28 citations · 39 across the 2 of their papers we have counts for
2 papers
cs.LG2026★ 28 cited
Capabilities of Auto-encoders and Principal Component Analysis of the Reduction of Microstructural Images; Application on the Acceleration of Phase-Field Simulations
Seifallah Fetni, Thinh Quy Duc Pham, Truong Vinh Hoang +4
In this work, a data-driven framework based on Phase-Field simulations data is proposed to highlight the capabilities of neural networks to ensure accurate low dimensionality reduc…
cond-mat.mtrl-sci2024★ 11 cited
Extension of a phase-field KKS model to predict the microstructure evolution in LPBF AlSi10Mg alloy submitted to non isothermal processes
Seifallah Fetni, Jocelyn Delahaye, Héctor Sepúlveda +3
The out-of-equilibrium heterogeneous microstructure typical of AlSi10Mg processed by Laser Powder Bed Fusion (LPBF) is often modified by further heat treatment to improve its ducti…