Results 161 to 170 of about 13,618 (231)

Sparse identification of nonlinear dynamics and Koopman operators with Shallow Recurrent Decoder Networks. [PDF]

Proc Natl Acad Sci U S A
Gao ML, Williams JP, Kutz JN.
europepmc   +1 more source

Exploratory application of DMD for particle deposition and fluid field in the respiratory tract. [PDF]

J Aerosol Sci
Graffigna MS, Bartol IR, Tano ME, Dewji SA.   +3 more
europepmc   +1 more source

Quantum-informed machine learning for predicting spatiotemporal chaos with practical quantum advantage. [PDF]

Sci Adv
Wang M, Xue X, Gao M, Coveney PV.
europepmc   +1 more source

Recursive regulator: a deep-learning and real-time model adaptation strategy for nonlinear systems. [PDF]

Commun Eng
Sun J, Huang Y, Yu W, Garcia-Ortiz A.
europepmc   +1 more source

Enhancing gas concentration prediction and ventilation efficiency in deep coal mines: a hybrid DL-Koopman and Fuzzy-PID framework. [PDF]

Sci Rep
Yuan K, Gao K, Liu Y.
europepmc   +1 more source

Hamiltonian simulation for nonlinear partial differential equation by Schrödingerization. [PDF]

Sci Rep
Sasaki S, Endo K, Muramatsu M.
europepmc   +1 more source

Koopman-Based Model Predictive Control of Functional Electrical Stimulation for Ankle Dorsiflexion and Plantarflexion Assistance. [PDF]

IEEE Trans Neural Syst Rehabil Eng
Singh M, Hakam N, Kesar TM, Sharma N.
europepmc   +1 more source

Koopman-based linearization of preparatory EEG dynamics in Parkinson's disease during galvanic vestibular stimulation. [PDF]

Front Hum Neurosci
Kia M, Mirian MS, Soori S, Saedi S, Arasteh E, Faramarzi MH, Chinchani A, Lee S, Luczak A, McKeown MJ.   +9 more
europepmc   +1 more source

Deep Koopman Approach for Nonlinear Dynamics and Control of Tendon-Driven Continuum Robots. [PDF]

IEEE Robot Autom Lett
Feizi N, Pedrosa FC, Jayender J, Patel RV.   +3 more
europepmc   +1 more source