Decomposed Linear Dynamical Systems (dLDS) models reveal instantaneous, context-dependent dynamic connectivity in C. elegans. [PDF]
Commun BiolYezerets E, Mudrik N, Charles AS.
europepmc +1 more source
Bridging known and unknown dynamics by transformer-based machine-learning inference from sparse observations. [PDF]
Nat CommunZhai ZM, Stern BD, Lai YC.
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How "Berry Phase" Analysis of Non-Adiabatic Non-Hermitian Systems Reflects Their Geometry. [PDF]
Entropy (Basel), 2023 Jeynes C.
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Using Floquet theory to unravel far-from equilibrium dynamics in reaction-diffusion systems. [PDF]
PNAS NexusJuma VO +3 more
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Dynamical Systems in Categories
, 2013 In this article we establish a bridge between dynamical systems, including topological and measurable dynamical systems as well as continuous skew product flows and nonautonomous dynamical systems; and coalgebras in categories having all finite products.
Kerkhoff, Sebastian +4 more
core
Aspects of global dynamics in nonautonomous dynamical systems
, 2018 Tesis doctoral inédita leída en la Universidad Autónoma de Madrid, Facultad de Ciencias, Departamento de Matemáticas .
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On the control of recurrent neural networks using constant inputs. [PDF]
IEEE Trans Automat ContrTamekue C, Chen R, Ching S.
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Lyapunov theory demonstrating a fundamental limit on the speed of systems consolidation. [PDF]
Phys Rev ResAlemi A, Aksay ERF, Goldman MS.
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Complex soliton wave patterns of Gross-Pitaevskii systems: application in quantum and optical engineering. [PDF]
Sci RepBilal M +5 more
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Maximum likelihood inference for multivariate delay differential equation models. [PDF]
Sci RepMahmoud AA +6 more
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