Published in Plasma and Fusion Research, 2021
Recommended citation: YOKOYAMA, Tatsuya, et al. "Likelihood Identification of High-Beta Disruption in JT-60U." Plasma and Fusion Research 16 (2021): 1402073. http://www.jspf.or.jp/PFR/PFR_articles/pfr2021/pfr2021_16-1402073.html
Published in Journal of Fusion Energy, 2021
Radiative collapse prediction in LHD using sparse modeling.
Recommended citation: Yokoyama, Tatsuya, et al. "Prediction of Radiative Collapse in Large Helical Device Using Feature Extraction by Exhaustive Search." Journal of Fusion Energy: 1-12(2021). https://rdcu.be/cc8Q9
Published in Plasma and Fusion Research, 2020
This is a proceedings paper of ITC29
Recommended citation: YOKOYAMA, Tatsuya, et al. "Data-Driven Approach on the Mechanism of Radiative Collapse in the Large Helical Device." Plasma and Fusion Research 16 (2021): 2402010. http://www.jspf.or.jp/PFR/PFR_articles/pfr2021/pfr2021_16-2402010.html
Published in Fusion Engineering and Design, 2019
High-beta disruption prediction with ES.
Recommended citation: YOKOYAMA, Tatsuya, et al. "Prediction of high-beta disruptions in JT-60U based on sparse modeling using exhaustive search." Fusion Engineering and Design 140 (2019): 67-80. https://www.sciencedirect.com/science/article/pii/S0920379619301462?via%3Dihub
Published in Plasma and Fusion Research, 2018
This is a proceedings paper of ITC26
Recommended citation: YOKOYAMA, Tatsuya, et al. "Disruption Prediction by Support Vector Machine and Neural Network with Exhaustive Search." Plasma and Fusion Research 13 (2018): 3405021-3405021. http://www.jspf.or.jp/PFR/PFR_articles/pfr2018/pfr2018_13-3405021.html