2 papers
nlin.CD2025
Identifying Stochastic Dynamics from Non-Sequential Data (DyNoSeD)
Zhixin Lu, Łukasz Kuśmierz, Stefan Mihalas
Inferring stochastic dynamics from data is central across the sciences, yet in many applications only unordered, non-sequential measurements are available-often restricted to limit…
physics.bio-ph2024
Hierarchy of chaotic dynamics in random modular networks
Łukasz Kuśmierz, Ulises Pereira-Obilinovic, Zhixin Lu +2
We introduce a model of randomly connected neural populations and study its dynamics by means of the dynamical mean-field theory and simulations. Our analysis uncovers a rich phase…