Megan Franke

Talks:

12:50 UTC

Single-cell resolved cell-cell communication modeling in Julia

07/29/2021, 12:50 PM1:00 PM UTC
Purple

We develop multiscale models that couple cell-cell communication with cell-internal gene regulatory network dynamics to study cell fate decision-making from a dynamical systems perspective. In JuliaLang, we model cell-cell communication as a Poisson process, and cell-internal dynamics with nonlinear ordinary differential equations, taking advantage of the power of DifferentialEquations.jl. We show that subtle changes in cell-cell communication lead to dramatic changes in cell fate distributions.

Platinum sponsors

Julia Computing

Gold sponsors

Relational AI

Silver sponsors

Invenia LabsConningPumas AIQuEra Computing Inc.King Abdullah University of Science and TechnologyDataChef.coJeffrey Sarnoff

Media partners

Packt Publication

Fiscal Sponsor

NumFOCUS