2 papers
cond-mat.mtrl-sci2025
Active Learning of A Crystal Plasticity Flow Rule From Discrete Dislocation Dynamics Simulations
Nicholas Huebner Julian, Giacomo Po, Enrique Martinez +2
Continuum-scale material deformation models, such as crystal plasticity, can significantly enhance their predictive accuracy by incorporating input from lower-scale (i.e., mesoscal…
cond-mat.stat-mech2024
Stochastic Integration of the Cahn-Hilliard Phase Field Equations
Qianran Yu, Nicholas Julian, Jaime Marian +1
In this work we develop a stochastic algorithm to integrate the Cahn-Hilliard equations. The algorithm is based on Gillespie's stochastic simulation algorithm, also known as kineti…