Michael Mitchell Email & Phone Number

New York, New York, Us

New York, Ny, Us

Investigated on-line learning and evolution properties of neural networks, metabolic networks, and other systems in changing and stochastic environments \textit{via} Monte Carlo simulations and mathematical models:- Studied connection between learning noisy concepts and regularization.- Studied impact of environmental (regime) change on evolution (learning) dynamics.- Implemented a parallel, high-order stochastic Runge-Kutta solver for fast simulation of evolution of noisy gene expression dynamics (C++).- Cleaned, synthesized, and analyzed metabolic databases to study statistics and graph properties of metabolic networks and evolutionary dynamics on such networks (Python/Cython).Identified mechanical features underlying protein deformations using strain and related analyses of protein structural data:- Collected, cleaned, and analyzed public structural data (Python/Cython).- Estimated strains and other elastic deformation measures.- Used geometrical and statistical analyses to generate mechanical and functional insights.

Tucson, Arizona, Us

Modeled sub-cellular protein localization using systems of differential equations.Developed a method to isolate exosomal vesicles from S. cerevisiae to study exosome-mediated RNA export.

Heidelberg, De

Studied microtubule dynamics in hyphal growth of Ustilago maydis using Monte Carlo simulations and microscopy.

Cold Spring Harbor, New York, Us

Elucidated the role of DDX5 in cell proliferation and its regulation of essential genes.

Tucson, Arizona, Us

Investigated exosome-mediated RNA export.Conducted genetic studies of Not1p function.

Phoenix, Arizona, Us

Investigated effect of promoter methylation of the gene MGMT on chemotherapy resistance in brain tumors.Analyzed protein abundance changes in chemotherapy resistance.

Doctor Of Philosophy (Ph.D.), Biological Physics

Bachelor Of Science (B.S.), Mathematics; Biochemistry; And Molecular And Cellular Biology

Education record