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Computational Physics and Biology

$40/hr Starting at $200

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.

About

$40/hr Ongoing

Download Resume

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.

Skills & Expertise

AlgorithmsAnalyticsBiologyC++CfdComputational Fluid Dynamics (CFD)Computational ModelingData AnalysisData ModelingData VisualizationMachine LearningMathematicsMATLABOptimization SoftwarePhysicsPhysics ExpertProgrammingScienceSimulationSimulation ModelingStatistical AnalysisTopology Optimization

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