Abstract: The present disclosure relates to a passive outlier-tolerant and active outlier-tolerant learning method with abnormal samples and a system thereof. The method includes the following steps: (1) judging the distribution of abnormal samples in a train set, and calling a corresponding outlier-tolerant algorithm based on the distribution to carry out feature learning on the sample feature quantity in the train set to obtain an outlier-tolerant learning result; (2) training an initial learning model by using the outlier-tolerant learning result to obtain an intermediate learning model; (3) processing the test set by a preset outlier-correction algorithm to obtain an outlier-corrected test set; (4) testing the intermediate learning model using the outlier-corrected test set to obtain a final learning model. The scheme of the present disclosure can improve the passive outlier tolerance and active outlier tolerance of a machine learning process to abnormal samples.

Abstract: Disclosed is an implementation method for ultrasensitive Brink control for a delayed enzymatic reaction based on DNA strand displacement (DSD), relating to the field of feedback control technology based on DSD in biological systems. The method includes obtaining an enzymatic reaction process model with time delay; constructing a CRN-based Brink controller; obtaining a static mapping expression between an output of the Brink controller and an output of the system under a steady state condition; constructing a Brink controller by DSD reaction; obtaining a time delay representation, and applying it to DNA implementations of the enzymatic reaction process model; and combined with the Brink controller, controlling a delayed enzymatic reaction process model. The present invention is structurally free of subtraction, reduces the number of abstract chemical reactions required to implement, and greatly simplifies DNA implementation.

Abstract: The present disclosure relates to electromagnetic shielding paper based on modification of a conductive MOF material and a preparation method thereof, and belongs to the technical field of electromagnetic shielding. The method includes the following steps: putting polyimide fibers into a precursor solution of the conductive MOF material, and reacting to obtain MOF material modified PI fibers; mixing the modified fibers with aramid pulp, and carrying out papermaking, squeezing and drying to obtain a paper-based precursor; generating a conductive polymer (polypyrrole) in situ by using a gas-phase polymerization method, and finally obtaining the electromagnetic shielding paper based on the modification of the conductive MOF material. The electromagnetic shielding paper prepared by the present disclosure not only has good conductivity and electromagnetic shielding performance, but also has good mechanical properties and thermal stability.

Abstract: Disclosed are a paper-based electromagnetic shielding composite with flame retardant properties and its preparation method and application, belonging to the technical field of electromagnetic shielding. In the present disclosure, PI fibers are modified by polydopamine and grafted with carbon nanotubes, polyimide fiber paper is prepared by a wet papermaking technology, an in-situ synthesis method is used to enable conductive MOFs and polymer PPy to grow on the fiber paper, and finally polyimide resin is sprayed onto the paper to prepare the paper-based electromagnetic shielding composite with flame retardant properties. The method is simple in process without complex synthesis equipment, and solves the problems that polyimide fiber paper is poor in paper forming property and paper mechanical property, and carbon nanotubes are easy to agglomerate in paper and limited in addition amount in the prior art.

Abstract: A nanoflower immunochromatographic strip for detecting heavy metal mercury ions is provided. The nanoflower immunochromatographic strip includes the following components: a plastic outer shell, a sample pad, an immunoprobe joint pad, a nitrocellulose membrane and an absorbent pad; the immunoprobe joint pad is dropwise added with a gold nano-immunoprobe labeled with an anti-mercury-ion monoclonal antibody; the anti-mercury-ion monoclonal antibody is a monoclonal antibody secreted by an anti-Hg2+-ITCBE hapten murine hybridoma cell strain 7A1; and a preservation number of the murine hybridoma cell strain 7A1 is CGMCC No. 23879. The nanoflower immunochromatographic strip detects a heavy metal hapten Hg2+-ITCBE, with a detection threshold of 50 ng/mL and a detection limit of 0.39 ng/mL, has strong specificity, high sensitivity, good repeatability and rapid detection, and is of great significance for monitoring residue of heavy metal mercury.

