Publications & Works

Publication Network
Articles 3
All (3)
SCI-E, SSCI, AHCI (3)
SCI-E, SSCI, AHCI, ESCI (3)
Scopus (3)
TRDizin (1)

1. Physics-informed neural networks for weakly compressible flows using Galerkin-Boltzmann formulation

AYGÜN A., KARAKUŞ A.
Physics of Fluids , vol.36, no.11, 2024 (SCI-Expanded, Scopus) Creative Commons License identifier identifier

2. Physics-informed neural networks for mesh deformation with exact boundary enforcement

AYGÜN A., Maulik R., KARAKUŞ A.
Engineering Applications of Artificial Intelligence , vol.125, 2023 (SCI-Expanded, Scopus) Creative Commons License identifier identifier

3. PHYSICS INFORMED NEURAL NETWORKS FOR TWO DIMENSIONAL INCOMPRESSIBLE THERMAL CONVECTION PROBLEMS

Aygün A., Karakus A.
ISI BILIMI VE TEKNIGI DERGISI/ JOURNAL OF THERMAL SCIENCE AND TECHNOLOGY , vol.42, no.2, pp.221-232, 2022 (SCI-Expanded, Scopus, TRDizin) identifier identifier identifier
Papers Presented at Peer-Reviewed Scientific Conferences 5

1. Physics-Informed Neural Networks for Heat Transfer and Fluid Flow problems

Aygün A., Ata O., Karakuş A.
15th International Conference on Computational Heat and Mass Transfer, Antalya, Turkey, 20 - 22 May 2025, (Unpublished)

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

Aygün A., Karakuş A.
SIAM Conference on Computational Science and Engineering 2025, Texas, United States Of America, 3 - 07 March 2025, (Unpublished)

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

Taşdelen A. S., Aygün A., Karakuş A.
24th Congress on Thermal Science and Technology, Ankara, Turkey, 6 - 08 September 2023, pp.1-7, (Full Text) Creative Commons License

4. Physics-Informed Neural Networks for Boltzmann-BGK Equations with Absorbing Boundary Layers

Aygün A., Karakuş A.
SIAM Conference on Computational Science and Engineering 2023, Amsterdam, Netherlands, 27 February - 03 March 2023, (Unpublished)

5. Sıkıştırılabilir Euler Denklemlerinin Fizikle Öğrenen Yapay Sinir Ağları ile Çözümü

AYGÜN A.
9. Ulusal Havacılık ve Uzay Konferansı 2022, İzmir, Turkey, 14 September 2022, (Full Text)
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