Ryosuke Jinnouchi

On-the-fly machine learning force field generation: Application to melting points

Ryosuke Jinnouchi, Ferenc Karsai, Georg Kresse · Physical review. B./Physical review. B · 2019 · 590 citations · Full text

Phase Transitions of Hybrid Perovskites Simulated by Machine-Learning Force Fields Trained on the Fly with Bayesian Inference

Ryosuke Jinnouchi, Jonathan Lahnsteiner, Ferenc Karsai et al. · Physical Review Letters · 2019 · 582 citations · Full text

Electronic structure calculations of liquid-solid interfaces: Combination of density functional theory and modified Poisson-Boltzmann theory

Ryosuke Jinnouchi, Alfred B. Anderson · Physical Review B · 2008 · 316 citations

Poisson-boltzmann Theory, Engineering, Computational Chemistry +21

Molecular Dynamics Simulations on O 2 Permeation through Nafion Ionomer on Platinum Surface

Ryosuke Jinnouchi, Kenji Kudo, Naoki Kitano et al. · Electrochimica Acta · 2015 · 272 citations

Chemical Engineering, Interface Chemistry, Engineering +11

Predicting Catalytic Activity of Nanoparticles by a DFT-Aided Machine-Learning Algorithm

Ryosuke Jinnouchi, Ryoji Asahi · The Journal of Physical Chemistry Letters · 2017 · 260 citations

Single Crystals, Engineering, Nanocluster +17