INOUE Takuya

Job title	Researcher / The 3rd Lab. / Department of Observation and Data Assimilation Research
E-mail
Personal	researchmap
Expertise	Meteorology, Numerical Weather Prediction Model, Post-Processing, Machine Learning
Degree	Bachelor of Science
Awards, committee members, etc.	Awards 2022 Japan Meteorological Agency Director-General Award (Group award) "Project Team for the Tokyo 2020 Olympic and Paralympic Games, Japan Meteorological Agency" Contributions to the safe and smooth organization of the Tokyo Olympic Games and Tokyo Paralympic Games by providing detailed weather forecast data. Journal of the Meteorological Society of Japan Editors' Highlight（doi: 10.2151/jmsj.2024-020, Graphical Abstract） Committee Memberships Secretariat of the Lecture Planning Committee of The Meteorological Society of Japan (2024/4-2026/5)
Publications	Inoue, T., and T. Kawabata, 2026: CNN-Based Surface Temperature Forecasts with Ensemble Numerical Weather Prediction. Monthly Weather Review, 154, 1527–1547, doi:10.1175/mwr-d-26-0003.1. Inoue, T., T. T. Sekiyama, and A. Kudo, 2024: Development of a temperature prediction method combining deep neural networks and a Kalman filter. Journal of the Meteorological Society of Japan, 102, 415-427, doi:10.2151/jmsj.2024-020.
Project	Research on Data Assimilation Technology and High-level Use of Observation Data Japan Society for the Promotion of Science (JSPS), KAKENHI Grants-in-Aid for Scientific Research (C) (2026-2028) "Advancing Heavy Rainfall Prediction with AI: Fusion of Physics-Based Numerical Weather Prediction and Generative AI" (Principal Investigator) Japan Society for the Promotion of Science (JSPS), KAKENHI Grants-in-Aid for Scientific Research (A) (2025-2029) "Use of AI in weather disaster prevention: Deepening task adaptability of foundation models" (Research Collaborator) Japan Society for the Promotion of Science (JSPS), KAKENHI Grants-in-Aid for Scientific Research (B) (2025-2030) "データ駆動型予測モデルが切り開く新しい台風予測技術の確立"」（Research Collaborator）