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The last 5 uploaded publications
A framework to evaluate machine learning crystal stability predictions
Janosh Riebesell, Rhys E. A. Goodall, Philipp Benner, Yuan Chiang, Bowen Deng, Gerbrand Ceder, Mark Asta, Alpha A. Lee, Anubhav Jain, Kristin A. Persson (2025). A framework to evaluate machine learning crystal stability predictions. , 7(6), DOI: https://doi.org/10.1038/s42256-025-01055-1.
Article14 days agoCross-functional transferability in foundation machine learning interatomic potentials
Xu Huang, Bowen Deng, Peichen Zhong, Aaron D. Kaplan, Kristin A. Persson, Gerbrand Ceder (2025). Cross-functional transferability in foundation machine learning interatomic potentials. , 11(1), DOI: https://doi.org/10.1038/s41524-025-01796-y.
Article14 days agoModeling phase transformations in Mn-rich disordered rocksalt cathodes with machine-learning interatomic potentials
Peichen Zhong, Bowen Deng, Shashwat Anand, Tara P. Mishra, Gerbrand Ceder (2025). Modeling phase transformations in Mn-rich disordered rocksalt cathodes with machine-learning interatomic potentials. , 9(10), DOI: https://doi.org/10.1103/mk2d-tjyj.
Article14 days agoAuthor Correction: A framework to evaluate machine learning crystal stability predictions
Janosh Riebesell, Rhys E. A. Goodall, Philipp Benner, Yuan Chiang, Bowen Deng, Gerbrand Ceder, Mark Asta, Alpha A. Lee, Anubhav Jain, Kristin A. Persson (2025). Author Correction: A framework to evaluate machine learning crystal stability predictions. , 7(9), DOI: https://doi.org/10.1038/s42256-025-01117-4.
Article14 days agoMaterials Graph Library (MatGL), an open-source graph deep learning library for materials science and chemistry
Tsz Wai Ko, Bowen Deng, Marcel Nassar, Luis Barroso-Luque, Runze Liu, Ji Qi, Atul C. Thakur, Amiya Kanta Mishra, Eric Hsien Lung Liu, Gerbrand Ceder, Santiago Miret, Shyue Ping Ong (2025). Materials Graph Library (MatGL), an open-source graph deep learning library for materials science and chemistry. , 11(1), DOI: https://doi.org/10.1038/s41524-025-01742-y.
Article14 days ago