Composite loaded with nano-magnesium hydride and preparation method thereof

    公开(公告)号:US12227413B2

    公开(公告)日:2025-02-18

    申请号:US18557452

    申请日:2022-10-24

    Abstract: Disclosed is a method for preparing a composite loaded with nano-magnesium hydride, including: adding a cationic surfactant into an aqueous dispersion of a two-dimensional transition metal carbide such that a nanosheet of the two-dimensional transition metal carbide wrinkles, to avoid re-stacking, and then washing and drying; placing a dried product into a sealed container, vacuuming the sealed container, heating to a high temperature, and holding at the high temperature for a period of time; filling the sealed container with high-pressure hydrogen and holding for a period of time to obtain a heated product; adding the heated product and dibutyl magnesium into an organic solvent, conducting ultrasonic dispersion, then heating under stirring at a hydrogen pressure of 3 MPa to 6 MPa and a temperature of 180° C. to 220° C. for 12 h to 48 h, and centrifuging and drying to obtain the composite loaded with nano-magnesium hydride.

    Method for implementing ultimate strength analysis of plate frame structure based on isogeometric analysis

    公开(公告)号:US12216968B2

    公开(公告)日:2025-02-04

    申请号:US18732451

    申请日:2024-06-03

    Abstract: Ship structural ultimate bearing analysis and design research is involved. A method for implementing ultimate strength analysis of plate frame structure based on isogeometric analysis includes the following steps: according to the plate frame structure, constructing an IGA model, wherein the IGA model comprises several plane shell elements; carrying out a coordinate transformation on the plane shell elements; carrying out a weak coupling on boundaries of transformed plane shell elements by Nitsche method and carrying out a mesh refinement; setting material properties, loads and boundary conditions of refined plane shell elements, and constructing a nonlinear equation according to setting results; and solving the nonlinear equation by Newton-Raphson iteration method, and carrying out a simulation analysis by NX software to obtain an ultimate strength of the plate frame structure.

    Method for determining equilibrium state of tensegrity structure

    公开(公告)号:US12209999B2

    公开(公告)日:2025-01-28

    申请号:US17684637

    申请日:2022-03-02

    Abstract: A method for determining the equilibrium state of a tensegrity structure includes: determining the critical bending moment that the tensegrity structure bears; calculating the tension of longitudinal tie rods; calculating the pressure of longitudinal compression members; calculating the tensile lengths and the unstressed lengths of the longitudinal tie rods; calculating the compressed lengths and the unstressed lengths of the longitudinal compression members; calculating the forces and the radial deformations of annular compression members; and calculating the positioning lengths and the manufacturing lengths of the longitudinal tie rods and the longitudinal compression members.

    HIERARCHICAL POROUS DEFECT UiO-66 MATERIAL AND ITS PREPARATION METHOD

    公开(公告)号:US20240424476A1

    公开(公告)日:2024-12-26

    申请号:US18641338

    申请日:2024-04-20

    Abstract: Provided are a hierarchical porous defect UiO-66 material and a preparation method thereof. The method includes the following steps: mixing a zirconium ion source, a mixed ligand, an organic acid, an organic good solvent, and water to obtain a mixture; and subjecting the mixture to reaction while heating, washing, freeze-drying, and heat treatment in sequence to obtain the hierarchical porous defect UiO-66 material; where hierarchical pores of the hierarchical porous defect UiO-66 material comprise micropores and mesopores; the micropores each have a pore size of not greater than 2 nm; the mesopores each have a pore size of 2 nm to 4 nm; the mixed ligand includes terephthalic acid and a trisubstituted benzene series; and the trisubstituted benzene series is one or two selected from the group consisting of 2-aminoterephthalic acid and 2-aminoisophthalic acid.

    HARDWARE-AWARE MIXED PRECISION QUANTIZATION METHOD AND SYSTEM BASED ON GREEDY SEARCH

    公开(公告)号:US20240386255A1

    公开(公告)日:2024-11-21

    申请号:US18664441

    申请日:2024-05-15

    Abstract: The present invention provides a hardware-aware mixed-precision quantization method and system based on a greedy search. It comprises quantizing all layers in the neural network to the uniform bit-width, conducting training-aware quantization, and acquiring the trained model, baseline inference accuracy, and total bit operation counts. Each layer in the neural network undergoes post-training quantization with low precision individually, and the corresponding inference accuracy and total bit operation counts for each layer are recorded. Single-layer sensitivity is computed based on the baseline inference accuracy, total bit operation counts, and the inference accuracy and total bit operation counts of each layer and guides the current total bit operation counts until reaching the preset maximum bit operation counts. Meanwhile, quantized layers and precision are recorded, determining the mixed-precision quantization strategy. This invention introduces single-layer sensitivity, wi early in the search, thereby achieving an optimized quantization strategy that balances hardware costs and inference accuracy.

    Three-dimensional point cloud upsampling method, system and device, and medium

    公开(公告)号:US12141943B2

    公开(公告)日:2024-11-12

    申请号:US18424889

    申请日:2024-01-29

    Abstract: A three-dimensional point cloud upsampling method includes: dividing a three-dimensional point cloud into overlappable point cloud blocks which have a fixed number of points and are capable of covering all the points; extracting hierarchical features according to point coordinates in the point cloud blocks; achieving point set feature expansion of the extracted hierarchical features by using multi-scale heat kernel graph convolution; and reconstructing point coordinates in an upsampled three-dimensional point cloud from the expanded features. According to the present disclosure, detail information enhancement with different fine granularities can be performed on the three-dimensional point cloud which is sparse and nonuniformly distributed in the space, and at the same time, good stability is provided for overcoming potential noise disturbance and local deformation. The method can promote the uniformity of spatial distribution of the upsampled dense point cloud, and ensure the accurate representation for a geometric structure of a target object.

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