5results about How to "Good computing power" patented technology

The application relates to a large-scale underwater explosion problem, in particular to a calculation method of underwater explosion load based on an LDGM and MPI. The calculation method of underwater explosion load based on the LDGM and MPI comprises the following steps: performing non-structural grid division on a water area geometric model, calculating data in the non-structural grid after spatial discretization and time discretization according to a LDGM second-order wave equation, performing regional decomposition by using METIS during the calculation process, dividing the non-structural network into multiple subdomains and distributing the subdomains to different processors, exchanging numerical flux on the subdomain boundaries between the processors, performing parallel processing, until time domain loop calculation is completed, and obtaining a pressure field of a flow field evolving with time. The LDGM is used to solve the flow field pressure load, can more accurately capture the strong gradient of a shock wave and local details of a cavitation area, avoids numerical dissipation and oscillation problems, and improves calculation efficiency through a parallel processing scheme.

The application discloses a rock damage and failure smooth molecular dynamics analysis method. The application combines particle failure with rock numerical damage simulation to construct a new rock damage numerical simulation mode. The particle discrete principle of the material point method is used to discretize the calculation material domain. The calculation domain is discretized into particles by using software such as ANSYS. The particles in the calculation domain are endowed with certain material properties. The Mohr-Coulomb criterion commonly used in rock mechanics is used as the failure criterion. When the material reaches the failure condition, the particles are subjected to failure treatment. The failed particles will be permanently failed. The method is simple and easy to implement. The high efficiency and stability of GIMP itself are utilized. The gradual damage and failure process of the rock is simulated by the failure process of the particles. The whole process of the rock damage and failure can be obtained. The research provides a certain reference for the understanding of the smooth particle dynamics method in rock damage numerical simulation.

The application discloses a time delay reservoir computing method based on dispersion orthogonal polarization light feedback VCSEL, and the time delay RC system comprises an adjustable laser, a Mach-Zehnder modulator, a VCSEL, an optical isolator, an optical coupler, a polarization controller, a variable optical attenuator, a chirped fiber Bragg grating and a photodetector; the signal of an input layer is injected into the X polarization component of the VCSEL of a reservoir layer after being modulated by the Mach-Zehnder modulator; the emission light of the VCSEL is divided into two paths after passing through an optical circulator, one path is reflected back to the VCSEL by the chirped fiber Bragg grating after being rotated by the polarization controller, thereby constructing the reservoir layer of the time delay RC system; and the other path is transmitted to an output layer and converted into an electrical signal output by the photodetector. The application can further inhibit the time delay characteristics, thereby further inhibiting the generation of harmful resonance, and has stronger nonlinear characteristics and better computing performance.

This application relates to the fields of integrated circuit design and artificial intelligence hardware optimization technology, and discloses a radiation-resistant SRAM in-memory computing method and system with multi-source decision-making and partition self-healing. The method includes: steps for cross-layer benchmark archiving and pre-susceptibility topology initialization; steps for multi-source data acquisition and feature quantization processing in runtime; steps for semantic attribution and nonlinear weighted analysis of runtime fields; steps for spatiotemporal multidimensional state machine decision-making based on large model stage perception and thermodynamic constraints; steps for bit-plane decoupling mapping and asymmetric compression migration for large model features; and steps for multi-physics closed-loop self-healing and heterogeneous degradation reconstruction. The system corresponds to this method. This application solves the technical problems of difficulty in quantifying the performance degradation of in-memory computing chips under extreme radiation, difficulty in identifying fault mechanisms, and difficulty in controlling online self-healing.

The application discloses a micro-batch-based real-time statistical method and device, equipment and storage medium, and relates to the field of data statistics, which comprises the following steps: analyzing the received data to be processed, filtering the analyzed data, and obtaining processed data; dividing the processed data into several parts of processed data and inputting them into several preset concurrent statistical subunits to perform data statistics on the data input into the subunits to obtain temporary statistical results; determining several index identifiers corresponding to the temporary statistical results to group the temporary statistical results by the index identifiers, using a preset summary statistical subunit to perform summary statistics on the grouped temporary statistical results, and outputting target statistical results corresponding to the grouped temporary statistical results. In this way, the calculation capacity of statistical indicators can be optimized by different concurrent statistical subunits to support simultaneous statistical calculation under different dimensions and different time windows.