Grabowski, Blazej
- Magnetic Moment Tensor Potentials for collinear spin-polarized materials reproduce different magnetic states of bcc Fe
2020/12/23 by Ivan S. Novikov, Blazej Grabowski, Novikov, Ivan +5 · 8 citations
Materials Science · Physics and Astronomy · #Machine Learning in Materials Science #Magnetic properties of thin films #Magnetic Properties and Applications
- Ab initio machine-learning unveils strong anharmonicity in non-Arrhenius self-diffusion of tungsten
2023/11/01 by Xi Zhang, Zhang, Xi, Sergiy V. Divinski +3 · 4 citations
Engineering · Physics and Astronomy · #FOS: Physical sciences #Intermetallics and Advanced Alloy Properties #Materials Science (cond-mat.mtrl-sci) #Semiconductor materials and interfaces #Surface and Thin Film Phenomena
- Advanced data mining in field ion microscopy
2017/12/29 by Katnagallu, Shyam, Gault, Baptiste, Grabowski, Blazej +3 · 1 citation
#Applied Physics (physics.app-ph) #FOS: Physical sciences
- Origin of the yield stress anomaly in L12 intermetallics unveiled with physically-informed machine-learning potentials
2024/06/07 by Xiang Xu, Xi Zhang, Xu, Xiang +7 · 2 citations
Engineering · Materials Science · #Advanced Materials Characterization Techniques #FOS: Physical sciences #Intermetallics and Advanced Alloy Properties #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci)
- Free-energy perturbation in the exchange-correlation space accelerated by machine learning: Application to silica polymorphs
2025/05/01 by Axel Forslund, Forslund, Axel, Jong Hyun Jung +5 · 2 citations
Chemistry · Physics and Astronomy · #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Molecular spectroscopy and chirality #Theoretical and Computational Physics #Zeolite Catalysis and Synthesis