Luis Henkelmann

Accelerating and scaling on-lattice Solid-On-Solid kinetic Monte Carlo simulations using an autoregressive Conditional Variational Autoencoder

Kinetic Monte Carlo (kMC) simulations are fundamental for modeling atomistic surface morphology evolution, but their inherently sequential execution of atomic steps creates severe computational bottlenecks. This computational burden restricts accessible time-and length scales, ma...