Physics-Informed Surrogate Modelling in Fire Safety Engineering: A Systematic Review

Surrogate modelling is increasingly used in engineering to improve computational efficiency in complex simulations. However, traditional data-driven surrogate models often face limitations in generalizability, physical consistency, and extrapolation—issues that are especially critical in safety-sens...

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Bibliographic Details
Main Authors: Ramin Yarmohammadian, Florian Put, Ruben Van Coile
Format: Article
Language:English
Published: MDPI AG 2025-08-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/15/15/8740
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