JU SHENGHONG 鞠生宏

Researcher Number	30809645
Other IDs	https://orcid.org/0000-0002-1090-4068
Affiliation (based on the past Project Information) *help	2019 – 2021: 東京大学, 大学院工学系研究科(工学部), 客員研究員
Review Section/Research Field	Principal Investigator Basic Section 19020:Thermal engineering-related
Keywords	Principal Investigator モンテカルロ木探索 / 機械学習 / ベイズ最適化 / 伝熱機能材料 / マテリアルズ・インフォマティクス

Designing Thermal Functional Materials via Materials InformaticsPrincipal Investigator
- Principal Investigator
  
  JU SHENGHONG
- Project Period (FY)
  2019 – 2021
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 19020:Thermal engineering-related
- Research Institution
  The University of Tokyo

All 2022 2021 2020 2019

All Journal Article Presentation Book

[Book] Chapter: Application of Bayesian optimization to thermal science, in Book titled Nanoscale Energy Transport: Emerging phenomena, methods and applications2020
- Author(s)
  Jiang Guo, Shenghong Ju and Junichiro Shiomi
- Total Pages
  488
- Publisher
  IOP Publishing Ltd
- ISBN
  9780750317368
- Data Source
  KAKENHI-PROJECT-19K14902
[Journal Article] Descriptors of intrinsic hydrodynamic thermal transport: screening a phonon database in a machine learning approach2022
- Author(s)
  Torres Pol、Wu Stephen、Ju Shenghong、Liu Chang、Tadano Terumasa、Yoshida Ryo、Shiomi Junichiro
- Journal Title
  
  Journal of Physics: Condensed Matter
  
  Volume: 34 Issue: 13 Pages: 135702-135702
- DOI
  10.1088/1361-648x/ac49c9
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K18017, KAKENHI-PROJECT-19K14902, KAKENHI-PROJECT-19H00744, KAKENHI-PROJECT-21K14675, KAKENHI-PROJECT-19H01132, KAKENHI-PROJECT-20K19866, KAKENHI-PLANNED-19H05820
[Journal Article] Exploring diamondlike lattice thermal conductivity crystals via feature-based transfer learning2021
- Author(s)
  Ju Shenghong、Yoshida Ryo、Liu Chang、Wu Stephen、Hongo Kenta、Tadano Terumasa、Shiomi Junichiro
- Journal Title
  
  Physical Review Materials
  
  Volume: 5 Issue: 5 Pages: 053801-053801
- DOI
  10.1103/physrevmaterials.5.053801
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K19866, KAKENHI-PROJECT-18K18017, KAKENHI-PROJECT-19K14902, KAKENHI-PLANNED-19H05820, KAKENHI-PROJECT-19H00744, KAKENHI-PROJECT-21K14675, KAKENHI-PROJECT-19H01132
[Journal Article] Phonon transport in multiphase nanostructured silicon fabricated by high-pressure torsion2021
- Author(s)
  Shao Cheng、Matsuda Kensuke、Ju Shenghong、Ikoma Yoshifumi、Kohno Masamichi、Shiomi Junichiro
- Journal Title
  
  Journal of Applied Physics
  
  Volume: 129 Issue: 8 Pages: 085101-085101
- DOI
  10.1063/5.0037775
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19H00744, KAKENHI-PROJECT-19K14902, KAKENHI-PROJECT-18H01384
[Journal Article] Identifying Optimal Strain in Bismuth Telluride Thermoelectric Film by Combinatorial Gradient Thermal Annealing and Machine Learning2020
- Author(s)
  Sasaki Michiko、Ju Shenghong、Xu Yibin、Shiomi Junichiro、Goto Masahiro
- Journal Title
  
  ACS Combinatorial Science
  
  Volume: 22 Issue: 12 Pages: 782-790
- DOI
  10.1021/acscombsci.0c00112
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K14902
[Journal Article] Designing thermal functional materials by coupling thermal transport calculations and machine learning2020
- Author(s)
  Ju Shenghong、Shimizu Shuntaro、Shiomi Junichiro
- Journal Title
  
