Basic Information

Faculty

• Faculty of Engineering

Email Address

• Email Address

  guo.yuting.3fkyoto-u.ac.jp

Professional Memberships

• From Jun. 2023, To Present

  日本機械学会
• From Apr. 2022, To Present

  日本伝熱学会

Academic Degree

• 14 Jun. 2017

  修士（工学）（西北大学）
• 25 Mar. 2021

  博士（工学）（東北大学）

Academic Resume (Graduate Schools)

• Tohoku University, 大学院工学研究科, 博士課程ファインメカニクス専攻, 修了

Research History

• From Jul. 2023, To Present

  Kyoto University, Graduate School of Engineering Department of Mechanical Engineering and Science, Assistant Professor
• From Oct. 2022, To Jun. 2023

  Tohoku University, Institute of Fluid Science, Specially Appointed Assistant Professor
• From Apr. 2021, To Sep. 2022

  Tohoku University, Institute of Fluid Science, 学術研究員

ID,URL

• ORCID ID

  0000-0002-0958-3383

• J-Global ID

  202301015665085550

• Researcher number

  00978778

• External link

  http://thermal.me.kyoto-u.ac.jp/

researchmap URL

• https://researchmap.jp/guoyuting

Research

Research Interests

• Solid-liquid interface
• Molecular dynamics
• Heat transfer
• Fuel cell
• Deep learning

Research Areas

• Manufacturing technology (mechanical, electrical/electronic, chemical engineering), Thermal engineering
• Manufacturing technology (mechanical, electrical/electronic, chemical engineering), Fluid engineering

Papers

• Experimental and molecular dynamics study on the reaction characteristics of methane-ammonia mixed fuel on SOFC anodes

  Yuting Guo; Taiyo Taniuchi; Sora Nozaki; Masashi Kishimoto; Hiroshi Iwai

  International Journal of Heat and Mass Transfer, Jul. 2025, Invited, Lead author

  
• Coarse-Grained Molecular Dynamics Simulation on the Impact of the Primary Pores on the Distribution and Morphology of Ionomers within Catalyst Layers during the Drying Process

  Sirui Wang; Yuting Guo; Ruoyu Liu; Sheng-Feng Huang; Takashi Tokumasu

  ECS Meeting Abstracts, 22 Nov. 2024

  
• One-dimensional Numerical Analysis of SOFC Anode using Physics Informed Neural Network

  Shinichi MAEDA; Masashi KISHIMOTO; Ren MATSUKAWA; Yuting GUO; Hiroshi IWAI

  The Proceedings of the National Symposium on Power and Energy Systems, 2024

  
• Development of Quasi-3D Numerical Simulation Model of Solid Oxide Electrolysis Cell for H2O/CO2 Co-electrolysis

  Daichi IWANE; Masashi KISHIMOTO; Yuting GUO; Hiroshi IWAI

  The Proceedings of the National Symposium on Power and Energy Systems, 2024

  
• Effects of Hydrogen Production Reaction on Gas Transport and Electrode Performance inside the Porous Anodes of Solid Oxide Fuel Cells

  Takafumi KOBORI; Yuting GUO; Masashi KISHIMOTO; Hiroshi IWAI

  The Proceedings of Conference of Kansai Branch, 2024

  
• Unveiling the impact of four-phonon scattering on thermal transport properties of the bulk β-Ga2O3 and monolayer Ga2O3

  Hui Tu; Yuxiong Xue; Rongxing Cao; Yang Liu; Shu Zheng; Hongxia Li; Yuting Guo; Haiyi Sun; Dan Han

  Physica E: Low-dimensional Systems and Nanostructures, Jan. 2025

  
• Coarse-Grained Molecular Dynamics Simulation of Ionomer-Mediated Carbon Cluster Bonding in Polymer Electrolyte Fuel Cell Catalyst Layers

  Ruoyu Liu; Sirui Wang; Yuting Guo; Sheng-Feng Huang; Takashi Tokumasu

  ECS Transactions, 27 Sep. 2024

  
• Applying machine learning to reveal the microscopic heat transfer mechanism of nanofluids as coolants

  Gaoyang Li; Haiyi Sun; Dan Han; Shukai Cheng; Guoqi Zhao; Yuting Guo

  Thermochimica Acta, Aug. 2024, Peer-reviewed, Corresponding author

  
• Electrically regulated thermal conductivity of aramid polymer systems

  Jiangnan Song; Meng An; Yuting Guo; Dongsheng Chen; Bing Yao; Haifeng Chen; Gang Zhang

