Abstract: A method for a driver prediction system is described. The method includes training a neural network to a learn a set of polynomial basis functions. The method also includes selecting, using a trained neural network, a learned polynomial basis function to perform a prediction of an action of an autonomous dynamic object (ADO) agent. The method further includes computing projection coefficients of the learned polynomial basis function to weigh the learned polynomial basis function. The method also includes using the projection coefficients of the learned polynomial basis function to weigh the learned polynomial basis function to provide a distribution regarding a likelihood of the prediction of the action of the ADO agent.

Abstract: The invention provides novel glucocorticosteroids, glucocorticosteroid-linkers and antibody drug conjugates (ADC's) comprising an antibody or antibody fragment which binds to an antigen expressed on immune cells, optionally an antigen expressed on human immune cells. In some instances the ADCs comprise an anti-human VISTA (V-region Immunoglobulin-containing Suppressor of T cell Activation (1)) antibody or anti-VISTA antigen-binding antibody fragment which binds to VISTA expressing cells at physiologic pH having a short serum half-life (?24-72 or 24-48 or 12-24 hours or less in a human VISTA knock-in rodent or ((?1-3.5 days or less in a human or non-human primate). In some instances these ADCs have a rapid onset of action and are potent for prolonged duration as they are very effectively internalized by immune cells in large amounts where they are cleaved releasing large amounts of active steroid payload.

Abstract: The present invention discloses a mobile energy storage internet system. The mobile energy storage internet system comprises distributed energy harvesting devices, mobile cold storage/heat storage devices, an energy system dispatching and monitoring center, and cold supply/heat supply terminals. The distributed energy harvesting devices are used for harvesting industrial waste cold energy/heat energy. The energy system dispatching and monitoring center is used for monitoring the residual energy of the distributed energy harvesting devices and the energy demand of the cold supply/heat supply terminals respectively, and mobilizing the mobile cold storage/heat storage devices to the distributed energy harvesting devices to store residual energy or to the cold supply/heat supply terminals to release the stored residual energy.

Abstract: The present application provides a processing method of a metal composite structure including a first metal layer and a second metal layer stacked on the first metal layer. The processing method includes the steps of defining a first through hole in the first metal layer, and drilling in the first through hole toward the second metal layer to form a traction hole in the second metal layer. Then, hot melt drilling is performed on a surface of the second metal layer away from the first metal layer toward the first through hole, thereby causing the second metal layer to crack under a traction force of the traction hole to form a second through hole, and a portion of the second metal layer to be melted and squeezed to form a bushing which adheres to at least a portion of a sidewall of the first through hole.

Abstract: A single molecule detection method based on grating scanning recognition, in which a large number of capture beads are scattered on a bead retaining plate (or a detection chip). At least part of the capture beads are specifically bound with an analyte, and each analyte is bound with a luminescent substance. Grating ports of a grating detection device are used to scan the capture beads column by column from the capture beads arranged at one end. The number of the capture beads bound with a marker is synchronously counted. The capture beads on the whole bead retaining plate are scanned through transverse relative movement between the grating ports and the capture beads. The total number of analytes can be obtained after scanning is completed.

Abstract: A lithium manganese iron phosphate modified material, and a positive electrode and a lithium-ion battery applying the same. The lithium manganese iron phosphate modified material includes a nickel-cobalt-manganese material, a first carbon coating layer, a lithium manganese iron phosphate coating layer, and a second carbon coating layer. The nickel-cobalt-manganese material is externally coated with the first carbon coating layer, the lithium manganese iron phosphate coating layer, and the second carbon coating layer in turn. The lithium manganese iron phosphate coating layer includes a lithium manganese iron phosphate material, and a chemical formula of the lithium manganese iron phosphate material is LiMn(1-a)FeaPO4; 0.3?a?0.7. A chemical formula of the nickel-cobalt-manganese material is LiNixCoyMn(1-x-y); 0.5?x?0.8 and 0<x+y<1.

Abstract: Provided in the present disclosure are a yeast protein having an antibacterial function and a preparation method therefor. The method includes: S1, performing liquid fermentation on a Saccharomyces cerevisiae strain, and then performing separation to obtain a yeast milk; S2, acidifying the yeast milk to obtain an acidified yeast milk; and optionally performing autolysis, or exogenous enzyme catalytic hydrolysis, or mechanical crushing on the yeast milk to obtain a cell wall emulsion; S3, mixing the acidified yeast milk and the optional cell wall emulsion and performing autolysis to obtain an autolysis mixed solution; S4, performing first enzymolysis with compound protease; S5, performing second enzymolysis with seminase; and performing third enzymolysis with ?-glucanase and cellulase to obtain a yeast protein emulsion; and S6, evaporating and concentrating the yeast protein emulsion to obtain the yeast protein.

Abstract: Techniques for creating and using error tables to track errors associated with a base table are described. A command to perform an operation on a base table stored in a network-based data system can be received and executed, causing at least one error. At least one error record corresponding to the at least one error can be inputted into an error table, which is nested with the base table. Contextual information can be added to the at least one error record.

Abstract: A vilazodone composition, a pharmaceutical preparation thereof, a preparation therefor, and a use thereof, relating to the pharmaceutical field. The composition contains an inclusion compound, the inclusion compound containing an active ingredient wrapped in an inclusion material; and the specification of the pharmaceutical preparation is 8 mg to 9 mg, 16 mg to 18 mg, or 32 mg to 36 mg. Under the condition that the specification of the pharmaceutical preparation can be reduced, the pharmacokinetics effect of the pharmaceutical preparation in a human body can still be equivalent to that of a reference listed drug, and the pharmaceutical preparation has an unexpected technical effect.

