LLMatDesign: Autonomous Materials Discovery with Large Language Models

19 June 2024

Papers citing "LLMatDesign: Autonomous Materials Discovery with Large Language Models"

7 / 7 papers shown

Title
34 Examples of LLM Applications in Materials Science and Chemistry: Towards Automation, Assistants, Agents, and Accelerated Scientific Discovery Yoel Zimmermann Adib Bazgir Alexander H Al-Feghali Mehrad Ansari L. C. Brinson ... Shang Zhu Jan Janssen Calvin Li Ian Foster Ben Blaiszik 64 0 0 05 May 2025
Multimodal machine learning with large language embedding model for polymer property prediction Tianren Zhang Dai-Bei Yang 44 0 0 29 Mar 2025
AgentRxiv: Towards Collaborative Autonomous Research Samuel Schmidgall Michael Moor 65 3 0 23 Mar 2025
Autonomous Industrial Control using an Agentic Framework with Large Language Models Javal Vyas Mehmet Mercangöz AI4CE LLMAG 46 2 0 08 Nov 2024
OpenChemIE: An Information Extraction Toolkit For Chemistry Literature Vincent Fan Yujie Qian Alex Wang Amber Wang Connor W. Coley Regina Barzilay 31 10 0 01 Apr 2024
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 370 8,495 0 28 Jan 2022
Crystal Diffusion Variational Autoencoder for Periodic Material Generation Tian Xie Xiang Fu O. Ganea Regina Barzilay Tommi Jaakkola DiffM BDL 212 232 0 12 Oct 2021