Use of one-dimensional CNN for input data size reduction in LSTM for improved computational efficiency and accuracy in hourly rainfall-runoff modeling.

Autor: Ishida K; International Research Organization for Advanced Science and Technology, Kumamoto University, 2-39-1 Kurokami, Kumamoto, 860-8555, Japan; Center for Water Cycle, Marine Environment, and Disaster Management, Kumamoto University, 2-39-1 Kurokami, Kumamoto, 860-8555, Japan. Electronic address: keiishida@kumamoto-u.ac.jp., Ercan A; Hydraulics Laboratory, Department of Civil Engineering, Middle East Technical University, Ankara, Turkiye. Electronic address: ercanali@metu.edu.tr., Nagasato T; Department of Urban Management, Kyoto University Graduate School of Engineering, Kyoto, Japan. Electronic address: nagasato.takeyoshi.72c@st.kyoto-u.ac.jp., Kiyama M; Faculty of Advanced Science and Technology, Kumamoto University, 2-39-1 Kurokami, Kumamoto, 860-8555, Japan. Electronic address: masato@cs.kumamoto-u.ac.jp., Amagasaki M; Faculty of Advanced Science and Technology, Kumamoto University, 2-39-1 Kurokami, Kumamoto, 860-8555, Japan. Electronic address: amagasaki@cs.kumamoto-u.ac.jp.

Publikováno v: Journal of environmental management [J Environ Manage] 2024 May; Vol. 359, pp. 120931. Date of Electronic Publication: 2024 Apr 27.

Effects of the spatial and temporal resolution of meteorological data on the accuracy of precipitation estimation by means of CNN.

Autor: Nagasato, T, Ishida, K, Yokoo, K, Kiyama, M, Amagasaki, M

Publikováno v: IOP Conference Series: Earth & Environmental Science; 10/19/2021, Vol. 851 Issue 1, p1-8, 8p

Comparison of three recurrent neural networks for rainfall-runoff modelling at a snow-dominated watershed.

Autor: Yokoo, K, Ishida, K, Nagasato, T, Ercan, A, Tu, T

Publikováno v: IOP Conference Series: Earth & Environmental Science; 10/19/2021, Vol. 851 Issue 1, p1-9, 9p

Optimization of SARS-CoV-2 Spike Protein Expression in the Silkworm and Induction of Efficient Protective Immunity by Inoculation With Alum Adjuvants.

