Kaito Kobayashi

Kaito Kobayashi

Graduate student

Motome group, Univ. of Tokyo

About me

Kaito Kobayashi is a first year Ph.D. student in Motome group, Department of Applied Physics, the University of Tokyo. His research focuses on the application of quantum information concepts to quantum many-body systems, with the goal of advancing our understanding of quantum physics.

東京大学工学系研究科物理工学専攻求研究室博士1年の小林海翔です。物性物理と情報科学の境界領域に興味を持って理論的に研究しています。

Interests
  • Quantum reservoir probing
  • Quantum phase transition
  • Reservoir computing
  • Tensor Network
Education
  • Doctor of Engineering, 2024 - present

    Department of Applied Physics, The University of Tokyo

  • Master of Engineering, 2022 - 2024

    Department of Applied Physics, The University of Tokyo

  • Bachelor of Engineering, 2018 - 2022

    Department of Applied Physics, The University of Tokyo

Vita

 
 
 
 
 
Doctor of Engineering
Department of Applied Physics, The University of Tokyo
April 2024 – Present Tokyo
Director: Prof. Yukitoshi Motome
 
 
 
 
 
Master of Engineering
Department of Applied Physics, The University of Tokyo
April 2022 – March 2024 Tokyo

Director: Prof. Yukitoshi Motome

Thesis: Reservoirs of Insight: Harnessing and Probing Nature via Computational Paradigms (Outstanding Master Thesis Award)

 
 
 
 
 
Bachelor of Engineering
Department of Applied Physics, The University of Tokyo
April 2018 – March 2022 Tokyo

Director: Prof. Eiji Saitoh

Thesis: 逆スピンホール効果による磁化状態トモグラフィ (Magnetization state tomography by inverse spin-Hall effect) (Outstanding Bachelor Thesis Award)

Fellowships, etc.

 
 
 
 
 
BOOST NAIS
August 2024 – March 2027
Advanced AI Talent Development to Lead the Next-Generation Intelligent Society (BOOST NAIS)
 
 
 
 
 
JSPS research fellowships for young scientists (DC1)
April 2024 – July 2024
Research Fellowships for Young Scientists (DC1)
 
 
 
 
 
Mitou Target Program
June 2023 – February 2024

Research project for the development of a fast machine learning method based on quantum reservoir computing

Project Manager: Prof. Naoki Yamamoto

 
 
 
 
 
MERIT-WINGS
October 2022 – March 2027
World-leading Innovative Graduate Study program for Materials Research, Information, and Technology (MERIT-WINGS)
 
 
 
 
 
Nakatani RIES
April 2020 – March 2021
International research internship at Georgia Institute of Technology (online)
 
 
 
 
 
Iizuka Takeshi Scholarships
April 2018 – March 2022

Publications

(2024). Feedback-Driven Quantum Reservoir Computing for Time-Series Analysis. PRX Quantum 5, 040325.

PDF Cite DOI

(2024). Quantum reservoir probing of quantum phase transitions. arXiv preprint arXiv:2402.07097.

PDF Cite DOI

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

PDF Cite DOI

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

PDF Cite DOI

Presentations

.js-id-international

Awards

Best Poster Award
Best Poster Award, MERIT Camp 2024
Outstanding Master Thesis Award
Best Poster Award
Best Poster Award, International Conference on Strongly Correlated Electron Systems 2023
Dean’s Award for Academic Excellence
Dean’s Award for Outstanding Research
Outstanding Bachelor Thesis Award
Best Presentation Award
Best Presentation Award, Advanced Seminar in Applied Physics

Experience

 
 
 
 
 
Visiting Student @ Technical University of Munich
September 2024 – December 2024
 
 
 
 
 
Teaching Assistant (Statistical Mechanics)
UTokyo
October 2023 – March 2024
 
 
 
 
 
Teaching Assistant (Exercises in Mathematics and Mechanics I)
UTokyo
October 2022 – March 2023
 
 
 
 
 
Internship @ Preferred Networks
August 2022 – September 2022
 
 
 
 
 
Part-time job @ SAS Institute Japan
June 2018 – July 2019

Contact

  • kaito-kobayashi92[!αΤ!]g.ecc.u-tokyo.ac.jp
  • 7-3-1, Hongo, Bunkyo-ku, Tokyo 113-8656
  • Faculty of Engineering Bldg.6