Papers & talks

A High-Order Arbitrary Lagrangian-Eulerian Discontinuous Galerkin Method for the Boltzmann Equation in Nearly Incompressible Flows

Aygun A., Ata O., Warburton T., Karakus A.

arXiv preprint

arXiv

Hybrid ROM-PINN Framework for Closure Modeling in Convection-Dominated Systems

Kaya F., Koc B., Aygun A., Ata O., Karakus A.

arXiv preprint

arXiv

Implicit Large Eddy Simulation of Nearly Incompressible Flows with a Discontinuous Galerkin-Boltzmann Formulation

Ata O., Aygun A., Warburton T., Karakus A.

Physics of Fluids, 38(5), 055134

PublisherarXiv

Physics-Informed Neural Networks for Weakly Compressible Flows Using Galerkin-Boltzmann Formulation

Aygun A., Karakus A.

Physics of Fluids, 36(11), 117125

PublisherarXiv

Physics-Informed Neural Networks for Mesh Deformation Problems with Exact Boundary Enforcement

Aygun A., Maulik R., Karakus A.

Engineering Applications of Artificial Intelligence, 125, 106660

PublisherarXiv

Physics-Informed Neural Networks for Two Dimensional Incompressible Thermal Convection Problems

Aygun A., Karakus A.

Journal of Thermal Science and Technology, 42(2), 221–232

PublisherarXiv

GPU Accelerated Discontinuous Galerkin Solutions of Galerkin-Boltzmann Formulations for Nearly Incompressible Flows on Moving Meshes

Aygun A., Ata O., Karakus A.

SIAM Conference on Parallel Processing for Scientific Computing (PP26) · Berlin, Germany

Physics-Informed Neural Networks for Heat Transfer and Fluid Flow Problems

Aygun A., Ata O., Karakus A.

15th International Conference on Computational Heat and Mass Transfer · Antalya, Turkey

Discontinuous Galerkin Solutions of Moving Boundary Problems Using Arbitrary Lagrangian-Eulerian Method on GPUs

Aygun A., Karakus A.

SIAM Conference on Computational Science and Engineering (CSE25) · Fort Worth, Texas, USA

Remin: A Physics-Informed Neural Network Framework and Its Application to Thermal Convection Problems

Tasdelen A.S., Aygun A., Karakus A.

24th Congress on Thermal Science and Technology · Ankara, Turkey

Physics-Informed Neural Networks for Mesh Deformation Problems with Exact Boundary Enforcement

Aygun A., Karakus A.

SIAM Conference on Computational Science and Engineering (CSE23) · Amsterdam, The Netherlands

Physics-Informed Neural Networks to Solve 1D Euler Equations

Aygun A., Karakus A.

National Conference of Aerospace · Izmir, Turkey (virtual)

Physics-Informed Neural Networks for Computational Fluid Dynamics

Aygun A.

MSc thesis, Middle East Technical University

Thesis