Autor: Masuda A; Laboratory of Insect Genome Science, Graduate School of Bioresource and Bioenvironmental Sciences, Kyushu University, Fukuoka, Japan., Lee JM; Laboratory of Creative Science for Insect Industries, Graduate School of Bioresource and Bioenvironmental Sciences, Kyushu University, Fukuoka, Japan., Miyata T; Department of Biochemistry and Biotechnology, Faculty of Agriculture, Kagoshima University, Kagoshima, Japan., Mon H; Laboratory of Insect Genome Science, Graduate School of Bioresource and Bioenvironmental Sciences, Kyushu University, Fukuoka, Japan., Sato K; Department of Biochemistry and Biotechnology, Faculty of Agriculture, Kagoshima University, Kagoshima, Japan., Oyama K; Laboratory of Protein Structure, Function and Design, Faculty of Pharmaceutical Sciences, Kyushu University, Fukuoka, Japan., Sakurai Y; Department of Emerging Infectious Diseases, Institute of Tropical Medicine, Nagasaki University, Nagasaki, Japan.; National Research Center for the Control and Prevention of Infectious Diseases, Nagasaki University, Nagasaki, Japan., Yasuda J; Department of Emerging Infectious Diseases, Institute of Tropical Medicine, Nagasaki University, Nagasaki, Japan.; National Research Center for the Control and Prevention of Infectious Diseases, Nagasaki University, Nagasaki, Japan., Takahashi D; Laboratory of Protein Structure, Function and Design, Faculty of Pharmaceutical Sciences, Kyushu University, Fukuoka, Japan., Ueda T; Laboratory of Protein Structure, Function and Design, Faculty of Pharmaceutical Sciences, Kyushu University, Fukuoka, Japan., Kato Y; Graduate School of Pharmaceutical Sciences, Kyushu University, Fukuoka, Japan., Nishida M; Graduate School of Pharmaceutical Sciences, Kyushu University, Fukuoka, Japan., Karasaki N; Laboratory of Insect Genome Science, Graduate School of Bioresource and Bioenvironmental Sciences, Kyushu University, Fukuoka, Japan., Kakino K; Laboratory of Insect Genome Science, Graduate School of Bioresource and Bioenvironmental Sciences, Kyushu University, Fukuoka, Japan., Ebihara T; Laboratory of Insect Genome Science, Graduate School of Bioresource and Bioenvironmental Sciences, Kyushu University, Fukuoka, Japan., Nagasato T; Laboratory of Insect Genome Science, Graduate School of Bioresource and Bioenvironmental Sciences, Kyushu University, Fukuoka, Japan., Hino M; Laboratory of Sanitary Entomology, Graduate School of Bioresource and Bioenvironmental Sciences, Kyushu University, Fukuoka, Japan., Nakashima A; The Research and Development Department, Euglena Co., Ltd, Tokyo, Japan., Suzuki K; The Research and Development Department, Euglena Co., Ltd, Tokyo, Japan., Tonooka Y; Laboratory of Insect Genome Science, Graduate School of Bioresource and Bioenvironmental Sciences, Kyushu University, Fukuoka, Japan., Tanaka M; Laboratory of Insect Genome Science, Graduate School of Bioresource and Bioenvironmental Sciences, Kyushu University, Fukuoka, Japan., Moriyama T; Laboratory of Insect Genome Science, Graduate School of Bioresource and Bioenvironmental Sciences, Kyushu University, Fukuoka, Japan., Nakatake H; The Production Department, KAICO Ltd, Fukuoka, Japan., Fujita R; Laboratory of Sanitary Entomology, Graduate School of Bioresource and Bioenvironmental Sciences, Kyushu University, Fukuoka, Japan., Kusakabe T; Laboratory of Insect Genome Science, Graduate School of Bioresource and Bioenvironmental Sciences, Kyushu University, Fukuoka, Japan.

Publikováno v: Frontiers in immunology [Front Immunol] 2022 Jan 12; Vol. 12, pp. 803647. Date of Electronic Publication: 2022 Jan 12 (Print Publication: 2021).

Cardiovascular risk factors are associated with augmented thrombogenicity in healthy individuals: analysis using the Total Thrombus-formation Analysis System.

Autor: Oda Y; Department of Systems Biology in Thromboregulation, Kagoshima University Graduate School of Medical and Dental Sciences, Kagoshima, Japan., Ito T; Department of Systems Biology in Thromboregulation, Kagoshima University Graduate School of Medical and Dental Sciences, Kagoshima, Japan. tito@kumamoto-u.ac.jp.; Department of Biomedical Laboratory Sciences, Faculty of Life Sciences, Kumamoto University, 4-24-1 Kuhonji, Kumamoto, 862-0976, Japan. tito@kumamoto-u.ac.jp., Yamada Y; PPD-SNBL K.K., Kagoshima, Japan., Koga T; Clinical Study Support, Inc., Nagoya, Japan., Nagasato T; Department of Systems Biology in Thromboregulation, Kagoshima University Graduate School of Medical and Dental Sciences, Kagoshima, Japan.; Research Institute, Fujimori Kogyo Co., Ltd., Yokohama, Japan., Ohnishi-Wada T; Research Institute, Fujimori Kogyo Co., Ltd., Yokohama, Japan., Hosokawa K; Department of Systems Biology in Thromboregulation, Kagoshima University Graduate School of Medical and Dental Sciences, Kagoshima, Japan.; Research Institute, Fujimori Kogyo Co., Ltd., Yokohama, Japan., Fukase H; Clinical Research Hospital, Tokyo, Japan., Hashiguchi T; Department of Laboratory and Vascular Medicine, Kagoshima University Graduate School of Medical and Dental Sciences, Kagoshima, Japan., Maruyama I; Department of Systems Biology in Thromboregulation, Kagoshima University Graduate School of Medical and Dental Sciences, Kagoshima, Japan.

Publikováno v: Thrombosis journal [Thromb J] 2021 Nov 17; Vol. 19 (1), pp. 88. Date of Electronic Publication: 2021 Nov 17.