Languages
- English, fluent.
- Hungarian, fluent.
- Romanian, fluent.
Research Statement
CFD x Scientific Machine Learning x Cardiovascular Biomechanics
Research Keywords
- Scientific Machine learning
- Fluid Mechanics
- Data-driven reduced-order modeling
- Computational Fluid Dynamics
- Cardiovascular biomechanics
- Blood Flow
- Biofluid Mechanics
Publications
- Hunor Csala, Arvind Mohan, Daniel Livescu & Amirhossein Arzani (2023). Modeling Coupled 1D PDEs of Cardiovascular Flow with Spatial Neural ODEs. NeurIPS Machine Learning and the Physical Sciences Workshop.
Published, 12/15/2023.
https://ml4physicalsciences.github.io/2023/files/N... - Hunor Csala, Scott Dawson & Amirhossein Arzani (2022). Comparing different nonlinear dimensionality reduction techniques for data-driven unsteady fluid flow modeling. Physics of Fluids. Vol. 34.
Published, 11/16/2022.
https://doi.org/10.1063/5.0127284