2 papers
cs.LG2025
Simulation-free Structure Learning for Stochastic Population Dynamics
Noah El Rimawi-Fine, Adam Stecklov, Lucas Nelson +4
Modeling dynamical systems and unraveling their underlying structural dependencies is central to many domains in the natural sciences. Various physical systems, such as those arisi…
q-bio.QM2024
Joint trajectory and network inference via reference fitting
Stephen Y Zhang
Network inference, the task of reconstructing interactions in a complex system from experimental observables, is a central yet extremely challenging problem in systems biology. Whi…