2 papers
cond-mat.stat-mech2026
Entropy production of active matter systems as indicator for computing performance
Patrick Egenlauf, Hannes A. Kröninger, Arnulf Kung +2
Physical systems can process information through their natural dynamics, offering alternatives to conventional digital computing. Reservoir computing offers a basic framework by us…
cs.LG2026
Capturing reduced-order quantum many-body dynamics out of equilibrium via neural ordinary differential equations
Patrick Egenlauf, Iva BÅezinová, Sabine Andergassen +1
Out-of-equilibrium quantum many-body systems exhibit rapid correlation buildup that underlies many emerging phenomena. Exact wave-function methods to describe this scale exponentia…