About me

I am a fourth-year PhD Student in the Department of Mathematics at the University of Utah. I am also a member of Scientific Computing and Imaging (SCI) Institute, working with Dr. Akil Narayan. I am interested scientific computing, numerical analysis and uncertainty quantification. More information about me can be found in my CV.

I am currently contributing to UncertainSCI (Webpage) (Github) collaborating with Computational Electrocardiology Group (CEG) leading by Dr. Rob MacLeod. UncertainSCI is a Python-based toolkit that harnesses modern techniques to estimate model and parametric uncertainty, with a particular emphasis on needs for biomedical simulations and applications. This toolkit enables non-intrusive integration of these techniques with well-established biomedical simulation software. My contribution is involving but not limited to: PCE setup for models, generation of anisotropic distributions, basis functions of orthgonal polynomials.

Some examples regarding cardiac simulations using UncertainSCI are given here: A sensitivity analysis on variability in heart position on torso potentials(left); Effect of the heart position on torso surface potentials(right).

Some quick examples can be found here.