  Applied Physics Letters, 18 Mar. 2024

  
• Diagnostic investigation of devolatilization, ignition, and flame fluctuation during laminar oxy-coal combustion

  Mengfan Yuan; Wenkun Zhu; Zhuozhi Wang; Yuting Guo; Gaoyang Li; Yongxin Chen; Jiangbo Peng; Rui Sun

  Energy, Feb. 2024, Peer-reviewed, Corresponding author

  
• The role of the drying process and the Pt/C structure on the ionomer morphology of the catalyst layer

  Yuting Guo; Takuya Mabuchi; Gaoyang Li; Takashi Tokumasu

  Surfaces and Interfaces, Jan. 2024, Peer-reviewed, Lead author

  
• Physics-informed neural networks (PINNs) for 4D hemodynamics prediction: An investigation of optimal framework based on vascular morphology

  Xuelan Zhang; Baoyan Mao; Yue Che; Jiaheng Kang; Mingyao Luo; Aike Qiao; Youjun Liu; Hitomi Anzai; Makoto Ohta; Yuting Guo; Gaoyang Li

  Computers in Biology and Medicine, Sep. 2023

  
• Surfactant molecular design on heat transfer enhancement

  Yuting Guo; Haiyi Sun; Xuelan Zhang; Sirui Wang; Gaoyang Li

  Reference Module in Chemistry, Molecular Sciences and Chemical Engineering, 2023, Lead author

  
• (Digital Presentation) A Coarse-Grained Molecular Dynamics Study on the Aggregation and Adsorption Behavior of Ionomer from Solution Onto Pt/C Substrate

  Yuting Guo; Takuya Mabuchi; Gaoyang Li; Takashi Tokumasu

  ECS Meeting Abstracts, 09 Oct. 2022, Lead author

  
• Deep learning, numerical, and experimental methods to reveal hydrodynamics performance and cavitation development in centrifugal pump

  Gaoyang Li; Haiyi Sun; Jiachao He; Xuhui Ding; Wenkun Zhu; Caiyan Qin; Xuelan Zhang; Xinwu Zhou; Bin Yang; Yuting Guo

  Expert Systems with Applications, Mar. 2024, Peer-reviewed, Corresponding author

  
• Analysis of structural and water diffusional properties of ionomer thin film by coarse-grained molecular dynamics simulation

  Yuting Guo; Sheng-Feng Huang; Takuya Mabuchi; Takashi Tokumasu

  Journal of Molecular Liquids, Dec. 2023, Peer-reviewed, Lead author

  
• Prediction of water transport properties on an anisotropic wetting surface via deep learning

  Yuting Guo; Haiyi Sun; Meng An; Takuya Mabuchi; Yinbo Zhao; Gaoyang Li

  Nanoscale, 21 Jul. 2023, Peer-reviewed, Lead author

  
• Modeling Optimal Energy Exchange Operation of Microgrids Considering Renewable Energy Resources, Risk-based Strategies, and Reliability Aspect Using Multi-objective Adolescent Identity Search Algorithm

  Yonghong Zhu; Gaoyang Li; Yuting Guo; Dong Li; Navid Bohlooli

  Sustainable Cities and Society, Apr. 2023, Peer-reviewed

  
• A feasibility study of multi-mode intelligent fusion medical data transmission technology of industrial Internet of Things combined with medical Internet of Things

  Xuhui Ding; Yue Zhang; Jiaxuan Li; Boyan Mao; Yuting Guo; Gaoyang Li

  Internet of Things, Apr. 2023, Peer-reviewed

  
• Deep Learning to Reveal the Distribution and Diffusion of Water Molecules in Fuel Cell Catalyst Layers

  Gaoyang Li; Yonghong Zhu; Yuting Guo; Takuya Mabuchi; Dong Li; Shengfeng Huang; Sirui Wang; Haiyi Sun; Takashi Tokumasu

  ACS Applied Materials and Interfaces, 01 Feb. 2023, Peer-reviewed, Corresponding author

  
• Tracing the composition and structure evolution of oxygen-enriched asphaltenes during the hydrotreating of middle-low temperature coal tar

