5 citations · 5 across the 1 of their papers we have counts for
3 papers
cond-mat.mtrl-sci2022★ 5 cited
Bayesian optimization of discrete dislocation plasticity of two-dimensional precipitation hardened crystals
Mika Sarvilahti, Lasse Laurson
Discovering relationships between materials' microstructures and mechanical properties is a key goal of materials science. Here, we outline a strategy exploiting Bayesian optimizat…
cond-mat.mtrl-sci2020
Machine learning depinning of dislocation pileups
Mika Sarvilahti, Audun Skaugen, Lasse Laurson
We study a one-dimensional model of a dislocation pileup driven by an external stress and interacting with random quenched disorder, focusing on predictability of the plastic defor…
cond-mat.stat-mech2018
Normal and Anomalous Diffusion in Soft Lorentz Gases
R. Klages, S. S. Gil Gallegos, J. Solanpää +2
Motivated by electronic transport in graphene-like structures, we study the diffusion of a classical point particle in Fermi potentials situated on a triangular lattice. We call th…