معرفی
Elias Karabelas serves as Assistant Professor at the Institute of Mathematics and Scientific Computing within the Faculty of Natural Sciences at University of Graz. His research integrates advanced computational methods with biomedical applications, particularly in cardiac modeling and fluid dynamics.
His primary research interests span Computational Simulation, Artificial Neural Networks, Biomechanics, and Numerical Mathematics. Karabelas develops cutting-edge finite element frameworks for simulating cardiac hemodynamics and incompressible elasticity, with strong emphasis on robustness and clinical applicability.
His publications demonstrate expertise in multiscale cardiac modeling, fluid-structure interaction, and numerical methods for biomedical engineering. Recent work focuses on sensitivity analysis of heart hemodynamics and obstacle modeling in fluid flow.
Scientific Awards:
- IEEE TBME Featured Research (2022) for "Global Sensitivity Analysis of Four Chamber Heart Hemodynamics Using Surrogate Models"
Academic Service: Karabelas actively contributes to scholarly communities as Editor for Frontiers in Physiology (since 2021), Reviewer for Advanced Modeling and Simulation in Engineering Sciences (since 2020) and Biomedizinische Technik (since 2018). He holds memberships in the American Mathematical Society, European Mechanics Society, and Austrian Society for Biomedical Engineering.
As Principal Investigator of the BioTechMed-Graz Young Researcher Group (2023-2027), he leads the "Computational Inference of Pressure Fields from Non-Invasively Measured Flow Patterns" project, developing novel methods for non-invasive cardiac diagnostics.
