Hypothesis Generation for Materials Discovery and Design Using Goal-Driven and Constraint-Guided LLM Agents

23 January 2025

Papers citing "Hypothesis Generation for Materials Discovery and Design Using Goal-Driven and Constraint-Guided LLM Agents"

4 / 4 papers shown

Title
PriM: Principle-Inspired Material Discovery through Multi-Agent Collaboration Zheyuan Lai Yingming Pu 45 0 0 09 Apr 2025
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 52 6 0 12 Mar 2025
Chemical reasoning in LLMs unlocks steerable synthesis planning and reaction mechanism elucidation Andres M Bran Theo A Neukomm Daniel Armstrong Zlatko Joncev Philippe Schwaller LRM 45 2 0 11 Mar 2025
Towards Fully-Automated Materials Discovery via Large-Scale Synthesis Dataset and Expert-Level LLM-as-a-Judge Heegyu Kim Taeyang Jeon Seungtaek Choi Jihoon Hong Dongwon Jeon ... Jisu Bae Chihoon Lee Yunseo Kim Jinsung Park Hyunsouk Cho ELM 60 0 1 23 Feb 2025