Recursive regulator: a deep-learning and real-time model adaptation strategy for nonlinear systems. [PDF]
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Analyzing Peptide Torsional Dynamics: An Angular-Displacement PCA Pipeline for Short-Horizon Prediction from Molecular Dynamics. [PDF]
J Phys Chem AAlbrizzi L +5 more
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Quantum-informed machine learning for predicting spatiotemporal chaos with practical quantum advantage. [PDF]
Sci AdvWang M, Xue X, Gao M, Coveney PV.
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Enhancing gas concentration prediction and ventilation efficiency in deep coal mines: a hybrid DL-Koopman and Fuzzy-PID framework. [PDF]
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A continuous-space analytical framework for committor functions from molecular dynamics. [PDF]
J Chem PhysCao S, Huang X.
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A kernelized data-driven approach for analyzing and predicting brucellosis in Inner Mongolia. [PDF]
Innovation (Camb)Liu YP, Li Y, Sun GQ.
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Koopman-Based Model Predictive Control of Functional Electrical Stimulation for Ankle Dorsiflexion and Plantarflexion Assistance. [PDF]
IEEE Trans Neural Syst Rehabil EngSingh M, Hakam N, Kesar TM, Sharma N.
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Hamiltonian simulation for nonlinear partial differential equation by Schrödingerization. [PDF]
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RRAEDy: adaptive latent linearization of nonlinear dynamical systems. [PDF]
Sci RepMounayer J +4 more
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Koopman-based linearization of preparatory EEG dynamics in Parkinson's disease during galvanic vestibular stimulation. [PDF]
Front Hum NeurosciKia M +9 more
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