論文

• Kai Tang, Toshihiro Osaragi. Multi-Objective Distributionally Robust Optimization for Earthquake Shelter Planning Under Demand Uncertainties, GeoHazards 2024, Vol. 5, Issue 4, pp. 1308-1325, Dec. 2024.  公式リンク  
  
• Kai Tang, Toshihiro Osaragi. Multi-Objective Evcuation Planning Model Considering Post-Earthquake Fire Spread: A Tokyo Case Study, Sustainability 2024, MDPI, Volume 16, Issue 10, May 2024.  公式リンク  
  

国際会議発表 (査読なし・不明)

• Kai Tang, Toshihiro Osaragi. Modeling Bi-Objective Shelter Location-Allocation Problem with Distributionally Robust Joint Chance Constraints, 2022 KAGIS Fall Conference & International Symposium of IAG’I, International Session Ⅲ, No. 1, Nov. 2022.
• Kai Tang, Linzi Jin, Toshihiro Osaragi. Modeling Evacuation Decision of Tourists in Yangbi Earthquake, CEB-ASC 2022 the 15th International Conference on Environment-Behavior Studies, Session 1, No. 22, Nov. 2022.

国内会議発表 (査読なし・不明)

• Kai Tang, Toshihiro Osaragi. Shelter Allocation Model for Two-Phase Evacuation for Major Earthquake, Annual Meeting of the Geographic Information Systems Conference, Papers and Proceedings of the Geographic Information Systems Association, GIS Association of Japan, GISA, 防災1, F5-03, Oct. 2023.
• Kai Tang, Toshihiro Osaragi. A Comparison of Stochastic, Robust and Distributionally Robust Model for Earthquake Shelter Location-Allocation Problem, Annual Meeting of the Geographic Information Systems Conference, Papers and Proceedings of the Geographic Information Systems Association, GIS Association of Japan, Vol. B-O1, No. 4, Oct. 2022.

学位論文

• Multi-Objective Shelter Planning Under Earthquake-Induced Demand Uncertainty,  Thesis,  Doctor (Academic),  Institute of Science Tokyo,  2025/03/26, 
• Multi-Objective Shelter Planning Under Earthquake-Induced Demand Uncertainty,  Exam Summary,  Doctor (Academic),  Institute of Science Tokyo,  2025/03/26,   
• Multi-Objective Shelter Planning Under Earthquake-Induced Demand Uncertainty,  Summary,  Doctor (Academic),  Institute of Science Tokyo,  2025/03/26,   
• Multi-Objective Shelter Planning Under Earthquake-Induced Demand Uncertainty,  Outline,  Doctor (Academic),  Institute of Science Tokyo,  2025/03/26,   

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