Goto Shinichiro 後藤振一郎

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Goto Shin-itiro 後藤振一郎

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Researcher Number	60749282
Other IDs
Affiliation (Current)	2025: 中部大学, AI数理データサイエンスセンター, 准教授
Affiliation (based on the past Project Information) *help	2021 – 2022: 中部大学, AI数理データサイエンスセンター, 准教授 2019 – 2020: 統計数理研究所, 統計的機械学習研究センター, 特任准教授
Review Section/Research Field	Principal Investigator Basic Section 12040:Applied mathematics and statistics-related
Keywords	Principal Investigator ヘッセ幾何学 / 離散幾何学 / 情報幾何学 / 凸最適化理論 / マスター方程式 / ニューラルネットワーク / シンプレクティック幾何学 / 接触幾何学 / 最適化問題 / 統計力学 … More / 力学系理論 / 微分幾何学 / ニューラルネット / 幾何学的力学系理論 Less

Research Projects
(1 results)
Research Products
(25 results)

Geometric Mechanics of Neural NetworksPrincipal Investigator
- Principal Investigator
  
  Goto Shin-itiro
- Project Period (FY)
  2019 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 12040:Applied mathematics and statistics-related
- Research Institution
  Chubu University
  The Institute of Statistical Mathematics

All 2023 2022 2021 2020 2019

All Journal Article Presentation

[Journal Article] Affine geometric description of thermodynamics2023
- Author(s)
  Goto Shin-itiro
- Journal Title
  
  Journal of Mathematical Physics
  
  Volume: 64 Issue: 1 Pages: 013301-013301
- DOI
  10.1063/5.0124768
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K03635
[Journal Article] Contact geometric approach to Glauber dynamics near a cusp and its limitation2023
- Author(s)
  Goto Shin-itiro、Lerer Shai、Polterovich Leonid
- Journal Title
  
  Journal of Physics A: Mathematical and Theoretical
  
  Volume: 56 Issue: 12 Pages: 125001-125001
- DOI
  10.1088/1751-8121/acbe81
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K03635
[Journal Article] Nonequilibrium thermodynamic process with hysteresis and metastable states-A contact Hamiltonian with unstable and stable segments of a Legendre submanifold2022
- Author(s)
  Goto Shin-itiro
- Journal Title
  
  Journal of Mathematical Physics
  
  Volume: 63 Issue: 5 Pages: 053302-053302
- DOI
  10.1063/5.0062495
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K03635
[Journal Article] Contact Hamiltonian Systems for Probability Distribution Functions and Expectation Variables: A Study Based on a Class of Master Equations2021
- Author(s)
  Goto Shin-itiro、Hino Hideitsu
- Journal Title
  
  Progress in Information Geometry
  
  Volume: - Pages: 57-87
- DOI
  10.1007/978-3-030-65459-7_4
- ISBN
  9783030654580, 9783030654597
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K03635
[Journal Article] Diffusion equations from master equations:A discrete geometric approach2020
- Author(s)
  Goto Shin-itiro、Hino Hideitsu
- Journal Title
  
  Journal of Mathematical Physics
  
  Volume: 61 Issue: 11 Pages: 113301-113301
- DOI
  10.1063/5.0003656
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K03635, KAKENHI-PROJECT-17H01793
[Journal Article] Expectation Variables on a Para-Contact Metric Manifold Exactly Derived from Master Equations2019
- Author(s)
  Shin-itiro Goto and Hideitsu Hino
- Journal Title
  
  GSI 2019, Lecture Notes in Computer Science
  
  Volume: 11712 Pages: 239-247
- DOI
  10.1007/978-3-030-26980-7_25
- ISBN
  9783030269791, 9783030269807
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K03635, KAKENHI-PROJECT-17H01793
[Journal Article] Information and contact geometric description of expectation variables exactly derived from master equations2019
- Author(s)
  Shin-itiro Goto and Hideitsu Hino
- Journal Title
  
