Ahmad BahooToroody

Aalto University

Finland

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Articles (18)

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2026

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2025

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2025

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2024

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2024

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2023

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2023

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2022

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2022

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2022

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2022

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2022

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2021

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2021

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2021

Collaborators (7)

Jakub Montewka

Head of the Chair on Ship Design, associate professor

University of Gdańsk

POLAND

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Mario Tucci

University of Florence

ITALY

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Filippo De Carlo

Associate Professor

University of Florence

ITALY

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Victor Bolbot

Aalto University

FINLAND

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Bernt Leira

Norwegian University of Science and Technology

NORWAY

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Osiris Alejandro Valdez Banda

FINLAND

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Farshad BahooToroody

Newcastle University

AUSTRALIA

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Ahmad BahooToroody

Research Interests

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Articles (18)

Gaussian process latent variable model and Bayesian inference for non-parametric failure modeling applied to ship engine

Analyzing the dynamic domino effect in fuel truck parking lots

A systems-theoretic approach using association rule mining and predictive Bayesian trend analysis to identify patterns in maritime accident causes

Integrating physics-based simulations with gaussian processes for enhanced safety assessment of offshore installations

Machine learning and deep learning for safety applications: Investigating the intellectual structure and the temporal evolution

Research on risk, safety, and reliability of autonomous ships: A bibliometric review

Selecting cost-effective risk control option for advanced maritime operations; Integration of STPA-BN-Influence diagram

Failure diagnosis of a compressor subjected to surge events: a data-driven framework

Risk analysis methodology using STPA-based Bayesian network- applied to remote pilotage operation

Towards system-theoretic risk assessment for future ships: A framework for selecting Risk Control Options

A hierarchical Bayesian regression framework for enabling online reliability estimation and condition-based maintenance through accelerated testing

On reliability assessment of ship machinery system in different autonomy degree; A Bayesian-based approach

A decision-making framework for selecting an MBSE language–A case study to ship pilotage

Prognostic Health Management of Repairable Ship Systems through Different Autonomy Degree; from Current Condition to Fully Autonomous Ship

A probabilistic Model to Evaluate the Resilience of Unattended Machinery Plants in Autonomous Ships

Bayesian Estimation for Reliability Engineering: Addressing the Influence of Prior Choice

On risk-based maintenance: A comprehensive review of three approaches to track the impact of consequence modelling for predicting maintenance actions

A multinomial process tree for reliability assessment of machinery in autonomous ships

Collaborators (7)

Jakub Montewka

Mario Tucci

Filippo De Carlo

Victor Bolbot

Bernt Leira

Osiris Alejandro Valdez Banda

Farshad BahooToroody

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