Abstract: An overcurrent fault detector using a High Electron Mobility Transistor (HEMT) operated by a gate driver is disclosed. The overcurrent fault detector includes a band-pass filter and a control circuit. The band-pass filter is configured to receive gate-to-source voltage (VGS) signals of the HEMT and filter the VGS signals to generate a band-limited version of the VGS signals. The control circuit is configured to measure a value of the band-limited version of the VGS signals, determine if the value is greater than a threshold value, and generate a fault signal that disables the gate driver and terminates an overcurrent fault condition in response to determining that the value is greater than the threshold value.

Abstract: The present disclosure relates to an image processing method and device, a camera component, an electronic device, and a storage medium. The component includes a first camera module sensing first-band light to generate a first image, a second camera module sensing the first-band light and second-band light and generating a second image, an infrared light source emitting the second-band light and a processor. The second image includes a bayer subimage and an infrared subimage. The processor is coupled with the first camera module, the second camera module and the infrared light source respectively. The processor is configured to perform image processing on at least one of the bayer subimage or the infrared subimage and the first image.

Abstract: A computer implemented method for machine learning model training. A number of processor units creates a cluster model comprising labeled samples and unlabeled samples. The number of processor units identifies cluster information for the labeled samples from the cluster model. The number of processor units adds a set of new features to a set of original features for the labeled samples using the cluster information to form an extended set of features for the labeled samples, wherein the labeled samples with the set of original features and the set of new features form a training data set for training a machine learning model.

Abstract: Autotrophic nitrogen fixation genes and an autotrophic nitrogenase expression cassette for plants and uses thereof are disclosed. Nitrogenase related genes of nitrogen fixation gene cluster from Paenibacillus sp. are specifically optimized by plant expression patterns through synthetic biology, to obtain autotrophic nitrogen fixation genes, which are then constructed into plant constitutive expression units. The expression units are assembled in a plant expression vector by isocaudarner cloning method and transformed into plants, thereby realizing autotrophic nitrogen fixation of the plants.

Abstract: The present disclosure provides a positive electrode of lithium-ion battery, an all-solid-state lithium-ion battery and a preparation method thereof, and an electrical device. The all-solid-state lithium-ion battery of the present disclosure includes a positive electrode, a solid electrolyte, and a negative electrode; wherein the positive electrode includes a positive electrode current collector and a positive electrode material layer provided on a surface of the positive electrode current collector, a positive electrode active material in the positive electrode material layer is a manganese oxygen compound; and the negative electrode includes a negative electrode current collector and a negative electrode material layer provided on a surface of the negative electrode current collector, a negative electrode active material in the negative electrode material layer is a titanium oxygen compound.

Abstract: Exemplary methods of electroplating a metal with a nanotwin crystal structure are described. The methods may include plating a metal material into at least one opening on a patterned substrate, where at least a portion of the metal material is characterized by a nanotwin crystal structure. The methods may further include polishing an exposed surface of the metal material in the opening to reduce an average surface roughness of the exposed surface to less than or about 1 nm. The polished exposed surface may include at least a portion of the metal material characterized by the nanotwin crystal structure. In additional examples, the nanotwin-phased metal may be nanotwin-phased copper.

Abstract: Embodiments herein describe computer-implemented methods, computer program products, and computer systems for determining record importance. The methods may include providing a first trained model having a first trained model accuracy. Further, the methods may include clustering the training data to generate clustered data groups, extracting a first clustered data group from the clustered data groups to identify first model test data, processing the first model test data using the first trained model to generate first trained model output data having first test data accuracy, and labeling the first clustered data group with a first record importance level based on a first comparison between the first trained model accuracy and the first test data accuracy. Further, the methods may include clustering the training data by processing the training data using hierarchical clustering to group the training data into the clustered data groups based on features corresponding to a hierarchy of importance.

Abstract: A method includes: receiving, by a computing device, an issue definition of an issue with software; generating, by the computing device and based on the issue definition, an urgency score for the issue, the urgency score representing an urgency of resolving the issue; generating, by the computing device and based on the issue definition, a complexity score for the issue, the complexity score representing a complexity of the issue; identifying, by the computing device using natural language processing and based on the urgency score and the complexity score, an assignee to address the issue, the assignee being a team member of a plurality of team members; recommending, by the computing device, to a user the assignee for assignment to address the issue; and tracking, by the computing device, progress of resolving the issue.

Abstract: Exemplary methods of electroplating include contacting a patterned substrate with a plating bath in an electroplating chamber, where the pattern substrate includes at least one opening having a bottom surface and one or more sidewall surfaces. The methods may further include forming a nanotwin-containing metal material in the at least one opening. The metal material may be formed by two or more cycles that include delivering a forward current from a power supply through the plating bath of the electroplating chamber for a first period of time, plating a first amount of the metal on the bottom surface of the opening on the patterned substrate and a second amount of the metal on the sidewall surfaces of the opening, and delivering a reverse current from the power supply through the plating bath of the electroplating chamber to remove some of the metal plated in the opening on the patterned substrate.

