Osaka University · Faculty of Engineering / Graduate School of Engineering

Research keywordsair quality modeling・PM2.5・WRF CMAQ・machine learning bias correction・ocean modeling・Monte Carlo simulation

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• EVALUATION OF SEASONAL IMPACTS OF RIVER INFLOW ON PHYSICAL FIELDS IN HARIMA NADA BY USING OCEAN MODEL2026 · International Journal of GEOMATE Vol. 30 No. 139 2026年3月27日 研究論文（学術雑誌）
• Source Apportionment of PM2.5 and Its Chemical Components in Hanoi, Vietnam: A Comparison of PMF and CMAQ-ISAM Approaches2026 · Environmental Advances Vol. 23 p. 100688-100688 2026年1月 研究論文（学術雑誌）
• MACHINE LEARNING BASED BIAS CORRECTION OF CMAQ USING EMISSION SOURCE DECOUPLED FEATURES IN THAILAND2026 · International Journal of GEOMATE Vol. 30 No. 139 2026年3月27日 研究論文（学術雑誌）
• Comprehensive source apportionment and sensitivity analyses of PM2.5 and its species over Thailand using the WRF-CMAQ model2026 · Environmental Advances Vol. 24 p. 100702-100702 2026年7月 研究論文（学術雑誌）

• データ同化法を用いた室内速度場・温度場・濃度場の高精度推定手法に関する研究

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