Aoyagi Takeshi 青柳岳司

Researcher Number	50786241
Other IDs	https://orcid.org/0000-0001-9229-4226
Affiliation (based on the past Project Information) *help	2017 – 2021: 国立研究開発法人産業技術総合研究所, 材料・化学領域, 総括研究主幹
Review Section/Research Field	Principal Investigator Science and Engineering Except Principal Investigator Science and Engineering
Keywords	Principal Investigator 相分離 / 自己無撞着場 / SCF / ネットワーク / 計算機シミュレーション / 機械学習 / パーシステントホモロジー / 粗視化シミュレーション / マルチフラクタル / 深層学習 … More / ネットワーク構造 / 高分子高次構造 / 軟質樹脂 / 熱可塑性エラストマー / 自己無撞着場理論 / 粗視化分子動力学 / ニューラルネットワーク / ミクロ相分離 / ブロックコポリマー … More Except Principal Investigator 材料設計 / 階層ネットワーク / 材料 / トポロジー / 離散幾何学 Less

Discrete Geometric Analysis for materials design
- Principal Investigator
  
  Kotani Motoko
- Project Period (FY)
  2017 – 2021
- Research Category
  
  Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
- Review Section
  
  Science and Engineering
- Research Institution
  Tohoku University
Hierarchical simulation of higher-order structure of polymerPrincipal Investigator
- Principal Investigator
  
  Aoyagi Takeshi
- Project Period (FY)
  2017 – 2021
- Research Category
  
  Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
- Review Section
  
  Science and Engineering
- Research Institution
  National Institute of Advanced Industrial Science and Technology

All 2022 2021 2020 2019 2018

All Journal Article Presentation

[Journal Article] Coarse-grained molecular dynamics study of elasticity of block copolymers with cubic symmetrical morphology2022
- Author(s)
  Aoyagi Takeshi
- Journal Title
  
  Polymer
  
  Volume: 243 Pages: 124624-124624
- DOI
  10.1016/j.polymer.2022.124624
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-17H06464
[Journal Article] Optimization of the elastic properties of block copolymers using coarse-grained simulation and an artificial neural network2022
- Author(s)
  Aoyagi Takeshi
- Journal Title
  
  Computational Materials Science
  
  Volume: 207 Pages: 111286-111286
- DOI
  10.1016/j.commatsci.2022.111286
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-17H06464
[Journal Article] Evaluation of the Slip-Spring Dissipative Particle Dynamics Code for Practical Studies in Polymer Rheology2021
- Author(s)
  Aoyagi Takeshi
- Journal Title
  
  Nihon Reoroji Gakkaishi
  
  Volume: 49 Issue: 2 Pages: 79-86
- DOI
  10.1678/rheology.49.79
- NAID
  130008038522
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-17H06464
[Journal Article] High-throughput prediction of stress-strain curves of thermoplastic elastomer model block copolymers by combining hierarchical simulation and deep learning2021
- Author(s)
  Aoyagi Takeshi
- Journal Title
  
  MRS Advances
  
  Volume: 6 Issue: 2 Pages: 32-36
- DOI
  10.1557/s43580-021-00008-1
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-17H06464
[Journal Article] Deep learning model for predicting phase diagrams of block copolymers2021
- Author(s)
  Aoyagi Takeshi
- Journal Title
  
  Computational Materials Science
  
  Volume: 188 Pages: 110224-110224
- DOI
  10.1016/j.commatsci.2020.110224
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-17H06464
[Journal Article] Prediction of Stress-Strain Curve of Block Copolymers Using Transfer Learning of 3D Convolutional Neural Network.2021
- Author(s)
  川口裕靖, 伊藤真利子, 青柳岳司, 大西立顕
- Journal Title
  
  J. Comput. Chem. Jpn.
  
  Volume: 20 Issue: 3 Pages: 100-102
- DOI
  10.2477/jccj.2021-0037
- NAID
  130008122399
- ISSN
  1347-1767, 1347-3824
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-ORGANIZER-17H06460, KAKENHI-PLANNED-17H06464, KAKENHI-PLANNED-17H06468
[Journal Article] Deep learning-based estimation of Flory-Huggins parameter of A-B block copolymers from cross-sectional images of phase-separated structures2021
- Author(s)
  K. Hagita, T. Aoyagi, Y. Abe, S. Genda, T. Honda
- Journal Title
  
