2 papers
math.DS2026
Predictive-Switching Control of Stochastic Gene Regulatory Networks: A Contractive PIDE Framework
Christian Fernández, Manuel Pájaro, Gábor Szederkényi +1
This paper develops a predictive switching control algorithm for stochastic gene regulatory networks described by a Partial Integro-Differential Equation (PIDE) model, which enable…
cs.LG2023
Inferring Relational Potentials in Interacting Systems
Armand Comas-Massagué, Yilun Du, Christian Fernandez +4
Systems consisting of interacting agents are prevalent in the world, ranging from dynamical systems in physics to complex biological networks. To build systems which can interact r…