Abstract: A brivaracetam tablet and a preparation method therefor, relating to the field of pharmacy. The tablet includes a sustained-release layer and an immediate-release layer; the sustained-release layer includes an active ingredient, a sustained-release framework material, and optional other pharmaceutically acceptable excipients or carriers; the immediate-release layer includes an active ingredient and other excipients or carriers; and the active ingredient is brivaracetam or a pharmaceutically acceptable salt thereof. The tablet has the advantages of fast onset time, long sustained release time, low frequency of taking, and equivalent in-vivo pharmacokinetics to a brivaracetam immediate-release tablet (reference product), and the like. The preparation method is simple to operate and stable in process.

Abstract: A data platform including an error handling framework for loading of input data. The data platform generates input data columns based on an input file and generates result data columns based on the input data columns and evaluating expressions. The data platform detects projection errors during the generating of the result data columns and stores result error indicators in error indicator arrays of the result data columns based on the projection errors. The data platform generates filtered result data columns based on the result data columns and the result error indicator arrays of the result data columns and stores the filtered result data columns in a database of the data platform.

Abstract: A method for mixing immunoassay reagent in immunoassay analysis device and an immunoassay analysis device are provided. The method disperses aggregated magnetic beads in a reagent tray of the immunoassay analysis device by keeping an immunoassay reagent tube containing the immunoassay reagent in a variable speed state during rotation and/or by exerting an impact force on the immunoassay reagent tube during rotation of the immunoassay reagent tube, so as to keep the immunoassay reagent in a mixed state. The method can mix the immunoassay reagent, avoid the phenomenon of magnetic beads' aggregation and ensure the accuracy of the testing results.

Abstract: An integrated test device and method for filling karst cave deposition and tunnel intermittent water and mud inrush disasters. The device includes a mixing tank, water tank, water collection tank and plurality of depositing tanks, wherein mixing tank outlet is connected to one end of a pipe, the other end of the pipe extends to one end of the water tank, the plurality of depositing tanks are arranged underwater tank at intervals, the water collection tank is arranged at the water tank's other end, and a detachable baffle is arranged in the water tank and in front of each depositing tank. The deposition and consolidation of filling media and water and mud inrush can be simulated and observed through the setting and cooperation of the plurality of depositing tanks, different working conditions can be simulated by changing the flow rate, sample concentration, particle gradation, depositing height and displacement.

Abstract: Radiative cooling enabled passive freezing desalination processes are described. High salinity water can be desalinated via radiative cooling-driven freezing desalination. The passive freezing desalination processes can be a complementary method to solar desalination to enable 24-hour, year round passive thermal desalination.

Abstract: The disclosure discloses a nicotinamide dummy template surface molecularly imprinted polymer, a preparation method and application thereof, and belongs to the technical field of chemical materials. The preparation method of the disclosure includes the steps of preparing a modified silica gel carrier, preparing a dummy template surface molecularly imprinted polymer and the like. The disclosure uses nicotinamide, a structural analogue of imidacloprid and acetamiprid, as a dummy template to prepare a silica gel surface molecularly imprinted polymer. The polymer not only can effectively avoid pollution caused by the leakage of template molecules, but also can specifically remove imidacloprid and acetamiprid from water-soluble tea extracts. The removal rate of imidacloprid and acetamiprid is greater than 96% and 93%, respectively, and the loss of tea polyphenols in the extracts is less than 10%.

Abstract: A redundant electronic control system includes a control unit, a first output component, and a second output component. The control unit may generate a first execution signal and a second execution signal. The control unit controls the first output component to output the first execution signal to a first actuator, and controls the second output component to output the second execution signal to a second actuator. When the first output component fails, the control unit may control the second output component to output the first execution signal to the first actuator. When the second output component fails, the control unit may control the first output component to output the second execution signal to the second actuator.

Abstract: The technical solutions can include a transmitter of a source device providing access to an application. The transmitter can be configured to detect a category of an application from a first packet to be transmitted from the source, determine a quality of service (QOS) for the application based on the category of the application, mark the first packet with a marker corresponding to the QoS and schedule transmission of the first packet based on the QoS to a destination device. The technical solutions can include a receiver of the destination device configured to identify the QoS set by the transmitter using the marker of the first packet received from the transmitter, mark a second packet to be transmitted from the destination device to the source device using the marker of the first packet, and schedule transmission of the second packet based at least on the QoS to the transmitter.

Abstract: Techniques for creating and using error tables to track errors associated with a base table are described. A command to perform an operation on a base table stored in a network-based data system can be received and executed, causing at least one error. At least one error record corresponding to the at least one error can be inputted into an error table, which is nested with the base table. Contextual information can be added to the at least one error record.

Abstract: Disclosed herein are inclusion complexes comprising vilazodone or a pharmaceutically acceptable salt thereof and an inclusion material, compositions and pharmaceutical formulations comprising the inclusion complexes, and methods for preparing the inclusion complexes, compositions or pharmaceutical formulations.

Abstract: A data platform including an error handling framework for loading of input data. The data platform generates input data columns based on an input file and generates result data columns based on the input data columns and evaluating expressions. The data platform detects projection errors during the generating of the result data columns and stores result error indicators in error indicator arrays of the result data columns based on the projection errors. The data platform generates filtered result data columns based on the result data columns and the result error indicator arrays of the result data columns and stores the filtered result data columns in a database of the data platform.