Katsuhiro Endo

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 9

Top Topics

Convolutional Neural Network

Machine Learning

Molecular Dynamics

Top Venues

ACS applied materials & interfaces

Journal of chemical theory and computation

Journal of chemical information and modeling

This page only lists publications with an associated author ORCID identifier.

Publications

Satoki Ishiai, Ikki Yasuda, Katsuhiro Endo, Kenji Yasuoka
Graph-Neural-Network-Based Unsupervised Learning of the Temporal Similarity of Structural Features Observed in Molecular Dynamics Simulations. Journal of chemical theory and computation 20 (2) (2024)
Satoki Ishiai, Ikki Yasuda, Katsuhiro Endo, Kenji Yasuoka
Graph-Neural-Network-Based Unsupervised Learning of the Temporal Similarity of Structural Features Observed in Molecular Dynamics Simulations. Journal of chemical theory and computation (2024)
Ikki Yasuda, Yusei Kobayashi, Katsuhiro Endo, Yoshihiro Hayakawa, Kazuhiko Fujiwara, Kuniaki Yajima, Noriyoshi Arai, Kenji Yasuoka
Combining Molecular Dynamics and Machine Learning to Analyze Shear Thinning for Alkane and Globular Lubricants in the Low Shear Regime. ACS applied materials & interfaces (2023)
Ikki Yasuda, Yusei Kobayashi, Katsuhiro Endo, Yoshihiro Hayakawa, Kazuhiko Fujiwara, Kuniaki Yajima, Noriyoshi Arai, Kenji Yasuoka
Combining Molecular Dynamics and Machine Learning to Analyze Shear Thinning for Alkane and Globular Lubricants in the Low Shear Regime. ACS applied materials & interfaces (2023)
Ikki Yasuda, Yusei Kobayashi, Katsuhiro Endo, Yoshihiro Hayakawa, Kazuhiko Fujiwara, Kuniaki Yajima, Noriyoshi Arai, Kenji Yasuoka
Combining Molecular Dynamics and Machine Learning to Analyze Shear Thinning for Alkane and Globular Lubricants in the Low Shear Regime. ACS applied materials & interfaces 15 (6) (2023)
Ryo Kawada, Katsuhiro Endo, Daisuke Yuhara, Kenji Yasuoka
MD-GAN with multi-particle input: the machine learning of long-time molecular behavior from short-time MD data. Soft matter 18 (44) (2022)
Ryo Kawada, Katsuhiro Endo, Kenji Yasuoka, Hidekazu Kojima, Nobuyuki Matubayasi
Prediction of Water Diffusion in Wide Varieties of Polymers with All-Atom Molecular Dynamics Simulations and Deep Generative Models. Journal of chemical information and modeling (2022)
Katsuhiro Endo, Daisuke Yuhara, Kenji Yasuoka
Efficient Monte Carlo Sampling for Molecular Systems Using Continuous Normalizing Flow. Journal of chemical theory and computation 18 (3) (2022)
Akie Kowaguchi, Katsuhiro Endo, Paul E Brumby, Kentaro Nomura, Kenji Yasuoka
Optimal Replica-Exchange Molecular Simulations in Combination with Evolution Strategies. Journal of chemical information and modeling (2022)