  Yonghong Zhu; Gaoyang Li; Tao Yang; Yuting Guo; Louwei Cui; Yanan Gao; Pengjun Ji; Mulan Xu; Chong Wang; Dong Li

  Journal of Analytical and Applied Pyrolysis, Nov. 2022, Peer-reviewed, Corresponding author

  
• Exploration of coal tar asphaltene molecules based on high resolution mass spectrometry and advanced extraction separation method

  Yonghong Zhu; Yuting Guo; Xuan Zhang; Feng Tian; Cheng Luo; Chongpeng Du; Tianhua Yang; Maosen Chen; Zhihui Sun; Dong Li

  Fuel Processing Technology, Aug. 2022, Peer-reviewed, Corresponding author

  
• Insight into asphaltene transformation during coal tar hydrotreatment by conventional analysis and high-resolution Fourier transform mass spectrometry coupled with collision-induced dissociation technology

  Yonghong Zhu; Tao Yang; Gaoyang Li; Yuting Guo; Cheng Yang; Haipeng Teng; Mulan Xu; Chongpeng Du; Chong Wang; Dong Li

  Journal of the Energy Institute, Aug. 2022, Peer-reviewed

  
• Liquid-vapor two-phase flow in centrifugal pump: Cavitation, mass transfer, and impeller structure optimization

  Gaoyang Li; Xuhui Ding; Yubin Wu; Sirui Wang; Dong Li; Wenjin Yu; Xuezheng Wang; Yonghong Zhu; Yuting Guo

  Vacuum, Jul. 2022, Peer-reviewed, Corresponding author

  
• A Novel Method to Determine the Cause of Left Internal Mammary Artery Instant Non-Patency Based on Transit Time Flow Measurement

  Boyan Mao; Yue Feng; Mengyao Duan; Yihang Dong; Gaoyang Li; Bao Li; Jincheng Liu; Yuting Guo; Minghui Wei; Zhou Zhao; Youjun Liu

  Frontiers in Physiology, 30 Jun. 2022, Peer-reviewed

  
• Morphology Evolution and Adsorption Behavior of Ionomers from Solution to Pt/C Substrates

  Yuting Guo; Takuya Mabuchi; Gaoyang Li; Takashi Tokumasu

  Macromolecules, 14 Jun. 2022, Peer-reviewed, Lead author

  
• Prediction of nanoscale thermal transport and adsorption of liquid containing surfactant at solid–liquid interface via deep learning

  Yuting Guo; Gaoyang Li; Takuya Mabuchi; Donatas Surblys; Taku Ohara; Takashi Tokumasu

  Journal of Colloid and Interface Science, May 2022, Peer-reviewed, Lead author

  
• Analysis of oxygen-containing species in coal tar by comprehensive two-dimensional GC×GC-TOF and ESI FT-ICR mass spectrometry through a new subfraction separation method

  Yonghong Zhu; Yuting Guo; Haipeng Teng; Jie Liu; Feng Tian; Louwei Cui; Wei Li; Jiaojiao Liu; Chong Wang; Dong Li

  Journal of the Energy Institute, Apr. 2022, Peer-reviewed, Corresponding author

  
• Application of deep learning for predicting the treatment performance of real municipal wastewater based on one-year operation of two anaerobic membrane bioreactors

  Gaoyang Li; Jiayuan Ji; Jialing Ni; Sirui Wang; Yuting Guo; Yisong Hu; Siwei Liu; Sheng-Feng Huang; Yu-You Li

  Science of The Total Environment, Mar. 2022, Peer-reviewed

  
• Prediction of the adsorption properties of liquid at solid surfaces with molecular scale surface roughness via encoding-decoding convolutional neural networks

  Gaoyang Li; Yuting Guo; Takuya Mabuchi; Donatas Surblys; Taku Ohara; Takashi Tokumasu

  Journal of Molecular Liquids, Mar. 2022, Peer-reviewed, Corresponding author

  
• Prediction of Cerebral Aneurysm Hemodynamics With Porous-Medium Models of Flow-Diverting Stents via Deep Learning

  Gaoyang Li; Xiaorui Song; Haoran Wang; Siwei Liu; Jiayuan Ji; Yuting Guo; Aike Qiao; Youjun Liu; Xuezheng Wang

  Frontiers in Physiology, 17 Sep. 2021, Peer-reviewed

  
• A molecular dynamics study of the effect of functional groups and side chain on adsorption of alcoholic surfactant and interfacial thermal transport

