most citedOn-the-fly adaptivity for nonlinear twoscale simulations using artificial neural networks and reduced order modeling

61 citations · 61 across the 1 of their papers we have counts for

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physics.comp-ph2019★ 61 cited

On-the-fly adaptivity for nonlinear twoscale simulations using artificial neural networks and reduced order modeling

Felix Fritzen, Mauricio Fernández, Fredrik Larsson

A multi-fidelity surrogate model for highly nonlinear multiscale problems is proposed. It is based on the introduction of two different surrogate models and an adaptive on-the-fly…