Crystal Twins: Self-supervised Learning for Crystalline Material Property Prediction

4 May 2022

Papers citing "Crystal Twins: Self-supervised Learning for Crystalline Material Property Prediction"

12 / 12 papers shown

Title
MoMa: A Modular Deep Learning Framework for Material Property Prediction Botian Wang Y. Ouyang Yaohui Li Yixuan Wang Haorui Cui Jianbing Zhang Xiaonan Wang Wei-Ying Ma Hao Zhou 49 0 0 21 Feb 2025
Establishing Deep InfoMax as an effective self-supervised learning methodology in materials informatics Michael Moran Vladimir V. Gusev M. Gaultois Dmytro Antypov M. Rosseinsky AI4CE 27 0 0 30 Jun 2024
AlloyBERT: Alloy Property Prediction with Large Language Models Akshat Chaudhari Chakradhar Guntuboina Hongshuo Huang A. Farimani 37 4 0 28 Mar 2024
A Survey of Geometric Graph Neural Networks: Data Structures, Models and Applications Jiaqi Han Jiacheng Cen Liming Wu Zongzhao Li Xiangzhe Kong ... Zhewei Wei Deli Zhao Yu Rong Wenbing Huang Wenbing Huang AI4CE 34 20 0 01 Mar 2024
Accelerating Material Property Prediction using Generically Complete Isometry Invariants Jonathan Balasingham Viktor Zamaraev V. Kurlin 14 5 0 22 Jan 2024
Materials Informatics Transformer: A Language Model for Interpretable Materials Properties Prediction Hongshuo Huang Rishikesh Magar Chang Xu A. Farimani AI4CE 38 4 0 30 Aug 2023
Denoise Pretraining on Nonequilibrium Molecules for Accurate and Transferable Neural Potentials Yuyang Wang Chang Xu Zijie Li A. Farimani AAML AI4CE 24 21 0 03 Mar 2023
Capturing long-range interaction with reciprocal space neural network Hongyu Yu Liangliang Hong Shiyou Chen X. Gong Hongjun Xiang 29 11 0 30 Nov 2022
MOFormer: Self-Supervised Transformer model for Metal-Organic Framework Property Prediction Zhonglin Cao Rishikesh Magar Yuyang Wang A. Farimani AI4CE 23 88 0 25 Oct 2022
TransPolymer: a Transformer-based language model for polymer property predictions Changwen Xu Yuyang Wang A. Farimani 24 86 0 03 Sep 2022
Improving Molecular Contrastive Learning via Faulty Negative Mitigation and Decomposed Fragment Contrast Yuyang Wang Rishikesh Magar Chen Liang A. Farimani 43 78 0 18 Feb 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