Ryosuke Jinnouchi

Renewable Energy, Sustainability and the Environment · 2008–2021

A researcher in the Science corpus: 8 papers; trusts 3 researchers and is trusted by 1 researcher here, as inferred from the citation graph.

Subfields

• Renewable Energy, Sustainability and the Environment — 71 citations into it
• Materials Chemistry — 62 citations into it; #8,119 of 11,513 by trust here, #8,635 by citations

Whom Ryosuke Jinnouchi trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

1. Radford M. Neal
2. A. P. Bart'ok
3. Michele Parrinello
4. V. Stamenković
5. J. Perdew
6. Jeff Greeley
7. Jens K. Nørskov

Who trusts Ryosuke Jinnouchi overall

1. Yuri Mishin
2. Ivan S. Novikov
3. Konstantin Gubaev

Papers from Ryosuke Jinnouchi's perspective

Ordered by how strongly the researchers Ryosuke Jinnouchi trusts endorse each paper. Same corpus, a different order for every researcher.

1. Pattern Recognition and Machine Learning
2. The Haar integral
3. Unified theory of thermal transport in crystals and glasses (Nature Physics)
4. Generalized neural-network representation of high-dimensional potential-energy surfaces.
5. Fast parallel algorithms for short-range molecular dynamics
6. The Elements of Statistical Learning
7. Comparing molecules and solids across structural and alchemical space.
8. Learning With Kernels: Support Vector Machines, Regularization, Optimization, and Beyond
9. Learning and relearning in Boltzmann machines
10. Estimating the Dimension of a Model

Their papers

• On-the-fly machine learning force field generation: Application to melting points (2019) — 386 citations
• Phase Transitions of Hybrid Perovskites Simulated by Machine-Learning Force Fields Trained on the Fly with Bayesian Inference. (2019) — 335 citations
• Challenges in applying highly active Pt-based nanostructured catalysts for oxygen reduction reactions to fuel cell vehicles (2021) — 694 citations
• Thermal transport and phase transitions of zirconia by on-the-fly machine-learned interatomic potentials (2021) — 134 citations
• Humidity and Temperature Dependences of Oxygen Transport Resistance of Nafion Thin Film on Platinum Electrode (2016) — 168 citations
• Molecular Dynamics Simulations on O2 Permeation through Nafion Ionomer on Platinum Surface (2016) — 239 citations
• The d-band structure of Pt nanoclusters correlated with the catalytic activity for an oxygen reduction reaction (2011) — 143 citations
• Electronic structure calculations of liquid-solid interfaces: Combination of density functional theory and modified Poisson-Boltzmann theory (2008) — 240 citations