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Mingtao Xia (New York University, Courant Institute of Mathematical Sciences)
Mingtao Xia (New York University, Courant Institute of Mathematical Sciences)
Reconstruction of stochastic differential equations characterizing noisy single-cell molecular dynamics In the talk, I shall introduce our recent work on developing machine-learning-based methods for reconstructing noisy single-cell molecular dynamics as stochastic differential equations, which aims to quantify intrinsic fluctuations in the stochastic process characterizing cellular dynamics. I will then discuss how to apply my methods …