Abstract: Provided in the present invention are a compound as shown in formula I, various crystal forms thereof, a hydrate, a solvate or a pharmaceutically acceptable salt thereof, and a pharmaceutical composition. The compound of the present invention can effectively treat Alzheimer's disease or Down's syndrome, especially cognitive function impairment caused by Alzheimer's disease or Down's syndrome. Also disclosed in the present invention is use of a ubiquitin specific protease USP25 encoded and expressed by chromosome 21 for preventing, treating or ameliorating Alzheimer's disease or Down's syndrome.

Abstract: Use of a compound as shown in formula I in preparation of a medicament for prevention, treatment or amelioration of learning, memory and cognitive impairment of Down's syndrome. The compound as shown in formula I can enhance the learning and memory ability of a Down's mouse, increase the number of synapses in the hippocampus of the Down's mouse, and can restore the damaged phagocytic function of the brain microglia cell of the Down's mouse. Therefore, the compound can be used as a therapeutic medicament to be applied to the symptoms of learning, memory and cognitive impairment of Down's syndrome.

Abstract: The present application relates to the field of communications, and in particular to a hybrid beam forming architecture-based calibration compensation method and apparatus for improving the accuracy and effectiveness of calibration compensation. The method comprises: a base station determining a preset calibration weight vector matrix W and a preset first calibration signal matrix S, then transmitting N times consecutively calibration signals through analog transmission channels, calculating, according to the calibration weight vector matrix W, the first calibration signal matrix S and a first received data vector matrix YTX, a transmission channel error matrix ETX, and then performing error compensation on the analog transmission channels based on ETX.

Abstract: The present application relates to the field of communications, and in particular to a hybrid beam forming architecture-based calibration compensation method and apparatus for improving the accuracy and effectiveness of calibration compensation. The method comprises: a base station determining a preset calibration weight vector matrix W and a preset first calibration signal matrix S, then transmitting N times consecutively calibration signals through analog transmission channels, calculating, according to the calibration weight vector matrix W, the first calibration signal matrix S and a first received data vector matrix YTX, a transmission channel error matrix ETX, and then performing error compensation on the analog transmission channels based on ETX.

Abstract: Disclosed in the present application are a method and an apparatus for calibrating an antenna. In the method, in a receiving channel calibration process, first a receiving channel beam weight matrix is initially updated by using a receiving calibration signal from a reference beam direction, i.e., performing initial receiving channel calibration, and then, for different beam direction regions, beam weight vectors corresponding to multiple beam directions within particular beam direction regions are updated.

Abstract: Disclosed in the present application are a method and an apparatus for calibrating an antenna. In the method, in a receiving channel calibration process, first a receiving channel beam weight matrix is initially updated by using a receiving calibration signal from a reference beam direction, i.e., performing initial receiving channel calibration, and then, for different beam direction regions, beam weight vectors corresponding to multiple beam directions within particular beam direction regions are updated.

Abstract: An array antenna calibration method and device, which is used for calibrating an array antenna in real time in an open calibration environment. The method includes: determining, on the basis of a preset direction angle of each preset beam direction, an initial beam weight vector matrix of an array antenna to be calibrated, and emitting, by a test antenna in a standard beam direction, a first calibration signal to the array antenna to be calibrated; determining, on the basis of the first calibration signal received by each channel of the array antenna to be calibrated, a magnitude-phase error between the first calibration signal received by a center channel and the first calibration signal received by each channel; and using the magnitude-phase error to calibrate the initial beam weight vector matrix, so as to obtain a compensation beam weight vector matrix.

Abstract: Disclosed are a method and apparatus for detecting a beam, which are used for realizing accurate beam forming under a millimeter wave wireless communication system where antenna array calibration is carried out without using a calibration network in the millimeter wave wireless communication system. The method for detecting a beam provided in the present application comprises: determining a beam with a pre-set width; and using the beam with the pre-set width to scan a user equipment.

Abstract: A method for processing an inferior gasoline and a system for processing the same. In the method, a full range gasoline is subjected to a directional sulfur transfer reaction, then is cut to obtain a light gasoline fraction, a medium gasoline fraction and a heavy gasoline fraction; the light gasoline fraction is treated to obtain an alkylated light gasoline; the medium gasoline fraction is treated to obtain a raffinate oil and an extracted oil; the raffinate oil is treated to obtain an esterified medium gasoline; the heavy gasoline fraction is mixed with the extracted oil to obtain a mixed oil, and an one-stage hydrodesulfurization reaction, a two-stage hydrodesulfurization reaction, H2S-removal and a hydrocarbon isomerization/aromatization reaction are carried out successively to obtain a treated heavy gasoline; blending the alkylated light gasoline, the esterified medium gasoline and the treated heavy gasoline to obtain a clean gasoline.

