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Exploring various sequential learning methods for deformation history modelingYatkin, Muhammed Adil; Kõrgesaar, Mihkel; Romanoff, Jani; Stuckner, Joshua; Islak, Umit; Kurban, HasanEngineering Applications of Neural Networks : 26th International Conference, EANN 2025, Limassol, Cyprus, June 26–29, 2025, Proceedings ; Part I2025 / p. 168-180 https://doi.org/10.1007/978-3-031-96196-0_13 Conference proceedings at Scopus Article at Scopus Article at WOS

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Fracture estimation based on deformation history with recurrent neural networksYatkin, Muhammed Adil; Kõrgesaar, Mihkel2023 International Conference on Machine Learning and Applications (ICMLA) : proceedings2023 / p. 1025-1030 https://doi.org/10.1109/ICMLA58977.2023.00152

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Machine learning based computational models for increased accuracy and enabling digital twinsKõrgesaar, Mihkel; Yatkin, Muhammed AdilProceedings of ASME 2025 : 44th International Conference on Ocean, Offshore andArctic Engineering (OMAE2025) ; vol. 7 Proceedings of the International Conference on Offshore Mechanics and Arctic Engineering - OMAE 20252025 / art. V007T14A014 https://doi.org/10.1115/OMAE2025-157406 Conference proceeding at Scopus Article at Scopus Article at WOS

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