METHOD FOR TWO-DIMENSIONAL NUCLEAR MAGNETIC RESONANCE DIFFUSION ORDERED SPECTROSCOPY BASED ON DEEP LEARNING

    公开(公告)号:US20240019515A1

    公开(公告)日:2024-01-18

    申请号:US18143920

    申请日:2023-05-05

    CPC classification number: G01R33/4625 G01N24/087 G01R33/4633

    Abstract: A method for processing two-dimensional (2D) nuclear magnetic resonance (NMR) Diffusion Ordered Spectroscopy (DOSY) based on deep learning comprises constructing a simulated dataset by generating simulated data using a mathematical model based on signal characteristics of the 2D NMR DOSY, generating labels for training a deep learning network model, wherein the labels comprise a first two-dimensional matrix, and two dimensions of the first two-dimensional matrix comprise chemical shift and diffusion coefficients, constructing the deep learning network model and setting training parameters of the deep learning network model, training the deep learning network model using the simulated dataset, and testing the deep learning network model.

    Laser conformal manufacturing method of flexible sensor

    公开(公告)号:US11833760B2

    公开(公告)日:2023-12-05

    申请号:US18109529

    申请日:2023-02-14

    Abstract: A laser conformal manufacturing method of a flexible sensor comprises: obtaining morphology data of a curved surface, and constructing a Standard Triangle Language (STL) model of the curved surface; introducing into a 3D modeling software, and combining the curved surface with a clamper holder; manufacturing to obtain the clamper with the curved surface; coating material to be manufactured on a 3D curved surface of the clamper with the curved surface; positioning to a processing platform of a laser device; constructing a model of a pattern to be manufactured by laser based on the STL model of the curved surface, and constructing an STL model or a dwg model of the pattern to be manufactured; introducing into the laser device, turning on the laser device, and running a 3D dynamic focus system; repeating the steps 4-8, and stripping the flexible sensor from the 3D curved surface.

    LASER CONFORMAL MANUFACTURING METHOD OF FLEXIBLE SENSOR

    公开(公告)号:US20230202113A1

    公开(公告)日:2023-06-29

    申请号:US18109529

    申请日:2023-02-14

    Abstract: A laser conformal manufacturing method of a flexible sensor comprises: obtaining morphology data of a curved surface, and constructing a Standard Triangle Language (STL) model of the curved surface; introducing into a 3D modeling software, and combining the curved surface with a clamper holder; manufacturing to obtain the clamper with the curved surface; coating material to be manufactured on a 3D curved surface of the damper with the curved surface; positioning to a processing platform of a laser device; constructing a model of a pattern to be manufactured by laser based on the STL model of the curved surface, and constructing an STL model or a dwg model of the pattern to be manufactured; introducing into the laser device, turning on the laser device, and running a 3D dynamic focus system; repeating the steps 4-8, and stripping the flexible sensor from the 3D curved surface.

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