Abstract: An array antenna calibration method and device, which is used for calibrating an array antenna in real time in an open calibration environment. Said method includes: determining, on the basis of a preset direction angle of each preset beam direction, an initial beam weight vector matrix of an array antenna to be calibrated, and emitting, by means of a test antenna in a standard beam direction, a first calibration signal to the array antenna to be calibrated; determining, on the basis of the first calibration signal received by each channel of the array antenna to be calibrated, a magnitude-phase error between the first calibration signal received by means of a center channel and the first calibration signal received by means of each channel; and using the magnitude-phase error to calibrate the initial beam weight vector matrix, so as to obtain a compensation beam weight vector matrix.

Abstract: The present disclosure provides a method for producing a clean gasoline and a system for producing the same, the method includes: a full range gasoline is subjected to a directional sulfur transfer reaction, then is cut to obtain a light gasoline fraction, a medium gasoline fraction and a heavy gasoline fraction; the light gasoline fraction is treated to obtain an esterified light gasoline; the medium gasoline fraction is treated to obtain a raffinate oil and an extracted oil; the raffinate oil is treated to obtain an esterified medium gasoline; the heavy gasoline fraction is mixed with the extracted oil to obtain a mixed oil, and a one-stage hydrodesulfurization reaction, a two-stage hydrodesulfurization reaction, H2S-removal and a hydrocarbon isomerization/aromatization reaction are carried out successively to obtain a treated heavy gasoline; blending the esterified light gasoline, the esterified medium gasoline and the treated heavy gasoline to obtain a clean gasoline.

Abstract: A focusing and leveling device calculates an amount of defocus and/or tilt of a substrate and includes an illumination unit, projection-side mark plate with projection-side slit mark, projection-side imaging group, deflection prism, beam splitter, detection unit and signal processing unit. A light beam emitted from the illumination unit passes through the projection-side mark plate and is trimmed into a probe beam directed by the projection-side imaging group onto a substrate surface. The prism deflects the probe beam reflected by the surface of the substrate for a first time so that it is incident on the substrate surface and reflected for a second time onto the projection-side imaging group. The beam splitter directs the probe beam that travelled through the projection-side imaging group onto the detection unit. The signal processing unit calculates the amount of defocus and/or tilt based on a measurement spot detected by the detection unit.

Abstract: A scanning alignment apparatus and scanning methods thereof are disclosed. The scanning alignment apparatus is used to scan a substrate and includes a transflective lens unit, an imaging element unit, an alignment lens unit and an illumination lens unit. The alignment lens unit includes a plurality of sub-alignment lens units, and the imaging element unit includes a plurality of imaging elements. Each of the sub-alignment lens units corresponds to a respective one of the imaging elements. The scanning alignment apparatus and scanning methods provided in the present invention can achieve higher scanning efficiency and thus enhanced productivity and product throughput.

Abstract: Disclosed are a method and apparatus for detecting a beam, which are used for realizing accurate beam forming under a millimeter wave wireless communication system where antenna array calibration is carried out without using a calibration network in the millimeter wave wireless communication system. The method for detecting a beam provided in the present application comprises: determining a beam with a pre-set width; and using the beam with the pre-set width to scan a user equipment.

Abstract: A focusing and leveling device calculates an amount of defocus and/or tilt of a substrate and includes an illumination unit, projection-side mark plate with projection-side slit mark, projection-side imaging group, deflection prism, beam splitter, detection unit and signal processing unit. A light beam emitted from the illumination unit passes through the projection-side mark plate and is trimmed into a probe beam directed by the projection-side imaging group onto a substrate surface. The prism deflects the probe beam reflected by the surface of the substrate for a first time so that it is incident on the substrate surface and reflected for a second time onto the projection-side imaging group. The beam splitter directs the probe beam that travelled through the projection-side imaging group onto the detection unit. The signal processing unit calculates the amount of defocus and/or tilt based on a measurement spot detected by the detection unit.