Sekulic, Ivan https://orcid.org/0009-0000-2414-5595
Schaible, Jonas https://orcid.org/0009-0001-3062-0679
Müller, Gabriel https://orcid.org/0009-0004-5980-5740
Plock, Matthias https://orcid.org/0000-0002-0929-3933
Burger, Sven https://orcid.org/0000-0002-3140-5380
Martínez-Lahuerta, Víctor J https://orcid.org/0000-0001-9094-5355
Gaaloul, Naceur https://orcid.org/0000-0001-8233-5848
Schneider, Philipp-Immanuel https://orcid.org/0000-0002-9949-9483
Funding for this research was provided by:
Bundesministerium für Wirtschaft und Energie (AI-Quadrat)
Bundesministerium für Forschung und Technologie (NanoMaC)
Deutsche Forschungsgemeinschaft (EXC-2046/1)
Article Title: Physics-informed Bayesian optimization of expensive-to-evaluate black-box functions
Journal Title: Machine Learning: Science and Technology
Article Type: paper
Copyright Information: © 2025 The Author(s). Published by IOP Publishing Ltd
Publication dates
Date Received: 2025-08-19
Date Accepted: 2025-11-13
Online publication date: 2025-11-28