Onur Ata

E-mail

onurata@metu.edu.tr

Department

Department of Mechanical Engineering

Physics-Informed Neural Networks for Heat Transfer and Fluid Flow problems Aygün, Atakan; Ata, Onur; Karakuş, Ali (2025-05-21) Physics-informed neural networks (PINN) have emerged as a viable alternative to the classicalnumerical methods while solving partial differential equations. Their ability to obtain the solutionwithout generating any mesh o...
Parallel Adaptive Mesh Refinement Algorithms on GPUs for Unstructured Grids Ata, Onur; Karakuş, Ali (2025-03-05) Adaptive mesh refinement (AMR) is a technique used to increase the spatial resolution of specific regions within the spatial domain of a simulation. It is useful in large-scale simulations to achieve a more computationally...

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