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The last 5 uploaded publications
A practical guide to machine learning interatomic potentials – Status and future
Ryan Jacobs, Dane Morgan, Siamak Attarian, Jun Meng, Chen Shen, Zhenghao Wu, Clare Yijia Xie, Julia H. Yang, Nongnuch Artrith, Ben Blaiszik, Gerbrand Ceder, Kamal Choudhary, Gábor Csányi, Ekin D. Cubuk, Bowen Deng, Ralf Drautz, Xiang Fu, Jonathan Godwin, Vasant Honavar, Olexandr Isayev, Anders Johansson, Boris Kozinsky, Stefano Martiniani, Igor Poltavsky, Igor Poltavsky, So Takamoto, Aidan P. Thompson, Aidan P. Thompson, Julia Westermayr, Boris Kozinsky (2025). A practical guide to machine learning interatomic potentials – Status and future. , 35, DOI: https://doi.org/10.1016/j.cossms.2025.101214.
Article132 days agoA practical guide to machine learning interatomic potentials – Status and future
Ryan Jacobs, Dane Morgan, Siamak Attarian, Jun Meng, Chen Shen, Zhenghao Wu, Clare Yijia Xie, Julia H. Yang, Nongnuch Artrith, Ben Blaiszik, Gerbrand Ceder, Kamal Choudhary, Gábor Csányi, Ekin D. Cubuk, Bowen Deng, Ralf Drautz, Xiang Fu, Jonathan Godwin, Vasant Honavar, Olexandr Isayev, Anders Johansson, Boris Kozinsky, Stefano Martiniani, Igor Poltavsky, Igor Poltavsky, So Takamoto, Aidan P. Thompson, Aidan P. Thompson, Julia Westermayr, Boris Kozinsky (2025). A practical guide to machine learning interatomic potentials – Status and future. , 35, DOI: https://doi.org/10.1016/j.cossms.2025.101214.
Article132 days agoHigh-throughput screening of perovskite alloys for piezoelectric performance and thermodynamic stability
Rickard Armiento, Boris Kozinsky, Geoffroy Hautier, Marco Fornari, Gerbrand Ceder (2014). High-throughput screening of perovskite alloys for piezoelectric performance and thermodynamic stability. , 89(13), DOI: https://doi.org/10.1103/physrevb.89.134103.
Article132 days agoHigh-throughput screening of perovskite alloys for piezoelectric performance and thermodynamic stability
Rickard Armiento, Boris Kozinsky, Geoffroy Hautier, Marco Fornari, Gerbrand Ceder (2014). High-throughput screening of perovskite alloys for piezoelectric performance and thermodynamic stability.
Article132 days agoInterpolation schemes for high-throughput prediction of new piezoelectric alloys
Rickard Armiento, Boris Kozinsky, Marco Fornari, Gerbrand Ceder (2012). Interpolation schemes for high-throughput prediction of new piezoelectric alloys. , 2012
Article132 days ago