Publications

Kaito Kobayashi, Keisuke Fujii, Naoki Yamamoto (2024). Feedback-Driven Quantum Reservoir Computing for Time-Series Analysis. PRX Quantum 5, 040325.

Kaito Kobayashi, Yukitoshi Motome (2024). Quantum reservoir probing of quantum phase transitions. arXiv preprint arXiv:2402.07097.

Kaito Kobayashi, Yukitoshi Motome (2023). Video Recognition by Physical Reservoir Computing in Magnetic Materials. New Phys.: Sae Mulli 73, 1155. [Proceedings of SCES 2023].

Kaito Kobayashi, Yukitoshi Motome (2023). Quantum reservoir probing: an inverse paradigm of quantum reservoir computing for exploring quantum many-body physics. arXiv preprint arXiv:2308.00898.

Kaito Kobayashi, Yukitoshi Motome (2023). Thermally-robust spatiotemporal parallel reservoir computing by frequency filtering in frustrated magnets. Sci. Rep. 13, 15123.

PDF Cite Video DOI

Kaito Kobayashi, Satoru Hayami (2022). Skyrmion and vortex crystals in the Hubbard model. Phys. Rev. B 106, L140406.