  Sci Rep
  
  Volume: 11(1) Issue: 1 Pages: 12322-12322
- DOI
  10.1038/s41598-021-91761-8
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-ORGANIZER-17H06460, KAKENHI-PLANNED-17H06464, KAKENHI-PUBLICLY-20H04649
[Journal Article] Free Energy Estimation of Metastable Structures of Block Copolymers using Topological Data Analysis2020
- Author(s)
  本武陽一、山中貞人、青柳岳司、大西立顕、福水健次
- Journal Title
  
  J. Comput. Chem. Jpn.
  
  Volume: 19 Issue: 4 Pages: 169-171
- DOI
  10.2477/jccj.2021-0009
- NAID
  130008031793
- ISSN
  1347-1767, 1347-3824
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-17H06464, KAKENHI-PUBLICLY-20H04648, KAKENHI-ORGANIZER-17H06460
[Journal Article] Multi-Scale and Multi-Physics Simulations for Soft Materials2020
- Author(s)
  青柳岳司
- Journal Title
  
  JOURNAL OF JAPANESE SOCIETY OF TRIBOLOGISTS
  
  Volume: 65 Issue: 11 Pages: 653-658
- DOI
  10.18914/tribologist.65.11_653
- NAID
  130007939798
- ISSN
  0915-1168, 2189-9967
- Year and Date
  2020-11-15
- Language
  Japanese
- Peer Reviewed
- Data Source
  KAKENHI-PLANNED-17H06464
[Journal Article] Quantification of microphase separated structures from the viewpoint of multifractal2020
- Author(s)
  M.I. Ito, S. Yamanaka, T. Aoyagi, T. Ohnishi
- Journal Title
  
  Proceedings of the 2020 International Symposium on Nonlinear Theory and its Applications (NOLTA2020)
  
  Volume: 1 Pages: 480-483
- Peer Reviewed
- Data Source
  KAKENHI-ORGANIZER-17H06460
[Journal Article] Topological data analysis for microdomain patterns of block copolymer2020
- Author(s)
  Yoh-ichi Mototake, Sadato Yamanaka, Takeshi Aoyagi, Takaaki Ohnishi and Kenji Fukumizu
- Journal Title
  
  Proceedings of the 2020 International Symposium on Nonlinear Theory and its Applications (NOLTA2020)
  
  Volume: 1 Pages: 517-520
- Peer Reviewed
- Data Source
  KAKENHI-PLANNED-17H06464
[Journal Article] Largest Connected Component and Free Energy of Microphase Separated Structures.2020
- Author(s)
  KAWAGUCHI Hironobu、ITO Mariko I.、YAMANAKA Sadato、AOYAGI Takeshi、OHNISHI Takaaki
- Journal Title
  
  J. Comput. Chem. Jpn.
  
  Volume: 19 Issue: 4 Pages: 136-138
- DOI
  10.2477/jccj.2021-0001
- NAID
  130008021858
- ISSN
  1347-1767, 1347-3824
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-17H06464, KAKENHI-ORGANIZER-17H06460, KAKENHI-PLANNED-17H06468
[Journal Article] Quantification of microphase separated structures from the viewpoint of multifractal2020
- Author(s)
  Mariko Ito, Sadato Yamanaka, Takeshi Aoyagi and Takaaki Ohnishi
- Journal Title
  
  Proceedings of the 2020 International Symposium on Nonlinear Theory and its Applications (NOLTA2020)
  
  Volume: 1 Pages: 480-483
- Peer Reviewed
- Data Source
  KAKENHI-PLANNED-17H06464
[Journal Article] Topological data analysis for microdomain patterns of block copolymer2020
- Author(s)
  Y.Mototake, Yamanaka, T. Aoyagi, T. Ohnishi, K. Fukumizu.
- Journal Title
  
  Proceedings of the 2020 International Symposium on Nonlinear Theory and its Applications (NOLTA2020)
  
