Published several papers in peer-reviewed journals such as Physical Review E, Biomedical Microdevices, Computers in Biology and Medicine. Specific titles include:
- Efficient computational model of the in-flow capturing of magnetic nanoparticles by a cylindrical magnet for cancer nanomedicine
- An in silico model of the capturing of magnetic nanoparticles in tumour spheroids in the presence of flow
- Tumour growth: An approach to calibrate parameters of a multiphase porous media model based on in vitro observations of Neuroblastoma spheroid growth in a hydrogel microenvironment
- Global sensitivity analysis based on Gaussian-process metamodelling for complex biomechanical problems
- Extension of a multiphase tumour growth model to study nanoparticle delivery to solid tumours
- Modelling of Brain Deformation After Decompressive Craniectomy
Research Experience
Teaching: Nonlinear Continuum Mechanics (WiSe 24/25), Introduction to Current Research Topics in Numerical Mechanics (WiSe 24/25), A Practical Course in Numerical Methods for Engineers (WiSe 18/19, 19/20, 20/21, 21/22, 22/23), Biomechanics - Fundamentals and Modeling (SoSe 19, 20, 21, 22).
Education
PhD Thesis: Physics-based and probabilistic computational approaches for nanomedicine in oncology, 2024.
Background
Research interests include Computational Transport Oncophysics, Nanomedicine, Immunotherapy, Sensitivity analysis, uncertainty quantification and inverse analysis, Porous Media.
Miscellany
Supervised student projects including computational modelling of angiogenesis governed by the tumour microenvironment and computational modelling of interactions between interstitial fluid flow and angiogenesis in solid tumours.