  Yuting Guo; Donatas Surblys; Hiroki Matsubara; Taku Ohara

  Journal of Molecular Liquids, Aug. 2021, Peer-reviewed, Lead author

  
• Molecular Dynamics Study on the Effect of Long-Chain Surfactant Adsorption on Interfacial Heat Transfer between a Polymer Liquid and Silica Surface

  Yuting Guo; Donatas Surblys; Hiroki Matsubara; Yoshiaki Kawagoe; Taku Ohara

  The Journal of Physical Chemistry C, 17 Dec. 2020, Peer-reviewed, Lead author

  
• A molecular dynamics study of heat transfer over an ultra-thin liquid film with surfactant between solid surfaces

  Yuting Guo; Donatas Surblys; Yoshiaki Kawagoe; Hiroki Matsubara; Taku Ohara

  Journal of Applied Physics, 14 Nov. 2019, Peer-reviewed, Lead author

  
• A molecular dynamics study on the effect of surfactant adsorption on heat transfer at a solid-liquid interface

  Yuting Guo; Donatas Surblys; Yoshiaki Kawagoe; Hiroki Matsubara; Xiao Liu; Taku Ohara

  International Journal of Heat and Mass Transfer, Jun. 2019, Peer-reviewed, Lead author

  

Misc.

• A molecular dynamics study of the ionomer film formation during drying process in fuel cell catalyst layer

  GUO Yuting; 馬渕拓哉; LI Gaoyang; 徳増崇

  日本伝熱シンポジウム講演論文集(CD-ROM), 2023

  
• A Molecular Dynamics Study of the Effect of Pt/C Substrate on Adsorption and Morphological Changes of Ionomers in the Catalyst Layer

  GUO Yuting; 馬渕拓哉; LI Gaoyang; 徳増崇

  日本伝熱シンポジウム講演論文集(CD-ROM), 2022

  
• 固体高分子形燃料電池触媒層作成における塗布・乾燥工程の分子シミュレーション

  徳増崇; 馬渕拓哉; 郭玉てい

  化学工学会秋季大会研究発表講演要旨集(CD-ROM), 2021

  
• Molecular dynamics study on the effect of surfactant adsorption on heat transport at solid-liquid interface

  BAO Yunhao; MATSUBARA Hiroki; KAWAGOE Yoshiaki; DONATAS Surblys; GUO Yuting; OHARA Taku

  日本伝熱シンポジウム講演論文集(CD-ROM), 2020

  
• Molecular dynamics study on the effect of surface roughness and liquid molecular length on interfacial thermal conductance at solid-liquid interface

  LI Yining; SURBLYS Donatas; 松原裕樹; 川越吉晃; GUO Yuting; 小原拓

  日本伝熱シンポジウム講演論文集(CD-ROM), 2020

  
• Molecular Dynamics Investigation of the Effect of Surfactant Adsorption on Reducing Contact Thermal Resistance between Two Solid Surfaces

  GUO Yuting; SURBLYS Donatas; 川越吉晃; 松原裕樹; 小原拓

  日本伝熱シンポジウム講演論文集(CD-ROM), 2020

  
• 界面活性剤吸着が固液界面の熱輸送に及ぼす影響に関する分子動力学的研究

  GUO Yuting; SURBLYS Donatas; 川越吉晃; 松原裕樹; LIU Xiao; 小原拓

  数値流体力学シンポジウム講演論文集(CD-ROM), 2018

  

Presentations

• A Molecular Dynamics Investigation of Ionic Conductivity in YSZ Phase Transitions

  Yuting Guo, Taiyo Taniuchi, Jin Shiomi, Keisho Fukumoto, Taku Ohara, Masashi Kishimoto, Hiroshi Iwai

  Twenty-first International Conference on Flow Dynamics (ICFD2024), 20 Nov. 2024

  
• Formulation of Reverse Water Gas Shift Reaction on Ni-YSZ Hydrogen Electrode for Numerical Simulation of SOEC Co-Electrolysis

  Takuma Ichimiya; Masashi Kishimoto; Yuting Guo; Hiroshi Iwai

  7th Asian SOFC Symposium, 24 Oct. 2024

  
• Development of a Single-Cell Surrogate Model for Numerical Analysis of SOFC Stacks

