M. Sc. Deniz Bezgin

Title of the masterthesis:

Microscopic Analysis of Transport Coefficients for Smoothed Dissipative Particle Dynamics (SDPD)

Research Area:

- Machine Learning

- Mori-Zwanzig Formalism

- Truncation Error Analysis

- Reduced Order Modeling

Scientific Supervisor:

Prof. Dr.-Ing. Nikolaus A. Adams

Publications

Bezgin, Deniz A.; Buhendwa, Aaron B.; Adams, Nikolaus A.: JAX-Fluids 2.0: Towards HPC for Differentiable CFD of Compressible Two-phase Flows. arXivLabs, 2024 more… BibTeX Full text ( DOI )

Bezgin, Deniz A.; Buhendwa, Aaron B.; Adams, Nikolaus A.: JAX-Fluids: A fully-differentiable high-order computational fluid dynamics solver for compressible two-phase flows. Computer Physics Communications 282, 2023, 108527 more… BibTeX Full text ( DOI )

Bezgin, Deniz A.; Schmidt, Steffen J.; Adams, Nikolaus A.: WENO3-NN: A maximum-order three-point data-driven weighted essentially non-oscillatory scheme. Journal of Computational Physics 452, 2022, 110920 more… BibTeX Full text ( DOI )
Buhendwa, Aaron B.; Bezgin, Deniz A.; Adams, Nikolaus A.: Consistent and symmetry preserving data-driven interface reconstruction for the level-set method. Journal of Computational Physics 457, 2022, 111049 more… BibTeX Full text ( DOI )

Bezgin, Deniz A.; Schmidt, Steffen J.; Adams, Nikolaus A.: A data-driven physics-informed finite-volume scheme for nonclassical undercompressive shocks. Journal of Computational Physics 437, 2021, 110324 more… BibTeX Full text ( DOI )

Borreguero, Morgane; Bezgin, Deniz; Adami, Stefan; Adams, Nikolaus A.: Implicit atomistic viscosities in smoothed dissipative particle dynamics. Physical Review E 100 (3), 2019 more… BibTeX Full text ( DOI )