  Journal of Applied Physics
  
  Volume: 128 Issue: 16 Pages: 161102-161102
- DOI
  10.1063/5.0017042
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K14902, KAKENHI-PROJECT-19H00744
[Journal Article] Design of a highly selective radiative cooling structure accelerated by materials informatics2020
- Author(s)
  Guo Jiang、Ju Shenghong、Shiomi Junichiro
- Journal Title
  
  Optics Letters
  
  Volume: 45 Issue: 2 Pages: 343-343
- DOI
  10.1364/ol.45.000343
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K14902
[Journal Article] Machine learning analysis of tunnel magnetoresistance of magnetic tunnel junctions with disordered MgAl2O42020
- Author(s)
  Ju Shenghong、Miura Yoshio、Yamamoto Kaoru、Masuda Keisuke、Uchida Ken-ichi、Shiomi Junichiro
- Journal Title
  
  Physical Review Research
  
  Volume: 2 Issue: 2 Pages: 023187-023187
- DOI
  10.1103/physrevresearch.2.023187
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K14902, KAKENHI-PROJECT-19H00744
[Journal Article] Anomalously low thermal conductivity in superhard cubic Si3N42019
- Author(s)
  Liu Jing、Ju Shenghong、Nishiyama Norimasa、Junichiro Shiomi
- Journal Title
  
  Physical Review B
  
  Volume: 100 Issue: 6 Pages: 064303-064303
- DOI
  10.1103/physrevb.100.064303
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K14902
[Journal Article] High bond difference parameter-induced low thermal transmission in carbon allotropes with sp2 and sp3 hybridization2019
- Author(s)
  Feng Zhihao、Dong Huicong、Ju Shenghong、Wen Bin、Zhang Yuwen、Melnik Roderick
- Journal Title
  
  Physical Chemistry Chemical Physics
  
  Volume: 21 Issue: 23 Pages: 12611-12619
- DOI
  10.1039/c9cp01029g
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K14902
[Journal Article] Predicting Materials Properties with Little Data Using Shotgun Transfer Learning2019
- Author(s)
  Yamada Hironao、Liu Chang、Wu Stephen、Koyama Yukinori、Ju Shenghong、Shiomi Junichiro、Morikawa Junko、Yoshida Ryo
- Journal Title
  