  Physica Scripta
  
  Volume: 95 Issue: 1 Pages: 015207-015207
- DOI
  10.1088/1402-4896/ab4295
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K03635, KAKENHI-PROJECT-17H01793
[Presentation] Contact geometric approaches to thermodynamic processes with metastable equilibrium states2023
- Author(s)
  S. Goto
- Organizer
  Forschungszentrum Julich GmbH, Peter Grunberg Institute (PGI), Ansari's Research Group Seminar
- Invited
- Data Source
  KAKENHI-PROJECT-19K03635
[Presentation] ヒステリシス系の接触幾何学的記述：非平衡熱力学の幾何学化に向けて2022
- Author(s)
  後藤振一郎
- Organizer
  量子と古典の物理と幾何
- Invited
- Data Source
  KAKENHI-PROJECT-19K03635
[Presentation] ルジャンドル部分多様体を固定点集合とする接触ハミルトン力学系: 熱力学相転移・ヒステリシス系への応用2022
- Author(s)
  後藤振一郎
- Organizer
  2021年度冬の力学系研究集会
- Data Source
  KAKENHI-PROJECT-19K03635
[Presentation] Symplectic integrator via contact geometry for Nesterov-type ODE2022
- Author(s)
  日野英逸、後藤振一郎
- Organizer
  Workshop on Functional Inference and Machine Intelligence
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K03635
[Presentation] 非自励ハミルトン系を用いた制約なし凸最適化問題の構造保存数値解法2021
- Author(s)
  後藤振一郎、日野英逸
- Organizer
  統計物理と統計科学のセミナー
- Invited
- Data Source
  KAKENHI-PROJECT-19K03635
[Presentation] マスター方程式の離散幾何学 --拡散方程式の厳密な導出--2020
- Author(s)
  後藤振一郎、日野英逸
- Organizer
  RIMS共同研究「数理科学の諸問題と力学系理論の新展開」
- Data Source
  KAKENHI-PROJECT-19K03635
[Presentation] Information and contact geometries for expectation variables exactly derived from a class of master equations2020
- Author(s)
  S. Goto and H. Hino
- Organizer
  Workshop on Emerging Themes in Computational Statistics
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K03635
[Presentation] 応用接触幾何学2020
- Author(s)
  後藤振一郎
- Organizer
  福岡大学応用数学科セミナー
- Invited
- Data Source
  KAKENHI-PROJECT-19K03635
[Presentation] 接触多様体のシンプレクティック化を用いた制約なし凸最適化問題の構造保存数値解法2020
- Author(s)
  後藤振一郎、日野英逸
- Organizer
  Poisson幾何とその周辺2020
- Invited
- Data Source
  KAKENHI-PROJECT-19K03635
[Presentation] マスター方程式と離散拡散方程式の関係 --離散幾何学による解析--2020
- Author(s)
  後藤振一郎
- Organizer
  統計数理研究所オープンハウス ( オンライン開催 )
- Data Source
  KAKENHI-PROJECT-19K03635
[Presentation] マスター方程式の離散幾何学--拡散方程式の厳密な導出--2019
- Author(s)
  後藤振一郎　日野英逸
- Organizer
  第25回交通流と自己駆動粒子系のシンポジウム
- Invited
- Data Source
  KAKENHI-PROJECT-19K03635
[Presentation] Contact geometric approaches to nonlinear RLC circuit models in contact with heat bath2019
- Author(s)
  Shin-itiro Goto
- Organizer
  Seminar at Laboratory of Automatic Control, Chemical and Pharmaceutical Engineering, Lyon 1, France
- Invited
- Data Source
  KAKENHI-PROJECT-19K03635
[Presentation] マスター方程式の離散幾何学--拡散方程式の厳密な導出--2019
- Author(s)
  後藤振一郎　日野英逸
- Organizer
  第25回非線形局在モード勉強会
- Invited
- Data Source
  KAKENHI-PROJECT-19K03635
[Presentation] マスター方程式から厳密に得られる期待値変数の情報幾何学, 接触幾何学およびその周辺2019
- Author(s)
  後藤振一郎　日野英逸
- Organizer
  科研費シンポジウム「統計学と機械学習の数理と展開」
- Invited
- Data Source
  KAKENHI-PROJECT-19K03635
[Presentation] Hessian-information geometric formulation of neural network models having a Lyapunov function2019
- Author(s)
  Shin-itiro Goto
- Organizer
  RIMS研究集会「力学系　-新たな理論と応用に向けて-」
- Data Source
  KAKENHI-PROJECT-19K03635
[Presentation] Expectation variables on a para-contact metric manifold exactly derived from master equations2019
- Author(s)
  Shin-itiro Goto and Hideitsu Hino
- Organizer
  Geometric Science of Information, 4th Edition
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K03635
[Presentation] マスター方程式と拡散方程式の関係--離散幾何学によるアプローチ--2019
- Author(s)
  後藤振一郎
- Organizer
  中部大学　工学基礎教室　セミナー
- Invited
- Data Source
  KAKENHI-PROJECT-19K03635
[Presentation] Hessian-information geometric formulation of Hamiltonian systems and generalized Toda’s dual transform2019
- Author(s)
  Shin-itiro Goto and Tatsuaki Wada
- Organizer
  Geometry, Mechanics, and their Applications,「幾何学と力学とその応用」
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K03635

