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Maryam Yousefian's picture

Maryam Yousefian

PhD Candidate

I am interested in modeling, analysis, simulation of complex systems. I am working on stochastic process and markov state models (MSM)s for cellular phenotype switching, stochastic gene regulatory networks (GRN)s and the development and implementation of algorithms in single cells and cell populations and the application of these methods in medicine. I am also interested in machine learning (ML) methods and their use for nonlinear dimensionality reduction.