Application of deep learning to inverse design of phase separation structure in polymer alloy
Hiraide, Kazuya, Hirayama, Kenta, Endo, Katsuhiro, Muramatsu, Mayu
Published in Computational materials science (01.04.2021)
Published in Computational materials science (01.04.2021)
Get full text
Journal Article
Learned pseudo-random number generator: WGAN-GP for generating statistically robust random numbers
Okada, Kiyoshiro, Endo, Katsuhiro, Yasuoka, Kenji, Kurabayashi, Shuichi
Published in PloS one (14.06.2023)
Published in PloS one (14.06.2023)
Get full text
Journal Article
Development of optimization method for truss structure by quantum annealing
Honda, Rio, Endo, Katsuhiro, Kaji, Taichi, Suzuki, Yudai, Matsuda, Yoshiki, Tanaka, Shu, Muramatsu, Mayu
Published in Scientific reports (16.06.2024)
Published in Scientific reports (16.06.2024)
Get full text
Journal Article
Combining Molecular Dynamics and Machine Learning to Analyze Shear Thinning for Alkane and Globular Lubricants in the Low Shear Regime
Yasuda, Ikki, Kobayashi, Yusei, Endo, Katsuhiro, Hayakawa, Yoshihiro, Fujiwara, Kazuhiko, Yajima, Kuniaki, Arai, Noriyoshi, Yasuoka, Kenji
Published in ACS applied materials & interfaces (15.02.2023)
Published in ACS applied materials & interfaces (15.02.2023)
Get full text
Journal Article
In-layer inhomogeneity of molecular dynamics in quasi-liquid layers of ice
Yasuda, Ikki, Endo, Katsuhiro, Arai, Noriyoshi, Yasuoka, Kenji
Published in Communications chemistry (29.05.2024)
Published in Communications chemistry (29.05.2024)
Get full text
Journal Article
Differences in ligand-induced protein dynamics extracted from an unsupervised deep learning approach correlate with protein–ligand binding affinities
Yasuda, Ikki, Endo, Katsuhiro, Yamamoto, Eiji, Hirano, Yoshinori, Yasuoka, Kenji
Published in Communications biology (19.05.2022)
Published in Communications biology (19.05.2022)
Get full text
Journal Article
Quantum self-learning Monte Carlo and quantum-inspired Fourier transform sampler
Endo, Katsuhiro, Nakamura, Taichi, Fujii, Keisuke, Yamamoto, Naoki
Published in Physical review research (31.12.2020)
Published in Physical review research (31.12.2020)
Get full text
Journal Article
Neuro-Endoscopic Surgery for Multi-Lobular Chronic Subdural Hematoma
Ishikawa, Toshihito, Endo, Katsuhiro, Endo, Yuji, Sato, Naoki, Ohta, Mamoru
Published in Nō shinkei geka (01.08.2017)
Published in Nō shinkei geka (01.08.2017)
Get more information
Journal Article
Development of a New Neuro-Endoscope Cylinder for Safer Neuro-Endoscopic Surgery
Ishikawa, Toshihito, Endo, Katsuhiro, Endo, Yuji, Sato, Naoki, Ohta, Mamoru
Published in Nō shinkei geka (01.09.2016)
Published in Nō shinkei geka (01.09.2016)
Get more information
Journal Article
Efficient Monte Carlo Sampling for Molecular Systems Using Continuous Normalizing Flow
Endo, Katsuhiro, Yuhara, Daisuke, Yasuoka, Kenji
Published in Journal of chemical theory and computation (08.03.2022)
Published in Journal of chemical theory and computation (08.03.2022)
Get full text
Journal Article
Graph-Neural-Network-Based Unsupervised Learning of the Temporal Similarity of Structural Features Observed in Molecular Dynamics Simulations
Ishiai, Satoki, Yasuda, Ikki, Endo, Katsuhiro, Yasuoka, Kenji
Published in Journal of chemical theory and computation (23.01.2024)
Published in Journal of chemical theory and computation (23.01.2024)
Get full text
Journal Article
Prediction of Water Diffusion in Wide Varieties of Polymers with All-Atom Molecular Dynamics Simulations and Deep Generative Models
Kawada, Ryo, Endo, Katsuhiro, Yasuoka, Kenji, Kojima, Hidekazu, Matubayasi, Nobuyuki
Published in Journal of chemical information and modeling (09.01.2023)
Published in Journal of chemical information and modeling (09.01.2023)
Get full text
Journal Article