Katsuhiro Endo

9PUBLICATIONS
11CO-AUTHORS
Statistical mechanics in chemistryStructure and dynamics of materialsDeep learningNeural networksMicrofluidics and nanofluidics
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Publications (9)

|Oct 11, 2025
Navigating Phase Transitions with Path-Finding Algorithms: A Strategic Approach to Replica Exchange Monte Carlo.

Akie Kowaguchi, Katsuhiro Endo, Kentaro Nomura

|Feb 13, 2024
Novel approach for designing order parameters of clathrate hydrate structures by graph neural network.

Satoki Ishiai, Katsuhiro Endo, Paul E Brumby

|Jan 08, 2024
Graph-Neural-Network-Based Unsupervised Learning of the Temporal Similarity of Structural Features Observed in Molecular Dynamics Simulations.

Satoki Ishiai, Ikki Yasuda, Katsuhiro Endo

|Aug 08, 2023
Graph neural networks classify molecular geometry and design novel order parameters of crystal and liquid.

Satoki Ishiai, Katsuhiro Endo, Kenji Yasuoka

|Jan 30, 2023
Combining Molecular Dynamics and Machine Learning to Analyze Shear Thinning for Alkane and Globular Lubricants in the Low Shear Regime.

Ikki Yasuda, Yusei Kobayashi, Katsuhiro Endo

|Dec 08, 2022
Prediction of Water Diffusion in Wide Varieties of Polymers with All-Atom Molecular Dynamics Simulations and Deep Generative Models.

Ryo Kawada, Katsuhiro Endo, Kenji Yasuoka

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Frequent Collaborators

8 joint publications

Kenji Yasuoka

3 joint publications

Paul E Brumby

3 joint publications

Satoki Ishiai

2 joint publications

Akie Kowaguchi