📢 New paper out! Discover how our methodology, combined with implicit sparse regression, allows the automatic discovery of identifiable dynamic models for complex biological systems. Joint work with
@GemmaMassonis
and
@AlexFVillaverde

https://www.biorxiv.org/content/10.1101/2023.03.13.532340v2

#computationalbiology #dynamicalmodels

#arxivfeed

"Virtual brain simulations reveal network-specific parameters in neurodegenerative dementias"
https://www.biorxiv.org/content/10.1101/2023.03.10.532087v1

#Neuroscience #ComputationalNeuroscience #DynamicalModels #DynamicalSystems #Neuroimaging #neurodegeneration #TheVirtualBrain

Data-driven memory-dependent abstractions of dynamical systems

by Adrien Banse, Licio Romao, Alessandro Abate, Raphaël M. Jungers
arXiv:2212.01926. https://arxiv.org/pdf/2212.01926.pdf

#dynamicalSystems #memory #abstraction #markovChains #sampling #finiteAbstractions #ergodicity #dynamicalModels