Bedri Abubaker-Sharif

4 weeks ago | biorxiv.org | Bedri Abubaker-Sharif |Tatsat Banerjee |Peter N. Devreotes |Pablo Iglesias

AbstractPattern-forming stochastic systems arise throughout biology, with dynamic molecular waves observed in biochemical networks regulating critical cellular processes. Modeling these reaction-diffusion systems using handcrafted stochastic partial differential equations (PDEs) requires extensive trial-and-error tuning. Data-driven approaches for improved modeling are needed but have been hindered by data scarcity and noise.