  Volume: - Pages: 517-520
- Peer Reviewed
- Data Source
  KAKENHI-ORGANIZER-17H06460
[Journal Article] 高分子材料へのマテリアルズ・インフォマティクスの適用事例2019
- Author(s)
  青柳岳司
- Journal Title
  
  工業材料
  
  Volume: 67 Pages: 69-74
- Data Source
  KAKENHI-PLANNED-17H06464
[Journal Article] Multifractal Analysis of Microphase Separated Structure in Block Copolymers2019
- Author(s)
  ITO Mariko I.、YAMANAKA Sadato、AOYAGI Takeshi、OHNISHI Takaaki
- Journal Title
  
  J. Comput. Chem. Jpn.
  
  Volume: 18 Issue: 5 Pages: 214-216
- DOI
  10.2477/jccj.2019-0043
- ISSN
  1347-1767, 1347-3824
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-17H06464, KAKENHI-PLANNED-17H06468, KAKENHI-ORGANIZER-17H06460
[Journal Article] Computational Simulation for the Study of the Shape and Size of Polymer Chains by Using Coarse-grained Molecular Model2019
- Author(s)
  AOYAGI Takeshi
- Journal Title
  
  Oleoscience
  
  Volume: 19 Issue: 11 Pages: 469-474
- DOI
  10.5650/oleoscience.19.469
- NAID
  130007742442
- ISSN
  1345-8949, 2187-3461
- Language
  Japanese
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-17H06464
[Presentation] 高分子レオロジーの実用的研究のためのスリップスプリング散逸粒子動力学コードの評価2021
- Author(s)
  青柳岳司
- Organizer
  第69回レオロジー討論会
- Data Source
  KAKENHI-PLANNED-17H06464
[Presentation] High-throughput prediction of stress-strain curve of thermoplastic elastomer2021
- Author(s)
  Takeshi Aoyagi
- Organizer
  Pacifichem 2021
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-17H06464
[Presentation] High-Throughput Prediction of Stress-Strain Curve of Thermoplastic Elastomer Model Block Copolymers with Various Chain Structure by Combining Hierarchical Simulation and Deep Learning2021
- Author(s)
  Takeshi Aoyagi
- Organizer
  APS March Meeting 2021
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-17H06464
[Presentation] ブロック共重合体の自由エネルギーに関わるミクロ相分離構造の定量化2021
- Author(s)
  川口裕靖, 伊藤真利子, 山中貞人, 青柳岳司, 大西立顕
- Organizer
  日本物理学会第76回年次大会
- Data Source
  KAKENHI-ORGANIZER-17H06460
[Presentation] High-throughput prediction and optimization of stress-strain curve of thermoplastic elastomer2021
- Author(s)
  Takeshi Aoyagi
- Organizer
  International Conference on Discrete Geometric Analysis for Materials Design
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-17H06464
[Presentation] 階層的シミュレーションと深層学習による熱可塑性エラストマー弾性挙動の高速予測2021
- Author(s)
  青柳岳司
- Organizer
  第70回高分子討論会
- Data Source
  KAKENHI-PLANNED-17H06464
[Presentation] 高分子界面・相分離構造を対象とした粗視化シミュレーション2021
- Author(s)
  青柳岳司
- Organizer
  第179回粘着研究会例会
- Invited
- Data Source
  KAKENHI-PLANNED-17H06464
[Presentation] 粗視化シミュレーションと深層学習による熱可塑性エラストマー弾性特性の高速予測2021
- Author(s)
  青柳岳司
- Organizer
  日本物理学会第76回年次大会　共催シンポジウム「次世代物質探索のための離散幾何学」
- Data Source
  KAKENHI-ORGANIZER-17H06460
[Presentation] 粗視化シミュレーションと深層学習による熱可塑性エラストマー弾性特性の高速予測2021
- Author(s)
  青柳岳司
- Organizer
  日本物理学会第76回年次大会
- Invited
- Data Source
  KAKENHI-PLANNED-17H06464
[Presentation] 粗視化シミュレーションと機械学習の連携による高分子材料の高次構造設計2020
- Author(s)
  青柳岳司
- Organizer
  化学工学会第51回秋季大会
- Invited
- Data Source
  KAKENHI-PLANNED-17H06464
[Presentation] High-Throughput Prediction of Stress-Strain Curve of Thermoplastic Elastomer Model Block Copolymers by Combining Hierarchical Simulation and Deep Learning2020
- Author(s)
  Takeshi Aoyagi
- Organizer
  2020 MRS Spring/Fall Meeting
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-17H06464
[Presentation] Quantification of microphase separated structures from the viewpoint of multifractal2020
- Author(s)
  Mariko I. Ito, Sadato Yamanaka, Takeshi Aoyagi, Takaaki Ohnishi
- Organizer
  Proceedings of the 2020 International Symposium on Nonlinear Theory and its Applications (NOLTA2020)
- Int'l Joint Research
- Data Source
  KAKENHI-ORGANIZER-17H06460
[Presentation] Predicting Stress-Strain Behavior of Thermoplastic Elastomer by Theoretical Calculation and Deep Learning2020
- Author(s)
  Takeshi Aoyagi
- Organizer
  APS March Meeting 2020
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-17H06464
