Title of the Masterthesis: Modeling and Simulation of the Crown Formation in the Drop Splash Problem using the Conservative Sharp-Interface Method
Scientific Supervisor: Dr.-Ing. Stefan Adami
Research Area:
Deep learning and modeling of multiphase flows with interface instabilities
Current Research Project:
Hierachical Bayesian modeling of interface instabillities
Publications
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
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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
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2022
Journal Articles
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
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Buhendwa, Aaron B.; Adami, Stefan; Adams, Nikolaus A.: Inferring incompressible two-phase flow fields from the interface motion using physics-informed neural networks. Machine Learning with Applications 4, 2021, 100029 more…BibTeX
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