Multi-fidelity surrogate modeling using long short-term memory networks

Paolo Conti, Mengwu Guo, Andrea Manzoni +1

When evaluating quantities of interest that depend on the solutions to differential equations, we inevitably face the trade-off between accuracy and efficiency. Especially for para…