Katsuhiro Endo

According to our database, Katsuhiro Endo authored at least 7 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Development of a conditional diffusion model to predict process parameters and microstructures of dendrite crystals of matrix resin based on mechanical properties.

Arisa Ikeda, Ryo Higuchi, Tomohiro Yokozeki, Katsuhiro Endo, Yuta Kojima, Misato Suzuki, Mayu Muramatsu

CoRR, 2024

Function Smoothing Regularization for Precision Factorization Machine Annealing in Continuous Variable Optimization Problems.

Katsuhiro Endo, Kazuaki Z. Takahashi

CoRR, 2024

2023

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, Hidekazu Kojima, Nobuyuki Matubayasi

J. Chem. Inf. Model., 2023

2022

Optimal Replica-Exchange Molecular Simulations in Combination with Evolution Strategies.

Akie Kowaguchi, Katsuhiro Endo, Paul E. Brumby, Kentaro Nomura, Kenji Yasuoka

J. Chem. Inf. Model., 2022

Prediction of transport property via machine learning molecular movements.

Ikki Yasuda, Yusei Kobayashi, Katsuhiro Endo, Yoshihiro Hayakawa, Kazuhiko Fujiwara, Kuniaki Yajima, Noriyoshi Arai, Kenji Yasuoka

CoRR, 2022

MD-GAN with multi-particle input: the machine learning of long-time molecular behavior from short-time MD data.

Ryo Kawada, Katsuhiro Endo, Daisuke Yuhara, Kenji Yasuoka

CoRR, 2022

2018

Multi-Step Time Series Generator for Molecular Dynamics.

Katsuhiro Endo, Katsufumi Tomobe, Kenji Yasuoka

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018