Ryosuke Jinnouchi

Toyota Central Research and Development Laboratories (Japan) — Japan

Energy · Physical Sciences

32h-index6.5kcitations128works5.62yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Electrocatalysts for Energy Conversion(60), Fuel Cells and Related Materials(58), Machine Learning in Materials Science(39), Electrochemical Analysis and Applications(28), Catalytic Processes in Materials Science(14)

Publications128 total

Structural Factors of Platinum-Supported Carbon Influencing Ionomer Adsorption in Fuel Cell Catalyst Inks
ACS Applied Materials & Interfaces·2026Open Access
( <i>Invited</i> ) Impact of Catalyst Ink Properties on Performance and Processability in Polymer Electrolyte Fuel Cells
ECS Meeting Abstracts·2025
<i>(Keynote)</i> Advancing Electrochemistry with Kernel-Based Machine Learning Force Fields
ECS Meeting Abstracts·2025
Effect of substitution degree and dissociation on adsorption behavior of carboxymethyl cellulose on graphite surfaces
Chemical Physics Letters·2025· 1 cited
Nonequilibrium molecular dynamics of ion conduction with equivariant neural network models
Physical Review Materials·2025
Erratum: “Machine learning surrogate models for particle insertions and element substitutions” [J. Chem. Phys. 161, 194110 (2024)]
The Journal of Chemical Physics·2025
Machine Learning Force Fields in Electrochemistry: From Fundamentals to Applications
ACS Nano·2025· 12 citedOpen Access
Correction to “The Melamine-Driven Solvation Effect Promotes Oxygen Reduction on Platinum Catalyst: Machine Learning-Aided Free Energy Calculations”
The Journal of Physical Chemistry Letters·2025Open Access
Machine Learning Model to Predict Free-Energy Landscape and Position-Dependent Diffusion Constant to Extend the Scale of Dynamic Monte Carlo Simulations
Journal of Chemical Theory and Computation·2025· 4 cited
Correction: Absolute standard hydrogen electrode potential and redox potentials of atoms and molecules: machine learning aided first principles calculations
Chemical Science·2025· 1 citedOpen Access
Effect of Substitution Degree and Dissociation on Adsorption Behavior of Carboxymethyl Cellulose on Graphite Surfaces
SSRN Electronic Journal·2025Open Access
The Melamine-Driven Solvation Effect Promotes Oxygen Reduction on a Platinum Catalyst: Machine Learning-Aided Free Energy Calculations
The Journal of Physical Chemistry Letters·2024· 10 citedOpen Access
Absolute standard hydrogen electrode potential and redox potentials of atoms and molecules: machine learning aided first principles calculations
Chemical Science·2024· 11 citedOpen Access
(Invited) Computational and Experimental Characterization of PEFC Electrode Structures
ECS Meeting Abstracts·2024
The Impact of Support Carbon Properties on Ionomer Adsorption on Pt/C in Polymer Electrolyte Fuel Cell Catalyst Ink
ECS Meeting Abstracts·2024· 1 cited
Machine-learning surrogate models for particle insertions and element substitutions
The Journal of Chemical Physics·2024· 3 cited
Author response for "Absolute standard hydrogen electrode potential and redox potentials of atoms and molecules: machine learning aided first principles calculations"
2024· 1 cited
Melamine-driven solvation effect promotes oxygen reduction on platinum catalyst: machine learning-aided free energy calculations
2024Open Access
Publisher Correction: Machine learning-aided first-principles calculations of redox potentials
npj Computational Materials·2024Open Access
Density isobar of water and melting temperature of ice: Assessing common density functionals
The Journal of Chemical Physics·2024· 20 citedOpen Access
page 1 of 7Next →

Frequent Co-authors

Yu Morimoto(20), Kensaku Kodama(15), Georg Kresse(11), Ferenc Karsai(9), Ryoji Asahi(8), Tatsuya Hatanaka(8), Takahisa Suzuki(7), Alfred B. Anderson(4), Kenji Kudo(4), Kazuma Shinozaki(4), Naoki Hasegawa(4), Carla Verdi(4), Akihiro Shinohara(3), Eishiro Toyoda(3), Alexey V. Akimov(3), Oleg V. Prezhdo(3), A. Nagoya(3), Jonathan Lahnsteiner(2), Menno Bokdam(2), Naoki Kitano(2)