  ACS Central Science
  
  Volume: 5 Issue: 10 Pages: 1717-1730
- DOI
  10.1021/acscentsci.9b00804
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K18017, KAKENHI-PROJECT-19K14902, KAKENHI-PLANNED-19H05820, KAKENHI-PROJECT-19H01132
[Presentation] High Throughput Screening of Materials for Interfacial Thermal Transport2022
- Author(s)
  Shenghong Ju
- Organizer
  MRS Spring Meeting
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K14902
[Presentation] Designing Wavelength-Selective Thermal Radiative Materials via Machine Learning2022
- Author(s)
  Shenghong Ju
- Organizer
  The 3rd International Symposium on Multiscale Simulations of Thermophysics
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K14902
[Presentation] Designing Wavelength-Selective Thermal Radiative Materials via Machine Learning2021
- Author(s)
  Shenghong Ju
- Organizer
  The 5th Forum of Materials Genome Engineering
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K14902
[Presentation] High Thermoelectric Performance in Metastable Phases of Silicon: A Density Functional Theory Study2020
- Author(s)
  Shenghong Ju
- Organizer
  The 5th Workshop on Thermal Transport, China
- Invited
- Data Source
  KAKENHI-PROJECT-19K14902
[Presentation] Exploring ultrahigh lattice thermal conductivity crystals via feature-based transfer learning2020
- Author(s)
  Shenghong Ju, Ryo Yoshida, Chang Liu, Kenta Hongo, Terumasa Tadano, Junichiro Shiomi
- Organizer
  MSE2020 - Virtual Materials Science and Engineering Congress
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K14902
[Presentation] Machine learning analysis of tunnel magnetoresistance of magnetic tunnel junctions with disordered MgAl2O42020
- Author(s)
  Shenghong Ju
- Organizer
  The 4rd Forum of Materials Genome Engineering
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K14902
[Presentation] Designing Nanostructures for Phonon Transport via Heuristic Algorithms2020
- Author(s)
  Shenghong Ju
- Organizer
  The 4th Phonon Engineering Workshop
- Invited
- Data Source
  KAKENHI-PROJECT-19K14902
[Presentation] Application of materials informatics on designing thermal functional materials2019
- Author(s)
  Ju Shenghong、Shiomi Junichiro
- Organizer
  The 6th Asian Materials Data Symposium, Shanghai, China, 2019
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K14902
[Presentation] Desing thermal functional materials via materials informatics2019
- Author(s)
  Ju Shenghong
- Organizer
  The 4th Workshop on Thermal Transport, Wuhan, China, 2019
- Invited
- Data Source
  KAKENHI-PROJECT-19K14902
[Presentation] Desing thermal functional materials via materials informatics2019
- Author(s)
  Ju Shenghong
- Organizer
  The 3rd Forum of Materials Genome Engineering, Yunnan, China, 2019
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K14902
[Presentation] マテリアルズ・インフォマティクスによる伝熱機能材料の設計2019
- Author(s)
  鞠生宏, 塩見淳一郎
- Organizer
  第66回応用物理学会春季学術講演会
- Data Source
  KAKENHI-PROJECT-19K14902

1. SHIOMI Junichiro

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
2. 劉暢

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
3. Wu Stephen

# of Collaborated Projects: 0 results

# of Collaborated Products: 2 results

JU SHENGHONG 鞠 生宏

Research Projects

Research Products

Co-Researchers

Designing Thermal Functional Materials via Materials InformaticsPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Book] Chapter: Application of Bayesian optimization to thermal science, in Book titled Nanoscale Energy Transport: Emerging phenomena, methods and applications2020

Author(s)

Total Pages

Publisher

ISBN

Data Source

[Journal Article] Descriptors of intrinsic hydrodynamic thermal transport: screening a phonon database in a machine learning approach2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Exploring diamondlike lattice thermal conductivity crystals via feature-based transfer learning2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Phonon transport in multiphase nanostructured silicon fabricated by high-pressure torsion2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Identifying Optimal Strain in Bismuth Telluride Thermoelectric Film by Combinatorial Gradient Thermal Annealing and Machine Learning2020

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Designing thermal functional materials by coupling thermal transport calculations and machine learning2020

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Design of a highly selective radiative cooling structure accelerated by materials informatics2020

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Machine learning analysis of tunnel magnetoresistance of magnetic tunnel junctions with disordered MgAl2O42020

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Anomalously low thermal conductivity in superhard cubic Si3N42019

Author(s)

Journal Title

DOI

Data Source

[Journal Article] High bond difference parameter-induced low thermal transmission in carbon allotropes with sp2 and sp3 hybridization2019

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Predicting Materials Properties with Little Data Using Shotgun Transfer Learning2019

Author(s)

Journal Title

DOI

Data Source

[Presentation] High Throughput Screening of Materials for Interfacial Thermal Transport2022

Author(s)

Organizer

Data Source

[Presentation] Designing Wavelength-Selective Thermal Radiative Materials via Machine Learning2022

Author(s)

Organizer

Data Source

[Presentation] Designing Wavelength-Selective Thermal Radiative Materials via Machine Learning2021

Author(s)

Organizer

Data Source

[Presentation] High Thermoelectric Performance in Metastable Phases of Silicon: A Density Functional Theory Study2020

Author(s)

JU SHENGHONG 鞠生宏