Goto Shinichiro 後藤 振一郎

Goto Shin-itiro 後藤 振一郎

Research Projects

Research Products

Geometric Mechanics of Neural NetworksPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Affine geometric description of thermodynamics2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Contact geometric approach to Glauber dynamics near a cusp and its limitation2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Nonequilibrium thermodynamic process with hysteresis and metastable states-A contact Hamiltonian with unstable and stable segments of a Legendre submanifold2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Contact Hamiltonian Systems for Probability Distribution Functions and Expectation Variables: A Study Based on a Class of Master Equations2021

Author(s)

Journal Title

DOI

ISBN

Data Source

[Journal Article] Diffusion equations from master equations:A discrete geometric approach2020

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Expectation Variables on a Para-Contact Metric Manifold Exactly Derived from Master Equations2019

Author(s)

Journal Title

DOI

ISBN

Data Source

[Journal Article] Information and contact geometric description of expectation variables exactly derived from master equations2019

Author(s)

Journal Title

DOI

Data Source

[Presentation] Contact geometric approaches to thermodynamic processes with metastable equilibrium states2023

Author(s)

Organizer

Data Source

[Presentation] ヒステリシス系の接触幾何学的記述：非平衡熱力学の幾何学化に向けて2022

Author(s)

Organizer

Data Source

[Presentation] ルジャンドル部分多様体を固定点集合とする接触ハミルトン力学系: 熱力学相転移・ヒステリシス系への応用2022

Author(s)

Organizer

Data Source

[Presentation] Symplectic integrator via contact geometry for Nesterov-type ODE2022

Author(s)

Organizer

Data Source

[Presentation] 非自励ハミルトン系を用いた制約なし凸最適化問題の構造保存数値解法2021

Author(s)

Organizer

Data Source

[Presentation] マスター方程式の離散幾何学 --拡散方程式の厳密な導出--2020

Author(s)

Organizer

Data Source

[Presentation] Information and contact geometries for expectation variables exactly derived from a class of master equations2020

Author(s)

Organizer

Data Source

[Presentation] 応用接触幾何学2020

Author(s)

Organizer

Data Source

[Presentation] 接触多様体のシンプレクティック化を用いた制約なし凸最適化問題の構造保存数値解法2020

Goto Shinichiro 後藤振一郎

Goto Shin-itiro 後藤振一郎