Res. Asst. ATAKAN AYGÜN
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Middle East Technical University
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Research Information System
Türkçe
Publications & Works
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Published journal articles indexed by SCI, SSCI, and AHCI
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)
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)
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)
Refereed Congress / Symposium Publications in Proceedings
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
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
Sıkıştırılabilir Euler Denklemlerinin Fizikle Öğrenen Yapay Sinir Ağları ile Çözümü
AYGÜN A.
9. Ulusal Havacılık ve Uzay Konferansı 2022, İzmir, Turkey, 14 September 2022
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8
H-Index (WoS)
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Citation (Scopus)
11
H-Index (Scopus)
2
H-Index (Scholar)
1
Open Access
2