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 deep neural net- work (mscalednn) for solving poisson-boltzmann equation in complex domains.arXiv preprint arXiv:2007.11207, 2020
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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.