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Roya Darabi

University of Porto

SCHOLARLY PAPERS

6

DOWNLOADS

561

TOTAL CITATIONS

2

Scholarly Papers (6)

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1.

Felino: A Modular Open-Access Software for High-Cycle Fatigue Simulation via Phase-Field Methods

Downloads 167 (456,852)
Citation 1

Felino: A Modular Open-Access Software for High-Cycle Fatigue Simulation via Phase-Field Methods

Number of pages: 18 Posted: 17 Jun 2025
Roya Darabi and Daniel T. Chou
University of Porto and Georgia Institute of Technology, Students
Downloads 119 (611,628)
Citation 1

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SOFTX-D-25-00374 Article Type: Original software publication Section/Category: Mathematical and Physical Sciences Multiphysics Object Oriented Simulation Environment (MOOSE), Felino, Phase Field Method, High-Cycle Fatigue

Felino: A Modular Open-Access Software for High-Cycle Fatigue Simulation Via Phase-Field Methods

Number of pages: 16 Posted: 13 Jun 2025
Daniel T. Chou and Roya Darabi
Georgia Institute of Technology, Students and University of Porto
Downloads 48 (1,119,531)

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Multiphysics Object Oriented Simulation Environment (MOOSE), Felino, Phase Field Method, High-Cycle Fatigue

2.

Computer Methods in Applied Mechanics and Engineering Felino: An Open-Source Phase-Field Framework for High-Cycle Thermo-Mechanical Fatigue Crack Nucleation and Growth

Computer Methods in Applied Mechanics and Engineering, Forthcoming
Number of pages: 43 Posted: 08 Jul 2025
Daniel T. Chou and Roya Darabi
Georgia Institute of Technology, Students and University of Porto
Downloads 131 (554,631)

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High-Cycle-Fatigue, Phase-field modeling, Crack-nucleation, Crack-propagation, Felino

3.

Jema-Sindyc: End-to-End Control Using Joint Embedding Multimodal Alignment in Directed Energy Deposition

Number of pages: 28 Posted: 08 Feb 2025
João Paulo Sousa, Benedikt Brandau, Rico Hemschik, Roya Darabi, Armando Jorge Miranda de Sousa, Luis Reis, Frank Brueckner and Ana Reis
affiliation not provided to SSRN, affiliation not provided to SSRN, Fraunhofer IWS, University of Porto, affiliation not provided to SSRN, affiliation not provided to SSRN, Lulea University of Technology (LTU) - Department of Engineering Sciences and Mathematics and affiliation not provided to SSRN
Downloads 115 (617,542)
Citation 1

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Artificial Intelligence, Control Systems, Offline Reinforcement Learning, Representation Learning, Explainability

4.

Offline Sindyc-Guided Reinforcement Learning: Developing an End-to-End Control System for Directed Energy Deposition

Number of pages: 24 Posted: 21 Mar 2025
João Paulo Sousa, Benedikt Brandau, Roya Darabi, Armando Jorge Miranda de Sousa, Luis Reis, Frank Brueckner and Ana Reis
affiliation not provided to SSRN, affiliation not provided to SSRN, University of Porto, affiliation not provided to SSRN, affiliation not provided to SSRN, Lulea University of Technology (LTU) - Department of Engineering Sciences and Mathematics and affiliation not provided to SSRN
Downloads 61 (951,658)

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Artificial intelligence, Deep learning, Close-loop Control, Additive manufacturing, Explainability

5.

Felino: An Open-Source Phase-Field Framework for High-Cycle Thermo-Mechanical Fatigue Crack Nucleation and Growth

Number of pages: 41 Posted: 01 Jul 2025
Daniel T. Chou and Roya Darabi
Georgia Institute of Technology, Students and University of Porto
Downloads 51 (1,063,489)

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High-Cycle-Fatigue, Phase-field modeling, Crack-nucleation, Crack-propagation, Felino

6.

Assessing the Role of Thermal Gradients in Abnormal Grain Growth of Tungsten UnderFusion-Relevant Conditions

Number of pages: 23 Posted: 20 Nov 2025
Narguess Nemati, Carl Emil Baad Busch, Lasse Haahr, Roya Darabi and Alessandro Lucantonio
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Porto and Aarhus University
Downloads 36 (1,236,159)

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Tungsten, Abnormal grain growth, Phase-field modeling, Thermal gradients, Fusion reactordivertor, High heat flux