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cond-mat.mtrl-sci2026
Gate-tunable magnetic damping in van der Waals Heterostructures
Lukas Cvitkovich, Klaus Zollner, Jaroslav Fabian
Active control of magnetic damping is a crucial capability for the development of low-power, tunable spintronic devices. In this work, we demonstrate that the intrinsic magnetic da…
cond-mat.mtrl-sci2025
Machine Learning Prediction of Magnetic Proximity Effect in van der Waals Heterostructures: From Atoms to Moiré
Lukas Cvitkovich, Klaus Zollner, Jaroslav Fabian
We introduce a machine learning framework that efficiently predicts large-scale proximity-induced magnetism in van der Waals heterostructures, overcoming the high computational cos…