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20172025
most citedComputationally efficient phase-field studies combining simulation sampling and statistical analysis

21 citations · 41 across the 7 of their papers we have counts for

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cond-mat.mtrl-sci2024

PINNs-MPF: A Physics-Informed Neural Network Framework for Multi-Phase-Field Simulation of Interface Dynamics

Seifallah Elfetni, Reza Darvishi Kamachali

We present an application of Physics-Informed Neural Networks to handle MultiPhase-Field simulations of microstructure evolution. It has been showcased that a combination of optimi…