#phase-field modeling
topicphase-field modeling
3 papers · 1 filter
cond-mat.mtrl-sci2026
Deep Learning for Accelerated Long-Horizon Forecasting of Multicomponent Multiphase Microstructure Evolution in High-Entropy Alloys
Hamidreza Razavi, Nele Moelans
The paper introduces a surrogate model combining autoencoders, graph convolutional networks, and LSTM to rapidly predict long‑term microstructure evolution in multicomponent high‑e…
cond-mat.mtrl-sci2026
A Combined Microbeam and Phase-Field Approach to Identify the Toughness and Ultimate Strength of Amorphous Silica
Gustavo Alberto Rosales-Sosa, Gergely Molnar, Yoshinari Kato +7
The paper introduces a combined microbeam testing and phase‑field modeling method to simultaneously measure the fracture toughness (Gₙ) and ultimate tensile strength of amorphous s…
cond-mat.mtrl-sci2026
Dynamic phase-field model for brittle fracture in grounded glaciers
Aarosh Dahal, Umar Khayaz, Ravindra Duddu +1
The paper presents a dynamic phase‑field model for brittle fracture in grounded glaciers, showing that incorporating inertia yields realistic, sharp crevasse propagation unlike qua…