Connectivity Optimized Nested Graph Networks for Crystal Structures

Connectivity Optimized Nested Graph Networks for Crystal Structures

27 February 2023

Pascal Friederich

Papers citing "Connectivity Optimized Nested Graph Networks for Crystal Structures"

12 / 12 papers shown

Title
Graph Transformer Networks for Accurate Band Structure Prediction: An End-to-End Approach Weiyi Gong Tao Sun Hexin Bai Jeng-Yuan Tsai Haibin Ling Q. Yan 67 0 0 25 Nov 2024
Towards Efficient Large Language Models for Scientific Text: A Review H. To Ming Liu Guangyan Huang 35 1 0 20 Aug 2024
MatText: Do Language Models Need More than Text & Scale for Materials Modeling? Nawaf Alampara Santiago Miret K. Jablonka 48 8 0 25 Jun 2024
A Space Group Symmetry Informed Network for O(3) Equivariant Crystal Tensor Prediction Keqiang Yan Alexandra Saxton Xiaofeng Qian Xiaoning Qian Shuiwang Ji 21 4 0 03 Jun 2024
Complete and Efficient Graph Transformers for Crystal Material Property Prediction Keqiang Yan Cong Fu Xiaofeng Qian Xiaoning Qian Shuiwang Ji 41 19 0 18 Mar 2024
From Molecules to Materials: Pre-training Large Generalizable Models for Atomic Property Prediction Nima Shoghi Adeesh Kolluru John R. Kitchin Zachary W. Ulissi C. L. Zitnick Brandon M. Wood AI4CE 22 30 0 25 Oct 2023
Materials Informatics Transformer: A Language Model for Interpretable Materials Properties Prediction Hongshuo Huang Rishikesh Magar Chang Xu A. Farimani AI4CE 25 4 0 30 Aug 2023
Addressing the Accuracy-Cost Tradeoff in Material Property Prediction: A Teacher-Student Strategy Dong Zhu Zhikuang Xin Siming Zheng Yangang Wang Xiaoyu Yang 6 0 0 22 Aug 2023
Periodic Graph Transformers for Crystal Material Property Prediction Keqiang Yan Yi Liu Yu-Ching Lin Shuiwang Ji AI4TS 88 84 0 23 Sep 2022
E(3)-Equivariant Graph Neural Networks for Data-Efficient and Accurate Interatomic Potentials Simon L. Batzner Albert Musaelian Lixin Sun Mario Geiger J. Mailoa M. Kornbluth N. Molinari Tess E. Smidt Boris Kozinsky 190 1,229 0 08 Jan 2021
The Open Catalyst 2020 (OC20) Dataset and Community Challenges L. Chanussot Abhishek Das Siddharth Goyal Thibaut Lavril Muhammed Shuaibi ... Brandon M. Wood Junwoong Yoon Devi Parikh C. L. Zitnick Zachary W. Ulissi 221 498 0 20 Oct 2020
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 282 39,170 0 01 Sep 2014