ROM-neural operator framework (L-DeepONet and FNO with multi-scale) applied to transient CFD of HCSG, with L-DeepONet capturing vortex dynamics and FNO handling mean flow and pressure drop.
Multi-scale deeponet (mscale- deeponet) for mitigating spectral bias in learning high frequency op- erators of oscillatory functions.arXiv preprint arXiv:2504.10932, 2025
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Neural Operator-Based Surrogate Model for CFD:Helical Coil Steam Generator in Small Modular Reactor
ROM-neural operator framework (L-DeepONet and FNO with multi-scale) applied to transient CFD of HCSG, with L-DeepONet capturing vortex dynamics and FNO handling mean flow and pressure drop.