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2021 年度 実績報告書

Development of an HPC enhanced system for finding fine-grained lifeline recovery plans and evaluating their long term economic performance

研究課題

研究課題/領域番号 18H01675
研究機関東京大学

研究代表者

Maddegedar a.L.  東京大学, 地震研究所, 准教授 (20426290)

研究期間 (年度) 2018-04-01 – 2022-03-31
キーワードAgent based simulations / economy / disaster / validation / seamless simulations
研究実績の概要

Major achievements in this fiscal year are the validation of the developed the developed HPC-enhanced Agent Based Economic Model (ABEM), and the seamless simulation of a large-scale earthquake disaster and the economic progress following the disaster. Analyzing the aggregated data available at government portals, such as e-Stat, The Bank of Japan, Research Institute of Economy Trade and Industry, we identified the necessary parameters to initialize economic entities in an one-to-one scale model of Japanese economy consisting of nearly 130 million agents. Initializing the model with the state of 2015, we simulated the quarterly progress of the Japanese economy for the next 4 years. Good agreement between the macro-economic indices (e.g. GDP, GVA, etc.) from simulation and real-world demonstrated that the developed model can simulate the Japanese economy to a reasonable degree of confidence. Further, utilizing the data available at Research Institute of Economy Trade and Industry, we were able to reproduce industry level economic indices to a reasonable accuracy, especially for industries with more than 3 trillion Yen output. Using the integrated system, a)we simulated the seismic-response of nearly 2 million buildings in Osaka and and Kobe area subjected to Nankai Trough Giant Earthquake Model provided by the Cabinet office, b)estimated the damage-level, recovery period, etc., of each building, and c) simulated the progress of the economy after the simulated disaster.

現在までの達成度 (段落)

令和3年度が最終年度であるため、記入しない。

今後の研究の推進方策

令和3年度が最終年度であるため、記入しない。

  • 研究成果

    (5件)

すべて 2021

すべて 雑誌論文 (2件) (うち国際共著 2件、 査読あり 1件) 学会発表 (3件) (うち国際学会 3件)

  • [雑誌論文] Seamless Simulations of Earthquake Disasters and Economy at 1:1 scale Utilizing Big-data2021

    • 著者名/発表者名
      Gill Amit、Lalith Maddegedara、Ogawa Yoshiki、O-tani Hideyuki、Ichimura Tsuyoshi、Fujita Kohei、Gatti Filippo、Hori Muneo
    • 雑誌名

      IEEE/WIC/ACM International Conference on Web Intelligence

      巻: - ページ: 101-108

    • DOI

      10.1145/3498851.3498937

    • 査読あり / 国際共著
  • [雑誌論文] Development of High-performance Computing Extension for an Agent Based Economic Model for Fine-grained Post-disaster Economy Simulations2021

    • 著者名/発表者名
      Amit Gill, Maddegedara Lalith, Sebastian Poledna, Muneo Hori, Tsuyoshi Ichimura, Kohei Fujita
    • 雑誌名

      Proceedings of the 17th World Conference on Earthquake Engineering

      巻: 17 ページ: -

    • 国際共著
  • [学会発表] Seamless Simulations of Earthquake Disasters and Economy at 1:1 Scale Utilizing Big-data2021

    • 著者名/発表者名
      Amit Gill, Maddegedara Lalith, Hideyuki O-tani, Muneo Hori, Yoshiki Ogawa, Filippo Gatti
    • 学会等名
      The 2021 IEEE / WIC / ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology
    • 国際学会
  • [学会発表] A Scalable High-Performance Computing Implementation of Macroeconomic Agent-Based Models2021

    • 著者名/発表者名
      Amit Gill, Madeggedara Lalith, Sebastian Poledna, Muneo Hori
    • 学会等名
      5th Workshop on Economics with Heterogeneous Interacting Agents 2021
    • 国際学会
  • [学会発表] Development of High-performance Computing Extension for an Agent Based Economic Model for Fine-grained Post-disaster Economy Simulations2021

    • 著者名/発表者名
      Amit Gill, Maddegedara Lalith, Sebastian Poledna, Muneo Hori, Tsuyoshi Ichimura, Kohei Fujita
    • 学会等名
      The 17th World Conference on Earthquake Engineering
    • 国際学会

URL: 

公開日: 2022-12-28  

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