9:10am - 9:30amMachine Learning-Enhanced Modelling of Large Magnetic Systems
Harald Oezelt1, Markus Gusenbauer1, Alexander Kovacs1, Heisam Moustafa1, Thomas Schrefl1,2
1Department for Integrated Sensor System, University for Continuing Education Krems, Austria; 2Christian Doppler Laboratory for Magnet design through physics informed machine learning, University for Continuing Education Krems, Austria
9:30am - 9:50amPredicting Coercivity Across Scales: Graph Neural Networks for Magnetic Structures
Heisam Moustafa1, Alexander Kovacs1, Johann FIschbacher1, Markus Gusenbauer1, Qais Ali1,2, Leonie Breth1, Thomas Schrefl1,2, Harald Oezelt1
1University for Continuing Education Krems, Austria; 2Christian Doppler Laboratory for Magnet design through physics informed machine learning, Austria
9:50am - 10:10amDesign of crystallographic texture in non-oriented electrical steel for enhancing magnetic properties
Masoud Sistaninia1, Klaus Roppert2, Peter Raninger1, Petri Prevedel1
1Materials Center Leoben Forschung GmbH, Austria; 2Institute of Fundamentals and Theory in Electrical Engineering, Graz, Austria
10:10am - 10:30amA magneto-elastic vector-play model including piezomagnetic behavior
Luiz G. da Silva1,2, Laurent Bernard2, Laurent Daniel1
1CentraleSupelec - Université Paris-Saclay, France; 2Universidade Federal de Santa Catarina
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