Publications


Kovacs, A, Exl, L, Kornell, A, Fischbacher, J, Hovorka, M, Gusenbauer, M, Breth, L, Oezelt, H, Praetorius, D, Suess, D & Schrefl, T 2022, 'Magnetostatics and micromagnetics with physics informed neural networks', Journal of Magnetism and Magnetic Materials, vol. 548, 168951. https://doi.org/10.1016/j.jmmm.2021.168951

Kovacs, A, Exl, L, Kornell, A, Fischbacher, J, Hovorka, M, Gusenbauer, M, Breth, L, Oezelt, H, Yano, M, Sakuma, N, Kinoshita, A, Shoji, T, Kato, A & Schrefl, T 2022 'Exploring the hysteresis properties of nanocrystalline permanent magnets using deep learning'. <http://adsabs.harvard.edu/abs/2022arXiv220316676K>

Donnelly, C, Hierro-Rodriguez, A, Abert, C, Witte, K, Skoric, L, Sanz-Hernandez, D, Finizio, S, Meng, F, McVitie, S, Raabe, J, Suess, D, Cowburn, R & Fernandez-Pacheco, A 2022, 'Complex free-space magnetic field textures induced by three-dimensional magnetic nanostructures', Nature Nanotechnology, vol. 17, no. 2, pp. 136–142. https://doi.org/10.1038/s41565-021-01027-7

Kovacs, A, Exl, L, Kornell, A, Fischbacher, J, Hovorka, M, Gusenbauer, M, Breth, L, Oezelt, H, Yano, M, Sakuma, N, Kinoshita, A, Shoji, T, Kato, A & Schrefl, T 2022, 'Conditional physics informed neural networks', Communications in Nonlinear Science and Numerical Simulation, vol. 104, 106041. https://doi.org/10.1016/j.cnsns.2021.106041

Stolbov, OV, Sánchez, PA, Kantorovich, SS & Raikher, YL 2021, Magnetostriction in elastomers with mixtures of magnetically hard and soft microparticles: Effects of nonlinear magnetization and matrix rigidity. in S Odenbach (ed.), Magnetic Hybrid-Materials: Multi-scale Modelling, Synthesis, and Applications. De Gruyter, Berlin ; Boston, pp. 459-480. https://doi.org/10.1515/9783110569636-019