Open Materials 2024 (OMat24) Inorganic Materials Dataset and Models

16 October 2024

Papers citing "Open Materials 2024 (OMat24) Inorganic Materials Dataset and Models"

5 / 5 papers shown

Title
A Materials Foundation Model via Hybrid Invariant-Equivariant Architectures Keqiang Yan Montgomery Bohde Andrii Kryvenko Ziyu Xiang Kaiji Zhao ... Jianwen Xie Raymundo Arróyave X. Qian Xiaofeng Qian Shuiwang Ji 37 0 0 25 Feb 2025
A Survey of Graph Transformers: Architectures, Theories and Applications Chaohao Yuan Kangfei Zhao Ercan Engin Kuruoglu Liang Wang Tingyang Xu Wenbing Huang Deli Zhao Hong Cheng Yu Rong 46 4 0 23 Feb 2025
MoMa: A Modular Deep Learning Framework for Material Property Prediction Botian Wang Y. Ouyang Yaohui Li Y. Wang Haorui Cui Jianbing Zhang Xiaonan Wang Wei-Ying Ma Hao Zhou 34 0 0 21 Feb 2025
The dark side of the forces: assessing non-conservative force models for atomistic machine learning Filippo Bigi Marcel F. Langer Michele Ceriotti AI4CE 79 6 0 16 Dec 2024
Matbench Discovery -- A framework to evaluate machine learning crystal stability predictions Janosh Riebesell Rhys E. A. Goodall Philipp Benner Chiang Yuan Bowen Deng A. Lee Anubhav Jain Kristin A. Persson OOD 19 33 0 28 Aug 2023