Katsuhiro Endo

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 6

Top Topics

Optimization Problems

Recursive Neural Networks

Molecular Dynamics

Water Diffusion

Top Venues

J. Chem. Inf. Model.

Publications

Katsuhiro Endo, Kazuaki Z. Takahashi
Function Smoothing Regularization for Precision Factorization Machine Annealing in Continuous Variable Optimization Problems. CoRR (2024)
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. J. Chem. Inf. Model. 63 (1) (2023)
Ikki Yasuda, Yusei Kobayashi, Katsuhiro Endo, Yoshihiro Hayakawa, Kazuhiko Fujiwara, Kuniaki Yajima, Noriyoshi Arai, Kenji Yasuoka
Prediction of transport property via machine learning molecular movements. CoRR (2022)
Akie Kowaguchi, Katsuhiro Endo, Paul E. Brumby, Kentaro Nomura, Kenji Yasuoka
Optimal Replica-Exchange Molecular Simulations in Combination with Evolution Strategies. J. Chem. Inf. Model. 62 (24) (2022)
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. CoRR (2022)
Katsuhiro Endo, Katsufumi Tomobe, Kenji Yasuoka
Multi-Step Time Series Generator for Molecular Dynamics. AAAI (2018)