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A discretization-free deep neural network-based approach for advection-dispersion-reaction mechanisms
Tuna, Hande Uslu; Sari, Murat; Cosgun, Tahir (Iop Publishing Ltd, 2024)This study aims to provide insights into new areas of artificial intelligence approaches by examining how these techniques can be applied to predict behaviours for difficult physical processes represented by partial ... -
Unveiling advection-dominated interactions: Efficacy of neural networks in natural systems modelling
Tuna, Hande Uslu; Sari, Murat; Cosgun, Tahir (Taylor & Francis Inc, 2024)Studying the interactions between advection and dispersion in natural systems, especially in cases where advection predominates, are important because it is necessary to accurately model physical phenomena in domains like ...