  Ryota Tsukamoto; Tetsuya Mori; Masaya Sasaki; Masashi Kishimoto; Yuting Guo; Hiroshi Iwai

  7th Asian SOFC Symposium, 24 Oct. 2024

  
• Molecular Dynamics Study on the Adsorption of Methane-Ammonia Mixed Fuel on Ni-YSZ Interface

  Yuting Guo; Taiyo Taniuchi; Masashi Kishimoto; Hiroshi Iwai

  7th Asian SOFC Symposium, 24 Oct. 2024

  
• Effect of Porous Structure of Ni-based Oxygen Carrier on Reaction Characteristics in Chemical Looping Combustion

  Masashi Kishimoto; Kota Ike; Yuting Guo; Hiroshi Iwai

  10th World Conference on Experimental Heat Transfer, Fluid Mechanics and Thermodynamics (ExHFT-10), 27 Aug. 2024

  
• Molecular Dynamics Study of H2O/CO2 Co-Electrolysis Using SOEC: Surface Diffusion and Adsorption in Ni-YSZ Composite Cathode

  Taiyo Taniuchi; Yuting Guo; Masashi Kishimoto; Hiroshi Iwai

  The 3rd Asian Conference on Thermal Sciences (3rd ACTS), 27 Jun. 2024

  
• Numerical Simulation of Li Transport in Polycrystalline Active Materials of Li-Ion Batteries

  Ren Matsukawa; Yuting Guo; Masashi Kishimoto; Hiroshi Iwai

  The 3rd Asian Conference on Thermal Sciences (3rd ACTS), 26 Jun. 2024

  
• Effect of Gas Compositions on H2O/CO2 Co-electrolysis Using Solid Oxide Electrolysis Cell

  Masashi Kishimoto; Riki Nakamura; Yuting Guo; Hiroshi Iwai

  International Workshop for Sustainable Energy Conversion Systems 2024 (IWSEC2024), 30 May 2024

  
• 固体酸化物形燃料電池の燃料極内空隙における水素生成反応がガス輸送及び電極性能に与える影響

  小堀孝文; 郭玉婷; 岸本将史; 岩井裕

  日本機械学会関西支部第99回定時総会・講演会, 15 Mar. 2024

  
• Ni-YSZ燃料極におけるメタン・アンモニア混合燃料の改質・分解特性とOCVの実験的考察

  細溝暉人; 郭 玉婷; 岸本将史; 岩井裕

  第32回SOFC研究発表会, 14 Dec. 2023

  
• Molecular dynamics study on thermal boundary conductance at solid-liquid interfaces with adsorbed surfactant

  Y. Guo; D. Surblys; Y. Kawagoe; H. Matsubara; X. Liu; T. Ohara

  The 12th Asian Thermophysical Properties Conference, Oct. 2019

  
• A study of the surfactant adsorption effect at the solid surface on the interfacial thermal transfer

  Y. Guo; D. Surblys; Y. Kawagoe; H. Matsubara; X. Liu; T. Ohara

  7th Asian Symposium on Computational Heat Transfer and Fluid Flow-2019, Sep. 2019

  

Books and Other Publications

• Surfactant molecular design on heat transfer enhancement

  Yuting Guo; Haiyi Sun; Xuelan Zhang; Sirui Wang; Gaoyang Li

  Elsevier, 2023, Refereed

  Find Kyoto University's collection of books :

  

External funds: Kakenhi

• Unraveling the Mechanism of Co-Electrolysis of H2O and CO2 in Solid Oxide Electrolysis Cells by Combining Molecular Dynamics Simulation and Deep Learning

  Grant-in-Aid for Early-Career Scientists

  Basic Section 19020:Thermal engineering-related

  Kyoto University

  Guo Yuting; 郭玉テイ

  From 01 Apr. 2024, To 31 Mar. 2027, Granted

  固体酸化物形電解セル;共電解;分子動力学;深層学習

  https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-24K17215/

Education

Teaching subject(s)

• From 01 Apr. 2024, To 31 Mar. 2025

  機械製作実習

  Fall, 工学部
• From 01 Apr. 2024, To 31 Mar. 2025

  Mechanical and System Engineering Laboratory 1

  5056, Spring, Faculty of Engineering, 1
• From 01 Apr. 2024, To 31 Mar. 2025

  Mechanical and System Engineering Laboratory 1

  5056, Fall, Faculty of Engineering, 1