MRM2023/IUMRS-ICA2023

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Oral Session

A. Fundamentals » [A-5] Advanced Algorithms and Tools for Materials Informatics

[A5-O601] Oral 601

Sat. Dec 16, 2023 9:00 AM - 12:00 PM Session 5 (Room E)

Chair: Hiori Kino (NIMS), Milica Todorović (University of Turku), Toyohiro Chikyo (NIMS), Tetsuya Fukushima (AIST)

9:40 AM - 9:55 AM

[A5-O601-02] Multi-fidelity Bayesian optimization structure search

*Milica Todorović1, Ulpu Remes2, Jukka Corander3,2,4, Patrick Rinke5 (1. Univ. of Turku (Finland), 2. Univ. of Helsinki (Finland), 3. Univ. of Oslo (Norway), 4. Wellcome Sanger Inst. (UK), 5. Aalto Univ. (Finland))

Keywords:structure search, multi-fidelity simulations, multi-task models, active learning, Bayesian optimization

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