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Athanasios Kolios

Technical University of Denmark

SCHOLARLY PAPERS

5

DOWNLOADS

180

TOTAL CITATIONS

1

Scholarly Papers (5)

1.

Fatigue Crack Propagation and Life Prediction in Offshore Steel Jackets Using Multi-Fidelity Modeling and Machine Learning

Number of pages: 43 Posted: 24 Sep 2025
Technical University of Denmark, Technical University of Denmark, Technical University of Denmark, Technical University of Denmark and Technical University of Denmark
Downloads 63 (942,565)

Abstract:

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Stress intensity factor, fatigue, Steel jacket structures, machine learning, Multi-fidelity modeling

2.

Heuristic Particle Elimination Optimization (Hpeo) Algorithm for Efficient Structural Design

Number of pages: 41 Posted: 08 Oct 2024
afolarinwa oyegbile, Michael Muskulus and Athanasios Kolios
affiliation not provided to SSRN, affiliation not provided to SSRN and Technical University of Denmark
Downloads 45 (1,121,190)

Abstract:

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Discrete optimization, Structural optimization, Metaheuristic algorithms, Truss structures, Optimization algorithms, Structural Analysis

3.

Macroeconomic Impact on the Risk Management of Offshore Wind Farms

Number of pages: 24 Posted: 06 Mar 2023
Baran Yeter, Yordan Garbatov, Feargal Brennan and Athanasios Kolios
University of Strathclyde, University of Lisbon, University of Strathclyde and Technical University of Denmark
Downloads 43 (1,145,425)

Abstract:

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offshore wind, risk, cost of financing, life extension, decision-support, life-cycle management

4.

Data-Driven Surrogate Models for Real-Time Fatigue Monitoring of Chain Mooring Lines in Floating Wind Turbines

Number of pages: 26 Posted: 02 May 2026
affiliation not provided to SSRN, PEAK Wind, Technical University of Denmark and PEAK Wind
Downloads 15 (1,526,714)
Citation 1

Abstract:

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5.

State estimation and ML-aided fracture mechanics for fatigue assessment of offshore structures using sparse measurements

Number of pages: 52 Posted: 17 Jun 2026
Technical University of Denmark, Technical University of Denmark, Technical University of Denmark, Technical University of Denmark and Technical University of Denmark
Downloads 14

Abstract:

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fatigue, Kalman filter, State estimation, Stress intensity factors, Crack growth, Steel structures