Convolutional autoencoder latent-space modeling with climate-index–conditioned recurrent networks for assessing subseasonal potential forecast skill of the Baltic Sea heat contentHayatijozani, Ali; Barzandeh, Amirhossein; Maljutenko, Ilja; Raudsepp, UrmasEngineering applications of artificial intelligence2026 / art. 114807 https://doi.org/10.1016/j.engappai.2026.114807

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

A topological approach to enhancing consistency in machine learning via recurrent neural networksYatkin, Muhammed Adil; Kõrgesaar, Mihkel; Islak, UmitApplied sciences2025 / art. 933 https://doi.org/10.3390/app15020933 https://www.scopus.com/pages/publications/85215694420?origin=resultslist