Publications/Talks
Conference - JSMB 2023
Linearly-solvable stochastic optimal control problems for jump processes
September 2023
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Conference - ICIAM 2023
Cellular gradient flow structure connects single-cell-level rules and population-level dynamics
August 2023
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Conference - STATPHYS 2023
Cellular gradient flow structure connects single-cell-level rules and population-level dynamics
August 2023
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Conference - STATPHYS 2023 satelite
Cellular gradient flow structure connects single-cell-level rules and population-level dynamics
August 2023
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Conference - CIJK 2023
Generalized gradient flow modeling of the cellular population dynamics and a T-cell immune response model
June 2023
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Article - Physical Review Research 2023
Cellular gradient flow structure linking single-cell-level rules and population-level dynamics
June 2023
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Workshop - Theoretical Immunology
Gradient flows for the cellular population and T-cell differentiation model
March 2023
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Conference - JSI 2022
Evolution of Thymic Involution Through the Lens of Learning Theory
December 2022
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Workshop - soft/bio-matter
Generalized gradient flow modeling of the cellular population dynamics and a single-cell dynamics
November 2022
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Article - arXiv 2022 BO
Linear Embedding-based High-dimensional Batch Bayesian Optimization without Reconstruction Mappings
November 2022
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Conference - ECMTB 2022
Gradient flow of the heterogeneous cellular population and a T-cell immune response model
September 2022
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Conference - JSMB 2022
Mathematical modeling and data analysis of population dynamics
September 2022
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Article - eLife 2022
Robotic search for optimal cell culture in regenerative medicine
June 2022
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Conference - InfoPhysBio 2022
Cellular gradient flow structure connects single-cell-level rules and population-level dynamics
June 2022
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Workshop - Theoretical Immunology
Gradient flows for the cellular population and T-cell differentiation model
March 2022
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Conference - ICMMA 2021
A gradient flow of the heterogeneous cellular population
January 2022
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Conference - JSMB 2021
Biological Costs in Population Dynamics and Gradient Flow on Riemannian Manifolds: Application to the Immune System
September 2021
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Workshop - Theoretical Immunology
Functional role of the thymus from the learning theoretic viewpoint
February 2021
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Thesis - Master Thesis
Understanding the T-cell Population Dynamics based on the Learning Theories
February 2021
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Conference - JSMB 2020
A reinforcemnet learning model of the immune system and its implication about functionality of the thymus
September 2020
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Workshop - Theoretical Immunology
A Reinforcement Learning Model of Adaptive Immunity and its Mathematical Principle
January 2020
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Article - Nature Protocols 2019
Advanced CUBIC tissue clearing for whole-organ cell profiling
November 2019
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Conference - Q-bio Caravan 2019
Mathematical Principle of a Reinforcemnet Learning Model of the Adaptive Immune Systems
November 2019
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Conference - JSMB 2019
Cell Proliferation Dynamics in Reinforcement Learning
September 2019
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Thesis - Bachelor Thesis
Study on Optimal Control for Inverted Pendulum with Saddle-type Instability
February 2019
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Conference - Q-bio Annual Meeting 2019
Optimality of Intermittent Controller for Saddle-type Unstable System
January 2019
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Article - Nature Neuroscience 2018
A three-dimensional single-cell-resolution whole-brain atlas using CUBIC-X expansion microscopy and tissue clearing
March 2018
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Workshop - WBAI Wakate Kansai
Spatial Perception in Animals and Robots
October 2017
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