Ondrej Maxian

The paper uses neural likelihood ratio estimation to infer activator-inhibitor dynamics in Rho GTPase activity from perturbation experiments in frog eggs.

This study shows that rapid actin filament turnover in C. elegans zygotes maintains cortical connectivity while enabling deformation and flow.

The paper develops an activator-inhibitor model to show how actin network heterogeneity tunes RhoA activity patterns across different organisms.

The paper constructs a minimal mathematical model to explain how AIR-1, ECT-2, and myosin dynamics drive polarization and cytokinesis in C. elegans, showing robust polarity establishment and cytokinesis prediction.