[Presentation] Topological Data Analysis of Microdomain Patterns of Block Copolymer2020
- Author(s)
  Y. Mototake, S. Yamanaka, T. Aoyagi, T. Ohnishi, K. Fukumizu，
- Organizer
  Proceedings of the 2020 International Symposium on Nonlinear Theory and its Applications (NOLTA2020)
- Int'l Joint Research
- Data Source
  KAKENHI-ORGANIZER-17H06460
[Presentation] マルチフラクタル解析によるミクロ相分離構造の特徴づけ2020
- Author(s)
  伊藤真利子, 山中貞人, 青柳岳司, 大西立顕
- Organizer
  日本物理学会2020年秋季大会
- Data Source
  KAKENHI-ORGANIZER-17H06460
[Presentation] シミュレーションとAIによる高分子材料開発2020
- Author(s)
  青柳岳司
- Organizer
  第69回高分子討論会
- Invited
- Data Source
  KAKENHI-PLANNED-17H06464
[Presentation] ブロック共重合体のミクロ相分離構造に対するマルチフラクタル解析2019
- Author(s)
  伊藤真利子, 山中貞人, 青柳岳司, 大西立顕
- Organizer
  日本コンピュータ化学会2019年秋季年会
- Data Source
  KAKENHI-ORGANIZER-17H06460
[Presentation] シミュレーションとAIの連携による機能材料設計への取り組み2019
- Author(s)
  青柳岳司
- Organizer
  第67回関西CAE懇話会
- Invited
- Data Source
  KAKENHI-PLANNED-17H06464
[Presentation] Classification and prediction of the mesophases of block copolymers2019
- Author(s)
  S. Yamanaka, T. Aoyagi
- Organizer
  APS March meeting 2019
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-17H06464
[Presentation] 機械学習を用いたブロック共重合体におけるメソ構造の分類2019
- Author(s)
  山中貞人、青柳岳司
- Organizer
  日本物理学会第74年次大会
- Data Source
  KAKENHI-PLANNED-17H06464
[Presentation] Computational Study of the Microphase-Separated Structure and Elastic Property of Block Copolymers2019
- Author(s)
  Takeshi Aoyagi
- Organizer
  MRM2019
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-17H06464
[Presentation] シミュレーションとインフォマティクスの融合による高分子材料開発の新展開2019
- Author(s)
  青柳岳司
- Organizer
  山口大学第４回ジョイントセミナー
- Invited
- Data Source
  KAKENHI-PLANNED-17H06464
[Presentation] 高分子界面・相分離を対象とした粗視化シミュレーション2019
- Author(s)
  青柳岳司
- Organizer
  接着界面科学研究会PartⅥ 第7回例会
- Invited
- Data Source
  KAKENHI-PLANNED-17H06464
[Presentation] Computational Study of the Morphology and Property of Block Copolymers2019
- Author(s)
  T. Aoyagi
- Organizer
  International Symposium: Polymers Meet Topology
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-17H06464
[Presentation] Prediction of the Stable Morphology of Block Copolymer by using SCF Calculation and Deep Learning2019
- Author(s)
  T. Aoyagi, S. Yamanaka
- Organizer
  APS March meeting 2019
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-17H06464
[Presentation] OCTAを基盤とする粗視化シミュレーションの産業利用2019
- Author(s)
  青柳岳司
- Organizer
  高分子学会講演会
- Invited
- Data Source
  KAKENHI-PLANNED-17H06464
[Presentation] Theoretical Calculation and Machine Learning study for the Microphase-Separated Structure and Elastic Property of Block Copolymers2019
- Author(s)
  Takeshi Aoyagi
- Organizer
  Physical Aspects of Polymer Science 2019
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-17H06464
[Presentation] Classification of Metastable Structures in Microphase-Separated Block Copolymers using Deep Learning2019
- Author(s)
  Takeshi Aoyagi
- Organizer
  International Symposium: Polymers and networks via topology and entanglement
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-17H06464
[Presentation] Study of the Stress-Strain response of Co-continuous Phase of ABA Block Copolymer2018
- Author(s)
  Takeshi Aoyagi
- Organizer
  Bridging the Scales in Soft Matter Simulations
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-17H06464
[Presentation] Computer Simulation of the Network Morphology by Microphase Separation of Block Copolymers2018
- Author(s)
  Takeshi Aoyagi
- Organizer
  新学術領域「次世代物質探索のための離散幾何学」キックオフワークショップ
- Int'l Joint Research
- Data Source
  KAKENHI-ORGANIZER-17H06460
[Presentation] 粗視化分子動力学によるジャイロイド相の弾性挙動解析2018
- Author(s)
  青柳岳司、山中貞人
- Organizer
  第 66回レオロジー討論会
- Data Source
  KAKENHI-PLANNED-17H06464
[Presentation] Challenge to Soft Material Development by Computer Simulation and Informatics2018
- Author(s)
  T. Aoyagi
- Organizer
  IPC2018
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-17H06464

