Conference Agenda

9:10am - 9:30am

Machine Learning-Enhanced Modelling of Large Magnetic Systems

Harald Oezelt¹, Markus Gusenbauer¹, Alexander Kovacs¹, Heisam Moustafa¹, Thomas Schrefl^1,2

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 - 9:50am

Predicting Coercivity Across Scales: Graph Neural Networks for Magnetic Structures

Heisam Moustafa¹, Alexander Kovacs¹, Johann FIschbacher¹, Markus Gusenbauer¹, Qais Ali^1,2, Leonie Breth¹, Thomas Schrefl^1,2, Harald Oezelt¹

¹University for Continuing Education Krems, Austria; ²Christian Doppler Laboratory for Magnet design through physics informed machine learning, Austria

9:50am - 10:10am

Design 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 - 10:30am

A magneto-elastic vector-play model including piezomagnetic behavior

Luiz G. da Silva^1,2, Laurent Bernard², Laurent Daniel¹

¹CentraleSupelec - Université Paris-Saclay, France; ²Universidade Federal de Santa Catarina