The Multi-Head Neural Operator predicts full phase-field trajectories in a single forward pass using time-specific projection heads with temporal connections, and outperforms FNO-2d and FNO-3d on five benchmark equations.
Phase field simulation of liquid phase separation with fluid flow
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Multi-Head Neural Operator for Modelling Interfacial Dynamics
The Multi-Head Neural Operator predicts full phase-field trajectories in a single forward pass using time-specific projection heads with temporal connections, and outperforms FNO-2d and FNO-3d on five benchmark equations.