub

Papers citing "MatPilot: an LLM-enabled AI Materials Scientist under the Framework of Human-Machine Collaboration"

4 / 4 papers shown
Are Large Language Models Reliable AI Scientists? Assessing Reverse-Engineering of Black-Box Systems
Are Large Language Models Reliable AI Scientists? Assessing Reverse-Engineering of Black-Box Systems
Jiayi Geng
Howard Chen
Dilip Arumugam
Thomas L. Griffiths
446
3
0
23 May 2025
PriM: Principle-Inspired Material Discovery through Multi-Agent Collaboration
PriM: Principle-Inspired Material Discovery through Multi-Agent Collaboration
Zheyuan Lai
Yingming Pu
461
3
0
09 Apr 2025
Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions
Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions
Mourad Gridach
Jay Nanavati
Khaldoun Zine El Abidine
Lenon Mendes
Christina Mack
414
71
0
12 Mar 2025
From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems
From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support SystemsConference on Empirical Methods in Natural Language Processing (EMNLP), 2025
Zekun Zhou
Xiaocheng Feng
Daigang Xu
Xiachong Feng
Ziyun Song
...
Baoxin Wang
Dayong Wu
Guoping Hu
Ting Liu
Bing Qin
AI4TS
559
7
0
03 Mar 2025
1
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