Interpretable and Explainable Surrogate Modeling for Simulations: A State-of-the-Art Survey and Perspectives on Explainable AI for Decision-Making

Archives of Computational Methods in Engineering 2026 Open access

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Authors: Pramudita Satria Palar, Paul Maxime Valentin Saves, Muhammad Daffa Robani, Nicolas Verstaevel, Moncef Garouani, Julien Aligon, Koji Shimoyama, Joseph Morlier, Benoît Gaudou
DOI: 10.1007/s11831-026-10600-z
Cited by: 0
References: 437

Fields of Study & Subjects

Explainable Artificial Intelligence (XAI) Advanced Multi-Objective Optimization Algorithms Model Reduction and Neural Networks

Publication details

Journal / source
Archives of Computational Methods in Engineering
Publisher
Springer Science and Business Media LLC
Volume
33
Issue
9
Pages
12511-12565
Publication date
2 May 2026
Language
EN