EU Missions 1 & 4 - Brokerage event and workshop

11–13 Jun 2025 | Ljubljana, Slovenia

Amir Garmabaki

Associate Prof.

Luleå University of Technology

Luleå, Sweden

22 profile visits

Expert in Climate adaptation, Climate change mitigation and Circular Economy (CE), for transport infrastructure network.

My organisation

WWW.LTU.SE Brief information I am an Associate Professor at the Division of Operation and Maintenance Engineering at Luleå University of Technology (LTU), where I lead various research activities, including Climate adaptation, Climate change mitigation and Circular Economy (CE), for transport infrastructure network. My academic contributions are centered on optimization theory, statistical modelling techniques, machine learning (ML), RAMS engineering, climate adaptation tools, circularity in transport system, and digital transformation. My last 8 years' research profile is dedicated more toward solving challenges related to transport systems utilizing various tools including statistical and machine learning, optimization toolkits, etc. For instance, one of my most impactful contributions has been in the AdaptUrbanRail project, where I led the development of ML tools to distinguish between climatic and non climatic railway asset failure based on various related parameters. Climate Change Nature Journal selected our paper as a pioneering research breakthrough, showcasing the innovative use of AI/ML in climate adaptation for critical infrastructure. The developed methodology can be customized to various critical infrastructure assets and support infrastructure managers to improve network resiliency.
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About me

I am leading and working on various research activities, including Climate adaptation, Climate change mitigation and Circular Economy (CE), for transport infrastructure network. My academic contributions are centered on optimization theory, statistical modelling techniques, machine learning (ML), RAMS engineering, climate adaptation tools, circularity in transport system, and digital transformation. My last 8 years' research profile is dedicated more toward solving challenges related to transport systems utilizing various tools including statistical and machine learning, optimization toolkits, etc. For instance, one of my most impactful contributions has been in the AdaptUrbanRail project, where I led the development of ML tools to distinguish between climatic and non climatic railway asset failure based on various related parameters. Climate Change Nature Journal selected our paper as a pioneering research breakthrough, showcasing the innovative use of AI/ML in climate adaptation for critical infrastructure. The developed methodology can be customized to various critical infrastructure assets and support infrastructure managers to improve network resiliency.

www.ltu.se/circularail

www.ltu.se/NRPCES

www.ltu.se/adaptRail

Amir Garmabaki, Associate Professor, 0920-493429, 3429 | Luleå tekniska universitet | Luleå tekniska universitet

Social media

Marketplace (2)

  • Project cooperation

    Climate-Resilience Transport and Urban Built Environment

    Luleå University of Technology is actively looking to join a consortium with research institutions and other public authorities.

    • HORIZON-MISS-2025-04-CIT-02: Innovative, AI-based solutions for urban planning and management
    • HORIZON-MISS-2025-CLIMA-01-01: Supporting regions and local authorities in assessing climate risk
    • HORIZON-MISS-2025-CLIMA-01-03: Demonstrating solutions to help hotspots in coastal regions to adapt to climate change
    • HORIZON-MISS-2025-04-CIT-01: Coupling circularity and climate mitigation in industrial sites and their cities and regions
    • HORIZON-MISS-2025-CLIMA-01-02: Supporting regions and local authorities in developing local Action Plans towards climate resilience
    • HORIZON-MISS-2025-CLIMA-01-05: Testing and demonstration innovative solutions to improve resilience to extreme heat, including addressing health impacts
    • HORIZON-MISS-2025-04-CIT-03: Boosting the transformation towards climate- neutral cities, the net-zero economy and open strategic autonomy through Pre-Commercial Procurement (PCP)
    Author

    Amir Garmabaki

    Associate Prof. at Luleå University of Technology

    Luleå, Sweden

  • Project cooperation

    Climate-Resilience Transport and Urban Built Environment

    Luleå University of Technology is actively looking to join a consortium with research institutions and other public authorities.

    • HORIZON-MISS-2025-04-CIT-02: Innovative, AI-based solutions for urban planning and management
    • HORIZON-MISS-2025-CLIMA-01-01: Supporting regions and local authorities in assessing climate risk
    • HORIZON-MISS-2025-CLIMA-01-03: Demonstrating solutions to help hotspots in coastal regions to adapt to climate change
    • HORIZON-MISS-2025-04-CIT-01: Coupling circularity and climate mitigation in industrial sites and their cities and regions
    • HORIZON-MISS-2025-CLIMA-01-02: Supporting regions and local authorities in developing local Action Plans towards climate resilience
    • HORIZON-MISS-2025-CLIMA-01-05: Testing and demonstration innovative solutions to improve resilience to extreme heat, including addressing health impacts
    • HORIZON-MISS-2025-04-CIT-03: Boosting the transformation towards climate- neutral cities, the net-zero economy and open strategic autonomy through Pre-Commercial Procurement (PCP)
    Author

    Amir Garmabaki

    Associate Prof. at Luleå University of Technology

    Luleå, Sweden