Takuma Otsuka - Publications, H-index & Citations

Takuma Otsuka

Kyoto University

13H指数

71论文数

792被引数

收录论文 7

发表时间

Bayesian optimization with experimental failure for high-throughput materials growth (vol 8, 206, 2022)

NPJ COMPUTATIONAL MATERIALS

IF11.9

2022-09-22

OAAI

Wakabayashi, Yuki K.; Otsuka, Takuma; Krockenberger, Yoshiharu; Sawada, Hiroshi; Taniyasu, Yoshitaka; Yamamoto, Hideki

Bayesian optimization with experimental failure for high-throughput materials growth 具有高通量材料生长实验失败的贝叶斯优化

NPJ COMPUTATIONAL MATERIALS

IF11.9

2022-08-23

OAAI

Wakabayashi, Yuki K.; Otsuka, Takuma; Krockenberger, Yoshiharu; Sawada, Hiroshi; Taniyasu, Yoshitaka; Yamamoto, Hideki

Weak approximation of transformed stochastic gradient MCMC

MACHINE LEARNING

IF2.9

2020-09-04

OAAI

Yokoi, Soma; Otsuka, Takuma; Sato, Issei

Machine-learning-assisted thin-film growth: Bayesian optimization in molecular beam epitaxy of SrRuO3 thin films

APL MATERIALS

IF4.5

2019-10-16

OAAI

Wakabayashi, Yuki K.; Otsuka, Takuma; Krockenberger, Yoshiharu; Sawada, Hiroshi; Taniyasu, Yoshitaka; Yamamoto, Hideki

Multichannel Sound Source Dereverberation and Separation for Arbitrary Number of Sources Based on Bayesian Nonparametrics

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2014-12-01

PREAI

Otsuka, Takuma; Ishiguro, Katsuhiko; Yoshioka, Takuya; Sawada, Hiroshi; Okuno, Hiroshi G.

Bayesian Nonparametrics for Microphone Array Processing

IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING

IF5.1

2014-02-01

OAAI

Otsuka, Takuma; Ishiguro, Katsuhiko; Sawada, Hiroshi; Okuno, Hiroshi G.

Spatio-Temporal Dynamics in Collective Frog Choruses Examined by Mathematical Modeling and Field Observations

SCIENTIFIC REPORTS

IF3.9

2014-01-27

OAAI

Aihara, Ikkyu; Mizumoto, Takeshi; Otsuka, Takuma; Awano, Hiromitsu; Nagira, Kohei; Okuno, Hiroshi G.; Aihara, Kazuyuki

研究方向