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Browsing by Author "Todorovic, Milica"

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Title: Compositional engineering of perovskites with machine learning Author(s): Laakso, Jarno; Todorovic, Milica; Li, Jingrui; Zhang, Guo-Xu; Rinke, Patrick Date: 2022-11-07 Series: Physical Review Materials, Volume 6, issue 11
Title: Detecting stable adsorbates of (1S)-camphor on Cu(111) with Bayesian optimization Author(s): Jarvi, Jari; Rinke, Patrick; Todorovic, Milica Date: 2020-10-19 Series: Beilstein Journal of Nanotechnology, Volume 11
Title: Efficient hyperparameter tuning for kernel ridge regression with Bayesian optimization Author(s): Stuke, Annika; Rinke, Patrick; Todorovic, Milica Date: 2021-09 Series: Machine Learning: Science and Technology, Volume 2, issue 3
Title: Exploring the Conformers of an Organic Molecule on a Metal Cluster with Bayesian Optimization Author(s): Fang, Lincan; Guo, Xiaomi; Todorovic, Milica; Rinke, Patrick; Chen, Xi Date: 2023-02-13 Series: JOURNAL OF CHEMICAL INFORMATION AND MODELING, Volume 63, issue 3
Title: Machine learning as a tool to engineer microstructures: Morphological prediction of tannin-based colloids using Bayesian surrogate models Author(s): Jin, Soo Ah; Kämäräinen, Tero; Rinke, Patrick; Rojas, Orlando J.; Todorovic, Milica Date: 2022 Series: MRS Bulletin, Volume 47
Title: Projective Preferential Bayesian Optimization Author(s): Mikkola, Petrus; Todorovic, Milica; Järvi, Jari; Rinke, Patrick; Kaski, Samuel Date: 2020-11-21 Series: 37th International Conference on Machine Learning, ICML 2020, Proceedings of Machine Learning Research