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.
Isogeometric analysis of hydrodynamics of vesicles using a mono- lithic phase-field approach
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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.