4 results about "Analysis sample" patented technology

The application discloses a malware large model adaptive analysis system based on improved GRPO and dynamic and static cooperation, comprising a collection execution module, a static feature extraction module, a log processing module, a prompt word engineering module, an LLM analysis module, an evaluation feedback module, an analysis strategy optimization module and a weight optimization module, and also discloses a method.The beneficial effects of the application are that the static features of the sample file to be analyzed are intelligently fused with dynamic behavior logs, complete analysis context is provided for the LLM, comprehensive and high-precision threat determination of dynamic and static combination is realized, the optimal analysis strategy can be selected according to the log size, the large log is processed by using the context-aware block mechanism, and therefore, the analysis quality is guaranteed while the efficiency and cost are taken into account.

A data analysis method, system, and storage medium based on a bioanalyzer are disclosed. The samples to be analyzed include the test sample and standards. The method includes: acquiring the target channel signal measured by the bioanalyzer and determining whether the sample to be analyzed is a single-peak or non-single-peak sample based on the histogram of the signal; for non-single-peak samples, calculating the proportion of positive microspheres using the signal intensity corresponding to the deepest trough of the histogram as a first threshold; for single-peak samples, calculating the proportion of positive microspheres based on a second threshold, which is determined based on the first threshold of multiple non-single-peak samples of the standards; and calculating the average target capture amount of a single positive microsphere in the sample to be analyzed based on the interval where the proportion of positive microspheres is located and / or the signal intensity information of the positive microspheres. This method effectively extends the detection dynamic range and achieves automated and standardized data analysis. This application also discloses a corresponding system and computer storage medium.

The application relates to the technical field of coal sample analysis, in particular to a method and device for determining a critical difference of 3mm storage and inspection coal sample inter-laboratory comparison, wherein the method comprises the following steps: taking a dry basis as a reference, respectively determining detection difference values of 0.2mm analysis samples prepared by a sending laboratory and a receiving laboratory, and calculating a 1.2T value according to detection items and index ranges, wherein T is a reproducibility critical difference specified in a corresponding detection standard; and comparing the detection difference values with the 1.2T value, wherein if the detection difference value is less than or equal to the 1.2T value, it is determined that the 3mm storage and inspection coal sample inter-laboratory comparison is qualified, otherwise, it is determined that the 3mm storage and inspection coal sample inter-laboratory comparison is unqualified. Therefore, the method solves the problems that related technologies use a square root of 3T as a critical difference of 3mm storage and inspection coal sample inter-laboratory comparison, the allowed range is widened, most of the comparison samples can pass the determination, and the sensitivity of the comparison result to detection abnormalities and quality fluctuations is reduced.

This utility model relates to the field of extraction mixture measurement technology, and discloses an online multi-channel measurement device for the concentration of extraction mixtures. The device includes a housing, with a control cabinet fixedly installed on the left side of the housing. This utility model directly acquires mixture samples from different extraction tanks via an input mechanism, and immediately inputs these samples into a detection mechanism for concentration measurement at a constant temperature. The samples are then discharged by an output mechanism into the corresponding extraction tank, achieving rapid online measurement of the concentration of multi-channel extraction mixtures. Analysis is performed in a detection device next to the production line, effectively managing the number of samples, reducing workload, eliminating sampling time blind spots, and ensuring more accurate test data because the detection environment is consistent with the on-site environment. Relevant data can be quickly fed back to the production department, allowing production personnel to adjust the liquid volume immediately based on accurate data with minimal time lag, significantly improving product yield.