1. Kotani Motoko (50230024)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
2. 大西立顕 (10376387)

# of Collaborated Projects: 1 results

# of Collaborated Products: 7 results
3. 内藤久資 (40211411)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
4. 高見誠一 (40311550)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
5. 一木輝久 (40711156)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
6. 古田幹雄 (50181459)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
7. 下川航也 (60312633)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
8. 橋本幸士 (80345074)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

Aoyagi Takeshi 青柳 岳司

Research Projects

Research Products

Co-Researchers

Discrete Geometric Analysis for materials design

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Hierarchical simulation of higher-order structure of polymerPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Coarse-grained molecular dynamics study of elasticity of block copolymers with cubic symmetrical morphology2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Optimization of the elastic properties of block copolymers using coarse-grained simulation and an artificial neural network2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Evaluation of the Slip-Spring Dissipative Particle Dynamics Code for Practical Studies in Polymer Rheology2021

Author(s)

Journal Title

DOI

NAID

Data Source

[Journal Article] High-throughput prediction of stress-strain curves of thermoplastic elastomer model block copolymers by combining hierarchical simulation and deep learning2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Deep learning model for predicting phase diagrams of block copolymers2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Prediction of Stress-Strain Curve of Block Copolymers Using Transfer Learning of 3D Convolutional Neural Network.2021

Author(s)

Journal Title

DOI

NAID

ISSN

Language

Data Source

[Journal Article] Deep learning-based estimation of Flory-Huggins parameter of A-B block copolymers from cross-sectional images of phase-separated structures2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Free Energy Estimation of Metastable Structures of Block Copolymers using Topological Data Analysis2020

Author(s)

Journal Title

DOI

NAID

ISSN

Language

Data Source

[Journal Article] Multi-Scale and Multi-Physics Simulations for Soft Materials2020

Author(s)

Journal Title

DOI

NAID

ISSN

Year and Date

Language

Data Source

[Journal Article] Quantification of microphase separated structures from the viewpoint of multifractal2020

Author(s)

Journal Title

Data Source

[Journal Article] Topological data analysis for microdomain patterns of block copolymer2020

Author(s)

Journal Title

Data Source

Aoyagi Takeshi 青柳岳司