58 citations · 58 across the 2 of their papers we have counts for
2 papers
cs.LG2021
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…
cs.NE2014★ 58 cited
Computational Optimization, Modelling and Simulation: Recent Trends and Challenges
Xin-She Yang, Slawomir Koziel, Leifur Leifsson
Modelling, simulation and optimization form an integrated part of modern design practice in engineering and industry. Tremendous progress has been observed for all three components…