Research theme for competitive and other funds (1)：
2016 - 2019 Multidimensional Magic Lens for Visualisation of Air Dose Rate
Papers (31)：
Akiyuki Seki, Masanori Yoshikawa, Ryota Nishinomiya, Shoichiro Okita, Shigeru Takaya, Xing Yan. Development of a Surrogate System of a Plant Dynamics Simulation Model and an Abnormal Situation Identification System for Nuclear Power Plants Using Deep Neural Networks. Nuclear Technology. 2024. 210. 6. 1003-1014
Shigeru TAKAYA, Akiyuki SEKI, Masanori YOSHIKAWA, Naoto SASAKI, Xing YAN. Proposal of a novel AI-based plant operator support system for the safety of nuclear power plants. Mechanical Engineering Journal. 2024. 11. 2. 23-00408
Masaaki TANAKA, Yasuhiro ENUMA, Yasushi OKANO, Akihiro UCHIBORI, Kenji YOKOYAMA, Akiyuki SEKI, Takashi WAKAI, Tai ASAYAMA. Development of element functions and design optimization procedures for knowledge- and AI-aided advanced reactor lifecycle optimization method, ARKADIA. Mechanical Engineering Journal. 2024. 11. 2. 23-00424
Feiyan Dong, Shi Chen, Kazuyuki Demachi, Masanori Yoshikawa, Akiyuki Seki, Shigeru Takaya. Attention-based time series analysis for data-driven anomaly detection in nuclear power plants. Nuclear Engineering and Design. 2023. 404. 112161-112161
Hiroyuki Ohshima, Tai Asayama, Tomohiro Furukawa, Masaaki Tanaka, Akihiro Uchibori, Takashi Takata, Akiyuki Seki, Yasuhiro Enuma. ARKADIA-For the Innovation of Advanced Nuclear Reactor Design. Journal of Nuclear Engineering and Radiation Science. 2022. 9. 2
Saito, Hiroshi, Nozawa, Takashi, Takemiya, Hiroshi, Seki, Akiyuki, Matsubara, Takeshi, Saito, Kimiaki, Kitamura, Akihiro. Comprehensive evaluation system for environmental remediation of Fukushima; Toward integration of three components as a whole system. JAEA-Review 2017-040. 2018. 1-34
Tsuda, Shuichi, Yoshida, Tadayoshi, Ando, Masaki, Matsuda, Norihiro, Mikami, Satoshi, Tanigaki, Minoru, Okumura, Ryo, Takamiya, Koichi, Sato, Nobuhiro, Seki, Akiyuki, et al. Measurements and evaluations of air dose rates around Fukushima, 4; Practical aspects of air dose rate measurements in the environment. Radioisotopes. 2015. 64. 4. 275-289
Tsuda, Shuichi, Yoshida, Tadayoshi, Nakahara, Yukio, Sato, Tetsuro, Seki, Akiyuki, Matsuda, Norihiro, Ando, Masaki, Takemiya, Hiroshi, Tanigaki, Minoru, Takamiya, Koichi, et al. Construction of a car-borne survey system for measurement of dose rates in air; KURAMA-II, and its application. JAEA-Technology 2013-037. 2013. 2013-037. 1-54
Bayesian hierarchical methods for spatiotemporal integration of radiation air dose rates
(日本原子力学会2020年秋の大会)
Investigation on distribution of radioactive substances in Fukushima, 6; Integration of air dose rate data measured by different observation methods
(日本原子力学会2019年秋の大会 2019)
Optimizing long-term monitoring of radiation air dose rates near the Fukushima Daiichi Nuclear Power Plant
(日本原子力学会2019年秋の大会 2019)
Investigation on distribution of radioactive substances in Fukushima, 16; Temporal integration of the data obtained by monitoring posts in Fukushima prefecture
(日本原子力学会2019年秋の大会 2019)
Temporal integration of the environmental monitoring results in Fukushima prefecture
(日本原子力学会2019年春の年会 2019)
