I have created state of the art computational models, which have led to scientific publications. See my Google Scholar Page for some examples.
I have conceptualised mathematical models to simulate the following systems:
- Fluids - droplets
- Cells and Tissues
- Liquid Crystals
- Heat flow
- Solids
- Robots
and more.
The models that I have created range from continuum models including 4th nonlinear, system of partial differential equations all the way to discrete models like Cellular Automatons. Following is a list of numerical methods that I have used so far in my career along with the experience time.
- Adaptive Finite Element Modelling (8 years)
- Finite Difference Methods (8 years)
- High Performance Computing (6 years)
- Multiphase field models (6 years)
- Cellular Automaton (4 years)
- Machine Learning (3 years)
- Genetic Algorithms (4 years)
- Statistical Analysis (6 years)
- Stochastic Modelling (6 years)
- Graph Analysis (3 years)
I am well versed to program in C++ and Python, including several scientific libraries like scipy, numpy, matplotlib, scikit-learn, pytorch, pandas, plotly. I also can program in Matlab. See some of my code at Github. Note that most of my repositories are private. I can showcase them upon request. I have also contributed significantly to the open source package BioLGCA.