Materials Science · Physics
Crystal Structure Prediction Supported by Incomplete Experimental Data
Naoto Tsujimoto, Daiki Adachi, Ryosuke Akashi, Synge Todo +1
2018-05-23
Materials Science · Physics
Predicting Crystal Structures with Data Mining of Quantum Calculations
Stefano Curtarolo, Dane Morgan, Kristin Persson, John Rodgers +1
2009-11-10
Materials Science · Physics
CRYSPNet: Crystal Structure Predictions via Neural Network
Haotong Liang, Valentin Stanev, A. Gilad Kusne, Ichiro Takeuchi
2021-01-04
Materials Science · Physics
Identification of an Unreported Structure Type in GdNiSn4 and Its Implications for Materials Prediction
Xin Zhang, Scott B. Lee, Sudipta Chatterjee, Hanqi Pi +13
2026-03-09
Materials Science · Physics
CrySPAI: A new Crystal Structure Prediction Software Based on Artificial Intelligence
Zongguo Wang, Ziyi Chen, Yang Yuan, Yangang Wang
2025-01-28
Materials Science · Physics
What Information is Necessary and Sufficient to Predict Materials Properties using Machine Learning?
Siyu Isaac Parker Tian, Aron Walsh, Zekun Ren, Qianxiao Li +1
2022-06-29
Materials Science · Physics
Prediction of glass formability from liquid properties
R. Dai, R. Ashcraft, A. K. Gangopadhyay, K. F. Kelton
2019-02-12
Materials Science · Physics
Generative AI for Crystal Structures: A Review
Pierre-Paul De Breuck, Hai-Chen Wang, Gian-Marco Rignanese, Silvana Botti +1
2025-09-04
Materials Science · Physics
Constrained evolutionary algorithm for structure prediction of molecular crystals: methodology and applications
Qiang Zhu, Artem R. Oganov, Colin W. Glass, Harold T. Stokes
2012-05-21
Materials Science · Physics
A General-Purpose Machine Learning Framework for Predicting Properties of Inorganic Materials
Logan Ward, Ankit Agrawal, Alok Choudhary, Christopher Wolverton
2016-08-29
Materials Science · Physics
Crystal structure prediction of (quasi-)two-dimensional lead halide perovskites
Juraj Ovčar, Luca Grisanti, Bruno Mladineo, Aleksandra B. Djurišić +2
2023-05-24
Materials Science · Physics
Evolutionary crystal structure prediction and novel high-pressure phases
A. R. Oganov, Y. Ma, A. O. Lyakhov, M. Valle +1
2015-05-20
Materials Science · Physics
DeepXRD, a Deep Learning Model for Predicting of XRD spectrum from Materials Composition
Rongzhi Dong, Yong Zhao, Yuqi Song, Nihang Fu +5
2022-03-29
Chemical Physics · Physics
A Bayesian approach to NMR crystal structure determination
Edgar A. Engel, Andrea Anelli, Albert Hofstetter, Federico Paruzzo +2
2019-11-13
Materials Science · Physics
Towards Quantitative Evaluation of Crystal Structure Prediction Performance
Lai Wei, Qin Li, Sadman Sadeed Omee, Jianjun Hu
2023-07-13
Materials Science · Physics
Data-driven prediction of structure of metal-organic frameworks
Elizaveta Yakovenko, Iurii Nevolin, Anatoliy Chasovskikh, Artem Mitrofanov +1
2024-12-17
Materials Science · Physics
Composition based crystal materials symmetry prediction using machine learning with enhanced descriptors
Yuxin Li, Rongzhi Dong, Wenhui Yang, Jianjun Hu
2021-05-18