Spatio-Temporal Gradient Enhanced Surrogate Modeling Strategies

This research compares the performance of space-time surrogate models (STSMs) and network surrogate models (NSMs). Specifically, when the system response varies over time (or pseudo-time), the surrogates must predict the system response. A surrogate model is used to approximate the response of compu...

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Bibliographic Details
Main Authors: Johann M. Bouwer, Daniel N. Wilke, Schalk Kok
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Mathematical and Computational Applications
Subjects:
Online Access:https://www.mdpi.com/2297-8747/28/2/57