Gradient-enhanced multifidelity neural networks for high-dimensional function approximation

Jethro Nagawkar, Leifur Leifsson

In this work, a novel multifidelity machine learning (ML) model, the gradient-enhanced multifidelity neural networks (GEMFNNs), is proposed. This model is a multifidelity version o…