HUNOR CSALA portrait
  • Graduate Research Assist (RA), Scient Comp & Imag Instit-Oper

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