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
2025
Journal Articles
Bezgin, Deniz A.; Buhendwa, Aaron B.; Schmidt, Steffen J.; Adams, Nikolaus A.: ML-ILES: End-to-end optimization of data-driven high-order Godunov-type finite-volume schemes for compressible homogeneous isotropic turbulence. Journal of Computational Physics 522, 2025, 113560 more…BibTeX
Full text (
DOI
)
2024
Journal Articles
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
)
2023
Journal Articles
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
)
2022
Journal Articles
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
)
2021
Journal Articles
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
)
2019
Journal Articles
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
)