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Jakub Montewka

Jakub Montewka

D-Index & Metrics

Engineering and Technology

D-Index
43
Citations
6508
World Ranking
6249
National Ranking
42

Overview

Jakub Montewka is affiliated with Aalto University in Finland and specializes in engineering, with a focus on ocean and mechanical engineering as well as statistics, probability, and uncertainty.

Their research primarily addresses topics related to maritime navigation and safety, structural integrity and reliability analysis, and risk and safety analysis. Additional subjects covered include maritime ports and logistics, ship hydrodynamics and maneuverability, maritime transport emissions and efficiency, and maritime security and history.

Montewka has contributed to numerous publications across several prominent venues in their field. Frequent publication venues include:

  • Reliability Engineering & System Safety
  • Ocean Engineering
  • Safety Science
  • Accident Analysis & Prevention
  • Marine Structures

Some notable recent papers authored or co-authored by Montewka are:

  • A Big Data Analytics Method for the Evaluation of Ship - Ship Collision Risk reflecting Hydrometeorological Conditions, 2021, Reliability Engineering & System Safety
  • A framework to identify factors influencing navigational risk for Maritime Autonomous Surface Ships, 2020, Ocean Engineering
  • A bibliometric analysis and systematic review of shipboard Decision Support Systems for accident prevention, 2020, Safety Science
  • Orientation-aware ship detection via a rotation feature decoupling supported deep learning approach, 2023, Engineering Applications of Artificial Intelligence
  • Autonomous port management based AGV path planning and optimization via an ensemble reinforcement learning framework, 2024, Ocean & Coastal Management

Montewka frequently collaborates with several researchers including Mateusz Gil, Cunlong Fan, Krzysztof Wróbel, Di Zhang, and P. Krata, reflecting a network of scholarly interaction in the maritime and engineering domains.

Best Publications

  • Maritime transportation risk analysis: Review and analysis in light of some foundational issues

    Floris Goerlandt;Jakub Montewka

  • Towards the assessment of potential impact of unmanned vessels on maritime transportation safety

    Krzysztof Adam Wróbel;Jakub Montewka;Jakub Montewka;Pentti Kujala

  • Probability modelling of vessel collisions

    Jakub Montewka;Tomasz Hinz;Pentti Kujala;Jerzy Matusiak

  • A framework for risk assessment for maritime transportation systems—A case study for open sea collisions involving RoPax vessels

    Jakub Montewka;Sören Ehlers;Floris Goerlandt;Tomasz Hinz

  • A method for detecting possible near miss ship collisions from AIS data

    Weibin Zhang;Floris Goerlandt;Jakub Montewka;Jakub Montewka;Pentti Kujala

  • A framework for risk analysis of maritime transportation systems: A case study for oil spill from tankers in a ship–ship collision

    Floris Goerlandt;Jakub Montewka

  • A Big Data Analytics Method for the Evaluation of Ship - Ship Collision Risk reflecting Hydrometeorological Conditions

    Mingyang Zhang;Jakub Montewka;Teemu Manderbacka;Pentti Kujala

  • A framework to identify factors influencing navigational risk for Maritime Autonomous Surface Ships

    Cunlong Fan;Cunlong Fan;Krzysztof Wróbel;Jakub Montewka;Mateusz Gil

  • A Risk-Informed Ship Collision Alert System: Framework and Application

    Floris Goerlandt;Jakub Montewka;Vladimir Kuzmin;Pentti Kujala

  • Towards the development of a system-theoretic model for safety assessment of autonomous merchant vessels

    Krzysztof Wróbel;Jakub Montewka;Jakub Montewka;Pentti Kujala

  • An analysis of ship escort and convoy operations in ice conditions

    Floris Goerlandt;Jakub Montewka;Weibin Zhang;Pentti Kujala

  • System-theoretic approach to safety of remotely-controlled merchant vessel

    Krzysztof Wróbel;Jakub Montewka;Jakub Montewka;Pentti Kujala

  • Towards a probabilistic model for predicting ship besetting in ice in Arctic waters

    Shanshan Fu;Shanshan Fu;Di Zhang;Jakub Montewka;Jakub Montewka;Xinping Yan

  • Determination of collision criteria and causation factors appropriate to a model for estimating the probability of maritime accidents

    Jakub Montewka;Floris Goerlandt;Pentti Kujala

  • A risk analysis of winter navigation in Finnish sea areas.

    Osiris A. Valdez Banda;Floris Goerlandt;Jakub Montewka;Pentti Kujala

  • A bibliometric analysis and systematic review of shipboard Decision Support Systems for accident prevention

    Mateusz Gil;Krzysztof Wróbel;Jakub Montewka;Floris Goerlandt;Floris Goerlandt

  • Towards probabilistic models for the prediction of a ship performance in dynamic ice

    Jakub Montewka;Floris Goerlandt;Pentti Kujala;Mikko Lensu

  • Orientation-aware ship detection via a rotation feature decoupling supported deep learning approach

    Unknown

  • Usability of accident and incident reports for evidence-based risk modeling – A case study on ship grounding reports

    Arsham Mazaheri;Jakub Montewka;Jari Nisula;Pentti Kujala

  • On a systematic perspective on risk for formal safety assessment (FSA)

    Jakub Montewka;Floris Goerlandt;Pentti Kujala

  • Modeling the risk of ship grounding—a literature review from a risk management perspective

    Arsham Mazaheri;Jakub Montewka;Pentti Kujala

Frequent Co-Authors

Pentti Kujala
Pentti Kujala Aalto University
Floris Goerlandt
Floris Goerlandt Dalhousie University
Enrico Zio
Enrico Zio Polytechnic University of Milan
Xinping Yan
Xinping Yan Wuhan University of Technology

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