LLM4Mat-Bench: Benchmarking Large Language Models for Materials Property Prediction

31 October 2024

Papers citing "LLM4Mat-Bench: Benchmarking Large Language Models for Materials Property Prediction"

4 / 4 papers shown

Title
SciCUEval: A Comprehensive Dataset for Evaluating Scientific Context Understanding in Large Language Models Jing Yu Yuqi Tang Kehua Feng Mingyang Rao Lei Liang ... Mengshu Sun Wen Zhang Qiang Zhang Keyan Ding Huajun Chen ELM 29 0 0 21 May 2025
MatTools: Benchmarking Large Language Models for Materials Science Tools Siyu Liu Jiamin Xu Beilin Ye Bo Hu David J. Srolovitz Tongqi Wen 24 0 0 16 May 2025
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 1 0 05 May 2025
$deCIFer: Crystal Structure Prediction from Powder Diffraction Data using Autoregressive Language Models$ deCIFer: Crystal Structure Prediction from Powder Diffraction Data using Autoregressive Language Models Frederik L. Johansen Ulrik Friis-Jensen Erik B. Dam Kirsten M. Ø. Jensen Rocío Mercado Raghavendra Selvan 101 0 0 04 Feb 2025