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

Research Project

Project/Area Number 18H01675
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Review Section Basic Section 25030:Disaster prevention engineering-related
Research InstitutionThe University of Tokyo

Principal Investigator

Maddegedara Lalith  東京大学, 地震研究所, 准教授 (20426290)

Project Period (FY) 2018-04-01 – 2022-03-31
Project Status Completed (Fiscal Year 2021)
Budget Amount *help
¥5,460,000 (Direct Cost: ¥4,200,000、Indirect Cost: ¥1,260,000)
Fiscal Year 2021: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2020: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2019: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2018: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywordsdisaster recovery / economic perfoamrnce / agent-based modeling / HPC / Agent based simulations / economy / disaster / validation / seamless simulations / post-disaster economy / integrated simulations / economic simulations / agent based model / earthquake disaster / big-data / machine learning / economic simulation / 1:1 scale model / agent based modeling / natural disasters / Agent based economics / Agent based simulations / optimal recovery plans / large scale simulations
Outline of Final Research Achievements

We developed a high performance software to simulate the national economy in 1:1-scale and integrated it with a large scale earthquake disaster simulator to comprehensively estimate the long-term economic performance of given recovery plans. Analyzing data from government sources, such as e-Stat, we identified the parameters to simulate the Japanese economy in 1:1 scale; i.e., consisting of 127 million economic entities. Starting with the conditions of 2015, we simulated the Japanese economy until the end of 2019. Good agreement of the simulation results with the observed records demonstrated that the developed model can simulate the Japanese economy to a reasonable degree. We integrated the economic simulator with an earthquake disaster simulator to seamlessly simulate an earthquake disaster in a large urban area, evaluate the degree of the damage, repair cost, recovery period, etc. of each building, and evaluate the long economic performance of potential recovery plans.

Academic Significance and Societal Importance of the Research Achievements

開発されたソフトウェアは、災害対策を立案する際、復興計画の長期的な経済パフォーマンスを総合的に評価することを可能にし、南海・東南海地震のような差し迫った大規模災害からの社会・経済復興の加速が期待できます。なお、開発したコードは、ハイパフォーマンス・コンピューティングを利用して大規模経済を1:1スケールでシミュレーションできる唯一のものです。

Report

(5 results)
  • 2021 Annual Research Report   Final Research Report ( PDF )
  • 2020 Annual Research Report
  • 2019 Annual Research Report
  • 2018 Annual Research Report
  • Research Products

    (13 results)

All 2021 2020 2019 2018

All Journal Article (4 results) (of which Int'l Joint Research: 4 results,  Peer Reviewed: 2 results,  Open Access: 1 results) Presentation (9 results) (of which Int'l Joint Research: 9 results)

  • [Journal Article] Seamless Simulations of Earthquake Disasters and Economy at 1:1 scale Utilizing Big-data2021

    • Author(s)
      Gill Amit、Lalith Maddegedara、Ogawa Yoshiki、O-tani Hideyuki、Ichimura Tsuyoshi、Fujita Kohei、Gatti Filippo、Hori Muneo
    • Journal Title

      IEEE/WIC/ACM International Conference on Web Intelligence

      Volume: - Pages: 101-108

    • DOI

      10.1145/3498851.3498937

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Development of High-performance Computing Extension for an Agent Based Economic Model for Fine-grained Post-disaster Economy Simulations2021

    • Author(s)
      Amit Gill, Maddegedara Lalith, Sebastian Poledna, Muneo Hori, Tsuyoshi Ichimura, Kohei Fujita
    • Journal Title

      Proceedings of the 17th World Conference on Earthquake Engineering

      Volume: 17

    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Journal Article] Development of High-performance Computing Extension for an Agent Based Economic Model for Fine-grained Post-disaster Economy Simulations2020

    • Author(s)
      Amit Gill, Maddegedara Lalith, Sebastian Poledna, Muneo Hori, Tsuyoshi Ichimura, Kohei Fujita
    • Journal Title

      Proceedings of the 17th World Conference on Earthquake Engineering

      Volume: -

    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Journal Article] Distributed Memory Parallel Implementation of Agent-Based Economic Models2019

    • Author(s)
      Maddegedara Lalith, Amit Gill, Sebastian Poledna, Muneo Hori, Inoue Hikaru, Noda Tomoyuki, Toda Koyo, Tsuyoshi Ichimura
    • Journal Title

      Lecture Notes in Computer Science

      Volume: 11537 Pages: 419-433

    • DOI

      10.1007/978-3-030-22741-8_30

    • ISBN
      9783030227401, 9783030227418
    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Presentation] Seamless Simulations of Earthquake Disasters and Economy at 1:1 Scale Utilizing Big-data2021

    • Author(s)
      Amit Gill, Maddegedara Lalith, Hideyuki O-tani, Muneo Hori, Yoshiki Ogawa, Filippo Gatti
    • Organizer
      The 2021 IEEE / WIC / ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A Scalable High-Performance Computing Implementation of Macroeconomic Agent-Based Models2021

    • Author(s)
      Amit Gill, Madeggedara Lalith, Sebastian Poledna, Muneo Hori
    • Organizer
      5th Workshop on Economics with Heterogeneous Interacting Agents 2021
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Development of High-performance Computing Extension for an Agent Based Economic Model for Fine-grained Post-disaster Economy Simulations2021

    • Author(s)
      Amit Gill, Maddegedara Lalith, Sebastian Poledna, Muneo Hori, Tsuyoshi Ichimura, Kohei Fujita
    • Organizer
      The 17th World Conference on Earthquake Engineering
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Development of High-performance Computing Extension for an Agent Based Economic Model for Fine-grained Post-disaster Economy Simulations2020

    • Author(s)
      Amit Gill, Maddegedara Lalith, Sebastian Poledna, Muneo Hori, Tsuyoshi Ichimura, Kohei Fujita
    • Organizer
      The 17th World Conference on Earthquake Engineering
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Unification of Integrated Earthquake Simulator and Agent Based Economic Model to Estimate Economic Impacts of an Earthquake Disaster2020

    • Author(s)
      Amit Gill, Maddegedara Lalith, Sebastian Poledna, Muneo Hori, Yoshiki Ogawa, Yuki Akiyama, Yoshihide Sekimoto
    • Organizer
      Computational Engineering and Science for Safety and Environmental Problems
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Distributed Memory Parallel Implementation of Agent-Based Economic Models2019

    • Author(s)
      Maddegedara Lalith, Amit Gill, Sebastian Poledna, Muneo Hori, Inoue Hikaru, Noda Tomoyuki, Toda Koyo, Tsuyoshi Ichimura
    • Organizer
      International Conference on Computational Science
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] High Performance Computing Enhancement of Agent-based Economic Models2019

    • Author(s)
      Amit Gill, Maddegedara Lalith,Sebastian Poledna, Muneo Hori
    • Organizer
      Computing in Economics and Finance
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Application of Symplectic Hamiltonian Formalism to Dynamic Crack Propagation Simulation2018

    • Author(s)
      Lionel Quaranta, Maddegedara Lalith, Tomoo Okinaka and Muneo Hori
    • Organizer
      Australian Association for Computational Mechanics
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Development and Application of a Strain-based Formulation of PDS-FEM to the Simulation of Dynamic Crack Propagation2018

    • Author(s)
      Lionel Quaranta, Maddegedara Lalith, Tomoo Okinaka and Muneo Hori
    • Organizer
      WCCM 2018
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research

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Published: 2018-04-23   Modified: 2023-01-30  

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