| Operando visualization of morphological dynamics in all‐solid‐state batteries X Wu, J Billaud, I Jerjen, F Marone, Y Ishihara, M Adachi, Y Adachi, ... Advanced Energy Materials 9 (34), 1901547, 2019 | 85 | 2019 |
| Machine learning benchmarks for the classification of equivalent circuit models from electrochemical impedance spectra J Schaeffer, P Gasper, E Garcia-Tamayo, R Gasper, M Adachi, ... Journal of The Electrochemical Society 170 (6), 060512, 2023 | 25 | 2023 |
| A Quadrature Approach for General-Purpose Batch Bayesian Optimization via Probabilistic Lifting M Adachi, S Hayakawa, M Jørgensen, S Hamid, H Oberhauser, ... arXiv preprint arXiv:2404.12219, 2024 | 19* | 2024 |
| Flexoelectric nanodomains in rare-earth iron garnet thin films under strain gradient H Yamahara, B Feng, M Seki, M Adachi, MS Sarker, T Takeda, ... Communications Materials 2 (1), 95, 2021 | 17 | 2021 |
| Fast Bayesian Inference with Batch Bayesian Quadrature via Kernel Recombination M Adachi, S Hayakawa, M Jørgensen, H Oberhauser, MA Osborne Advances in Neural Information Processing Systems (NeurIPS) 35, 16533--16547, 2022 | 16 | 2022 |
| Fabrication and characterization of wüstite-based epitaxial thin films: p-Type wide-gap oxide semiconductors composed of abundant elements M Seki, M Takahashi, M Adachi, H Yamahara, H Tabata Applied Physics Letters 105 (11), 2014 | 15 | 2014 |
| Looping in the Human: Collaborative and Explainable Bayesian Optimization M Adachi, B Planden, DA Howey, K Muandet, MA Osborne, SL Chau International Conference on Artificial Intelligence and Statistics (AISTATS), 2023 | 13 | 2023 |
| Long-term potentiation of magnonic synapses by photocontrolled spin current mimicked in reentrant spin-glass garnet ferrite Lu3Fe5− 2xCoxSixO12 thin films M Adachi, M Seki, H Yamahara, H Nasu, H Tabata Applied Physics Express 8 (4), 043002, 2015 | 12 | 2015 |
| Bayesian model selection of lithium-ion battery models via Bayesian quadrature M Adachi, Y Kuhn, B Horstmann, A Latz, MA Osborne, DA Howey IFAC-PapersOnLine 56 (2), 10521-10526, 2023 | 11 | 2023 |
| Spin-glass behaviors in carrier polarity controlled Fe3− xTixO4 semiconductor thin films H Yamahara, M Seki, M Adachi, M Takahashi, H Nasu, K Horiba, ... Journal of Applied Physics 118 (6), 2015 | 10 | 2015 |
| Strong optical reflection of rare-earth garnets in the terahertz regime by reststrahlen bands M Adachi, H Yamahara, S Kawabe, H Matsui, H Tabata Physical Review B 89 (20), 205124, 2014 | 10 | 2014 |
| High-Dimensional Discrete Bayesian Optimization with Self-Supervised Representation Learning for Data-Efficient Materials Exploration M Adachi 35th Conference on Neural Information Processing Systems Workshop: AI for …, 2021 | 7 | 2021 |
| Adaptive Batch Sizes for Active Learning A Probabilistic Numerics Approach M Adachi, S Hayakawa, M Jørgensen, X Wan, V Nguyen, H Oberhauser, ... International Conference on Artificial Intelligence and Statistics (AISTATS …, 2023 | 5* | 2023 |
| Negative electrode active substance material and electricity storage device H Kawaura, Y Kondo, Y Makimura, T Waseda, M Adachi, J Yoshida, ... US Patent App. 16/804,893, 2020 | 4 | 2020 |
| Detection of polymer degradation and metal corrosion by terahertz imaging using a quantum cascade laser and a THz camera Y Ohki, M Adachi, M Komatsu, M Mizuno, K Fukunaga 2013 IEEE International Conference on Solid Dielectrics (ICSD), 505-508, 2013 | 4 | 2013 |
| High-temperature terahertz absorption band in rare-earth gallium garnet M Adachi, H Matsui, M Seki, H Yamahara, H Tabata Physical Review B 91 (8), 085118, 2015 | 3 | 2015 |
| Lithium ion secondary battery M Adachi US Patent App. 15/714,354, 2018 | 2 | 2018 |
| Learning to Forget: Bayesian Time Series Forecasting using Recurrent Sparse Spectrum Signature Gaussian Processes C Tóth, M Adachi, MA Osborne, H Oberhauser International Conference on Artificial Intelligence and Statistics (AISTATS), 2024 | 1 | 2024 |
| Bayesian Optimisation with Unknown Hyperparameters: Regret Bounds Logarithmically Closer to Optimal J Ziomek, M Adachi, MA Osborne Advances in Neural Information Processing Systems (NeurIPS), 2024 | 1 | 2024 |
| Principled Bayesian Optimisation in Collaboration with Human Experts W Xu, M Adachi, CN Jones, MA Osborne (Spotlight) Advances in Neural Information Processing Systems (NeurIPS), 2024 | 1 | 2024 |
Michael A OsborneProfessor of Machine Learning, University of OxfordBestätigte E-Mail-Adresse bei robots.ox.ac.uk
