Multiphysics Modeling, PDE/ODE Simulation & Scientific Data Analysis

Developed computational models for biomedical and biological systems using COMSOL Multiphysics and Python. The work included 3D tissue/tumor geometry modeling, simulation of optical properties and light distribution in tissue, PDE-based multiphysics modeling, and ODE-based modeling of fibrosis progression and biological biomarkers.

Performed numerical simulation, parameter analysis, visualization, and interpretation of model outputs to investigate tumor detectability and the temporal evolution of fibrosis-related biological variables. The workflow combined COMSOL simulations with Python-based data processing and scientific visualization.

Skills

COMSOL Multiphysics, Python, MATLAB, PDE Modeling, ODE Modeling, Multiphysics Simulation, Computational Physics, Biomedical Modeling, Tumor Modeling, Biological Systems Modeling, Numerical Methods, Data Analysis, Scientific Visualization, Parameter Estimation, Mathematical Modeling