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kernel density estimation (kde)  (MathWorks Inc)


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    MathWorks Inc kernel density estimation (kde)
    Kernel Density Estimation (Kde), supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/result/kernel density estimation (kde)/product/MathWorks Inc
    Average 90 stars, based on 1 article reviews
    kernel density estimation (kde) - by Bioz Stars, 2026-03
    90/100 stars

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    Schematic of output feedback control using observer and controller gain kernels obtained via neural operator.

    Journal: Scientific Reports

    Article Title: Neural operator for observer gains and output-feedback control of coupled PDE–ODE systems

    doi: 10.1038/s41598-025-14090-0

    Figure Lengend Snippet: Schematic of output feedback control using observer and controller gain kernels obtained via neural operator.

    Article Snippet: With the observer gains determined, we define the output-feedback controller for the system ( ) as follows and the schematic is shown in Fig. . Fig. 3 Schematic of output feedback control using observer and controller gain kernels obtained via neural operator.

    Techniques: Control

    Comparison between the analytic and predicted gain controllers. The top panel (a) depicts the analytically derived gain controller, while the bottom panel (b) shows the gain controller predicted by the proposed model, demonstrating the accuracy of the prediction method.

    Journal: Scientific Reports

    Article Title: Neural operator for observer gains and output-feedback control of coupled PDE–ODE systems

    doi: 10.1038/s41598-025-14090-0

    Figure Lengend Snippet: Comparison between the analytic and predicted gain controllers. The top panel (a) depicts the analytically derived gain controller, while the bottom panel (b) shows the gain controller predicted by the proposed model, demonstrating the accuracy of the prediction method.

    Article Snippet: With the observer gains determined, we define the output-feedback controller for the system ( ) as follows and the schematic is shown in Fig. . Fig. 3 Schematic of output feedback control using observer and controller gain kernels obtained via neural operator.

    Techniques: Comparison, Derivative Assay