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M.Sc. Aaron Buhendwa

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


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 )


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 Full text ( DOI )


  • Adams, Nikolaus A.; Adami, Stefan; Bogdanov, Vladimir; Buhendwa, Aaron; Bußmann, Alexander; Fleischmann, Nico; Hoppe, Nils; Hosseini, Naeimeh; Kaiser, Jakob; Lunkov, Aleksandr; Paula, Thomas; Spaeth, Felix; Siguenza Torres, Anibal; Wauligmann, Peter; Winter, Josef; Gymnich, Tim: ALPACA - Adaptive Level-set PArallel Code Alpaca. 2022, (other entry) more… BibTeX Full text ( DOI )


Journal Articles

  • 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 Full text ( DOI )