Will It Blend? Mixing Numerical and Machine-Learned Physics Quantities for Accurate on-the-Fly Surrogate Modeling

Michael Tynes, Kyle Chard, Ian T. Foster, Logan T. Ward. Will It Blend? Mixing Numerical and Machine-Learned Physics Quantities for Accurate on-the-Fly Surrogate Modeling. In Michael H. Lees, Wentong Cai 0001, Siew Ann Cheong, Yi Su, David Abramson 0001, Jack J. Dongarra, Peter M. A. Sloot, editors, Computational Science - ICCS 2025 - 25th International Conference, Singapore, July 7-9, 2025, Proceedings, Part III. Volume 15905 of Lecture Notes in Computer Science, pages 270-284, Springer, 2025. [doi]

Abstract

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