Abstract: A method and device for data transmission. The method comprises: a first device determines configuration information of a first resource, where the configuration information of the first resource comprises: cycle information of the first resource and information of the first resource; the first device transmits the configuration information of the first resource to multiple second devices; and the first device multicasts first information to the multiple second devices via the first resource. With the first device transmitting the first information to the multiple second devices in a multicasting manner, compared with the transmission of information in a unicasting manner, the redundancy of data transmitted is reduced, and the transmission efficiency is increased.

Abstract: The present disclosure provides novel and improved IL-15 fusion proteins for use in the treatment of cancer and other disorders. In various embodiments, the fusion proteins of the invention have two functional domains: an IL-15/IL-15R?Sushi domain (also referred to herein as an “IL-15/IL-15R?Sushi complex”) and an antibody domain, each of which can take different forms, and configured such that the IL-15 is fused to the C-terminal of the antibody domain and co-expressed and non-covalently complexed with IL-15R?Sushi. Importantly, the fusions proteins of the present invention address several of the limitations observed with the IL-15 therapeutics evaluated to date; specifically, the fusion proteins demonstrate extended the half-life of IL-15 in vivo, and demonstrate optimized preclinical activity compared to rIL-15 or related cytokine therapeutics.

Abstract: An embodiment includes parsing conversation data to extract a message dataset and a user dataset. The embodiment classifies the message dataset into a category using machine learning processing and identifies the category as a top category based at least in part on an amount of the conversation data associated with the category. The embodiment generates impact data associated with the user dataset based on actions in the conversation data by the user. The embodiment generates role data associated with the user by applying a rule to the conversation data for the user. The embodiment generates key index data associated with the message dataset by identifying interactions with a message represented by the message dataset. The embodiment generates output data arranged according to a specified data format that is compatible with a user interface.

Abstract: Embodiments of the present disclosure provide a method, an apparatus, and a terminal for service transmission. The method includes determining which service is allowed to be transmitted on configured grant resource, according to a first indication information. By determining the service allowed to be transmitted on the configured grant resource, the mapping relationship between service types and uplink grant types is specified.

Abstract: The present disclosure provides a method and an apparatus for random access in a wireless communication system, as well as a user terminal. The method includes: receiving indication information transmitted from a radio base station, the indication information instructing a user terminal to initiate a random access; determining a target Physical Random Access Channel (PRACH) resource from available resources based on a current coverage level and resource information carried in the indication information, the target PRACH resource being used for transmitting a PRACH signal for initiating the random access; and re-determining, in response to a failure to initiate the random access over the target PRACH resource, the target PRACH resource from the available resources based on an updated coverage level and the resource information, and transmitting the PRACH signal over the re-determined target PRACH resource.

Abstract: A method for receiving an audiovisual data set that includes audio and/or visual content, receiving a topical data set that includes an indication of, at least, the plurality of topics and the plurality of subtopics, receiving a time mapping data set that maps each topic and subtopic to an associated time point in the audio and/or visual content, creating a mind map diagram, and presenting the mind map to a user.

Abstract: Performing predictive analysis on running batch jobs is provided. A series of batch end time predictive models is retrieved according to a sequence of milestone jobs in a batch of jobs. Retrieved batch end time predictive models are assembled into an aggregate batch end time predictive model to increase accuracy and stability of an end time prediction of the batch of jobs. The aggregate batch end time predictive model is utilized to predict an end time of the batch of jobs during running of the batch of jobs to form a predicted end time of the batch of jobs.

Abstract: Provided are a wireless communication method and a device. The wireless communication method includes: determining a target uplink channel based on an overlapping situation of at least two types of uplink channels to be transmitted, if at least two types of uplink channels to be transmitted are overlapped, wherein the at least two uplink channels to be transmitted are respectively used for transmitting part or all of information carried by the at least two types of uplink channels; and transmitting the target uplink channel, wherein the target uplink channel is used for transmitting part or all of information carried by the at least two uplink channels to be transmitted. The at least two uplink channels to be transmitted are multiplexing channels of the at least two types of uplink channels respectively.

Abstract: The present application discloses a DAI configuration method and device, a DAI indication method and device, a DAI sending method and device, and a medium, which relate to the field of mobile communications. The DAI configuration method comprises: determining a first bit of a first counting DAI in a first DCI format; receiving configuration information, the configuration information being used for configuring a second bit of a second counting DAI in a second DCI format, the PDSCH receipt or the SPS release scheduled in the first DCI format and the PDSCH reception or the SPS release scheduled in the second DCI format feeding back HARQ-ACK in the same HARQ-ACK codebook. Furthermore, the first bit and the second bit are the same, and when subsequently determining the position of HARQ-ACK according to a counting DAI field, a terminal device can ensure the accuracy of determining the position of HARQ-ACK.

Abstract: Embodiments of the present disclosure generally relate to systems and methods for calibrating light-emitting diode (LED) light engines. The systems and methods described herein include characterizing the performance of a red-green-blue (RGB) LED light engine so as to enable the display of calibrated, dimensionless output values that accurately reflect a perceived brightness of illumination generated by the light engine for a specific output color.

Abstract: A fill limit vent valve for a fuel system includes a housing assembly, an outlet port and a flow dam. The housing assembly has a main housing including a cylindrical body and an upper housing portion. The upper housing portion has a lower wall that defines an orifice and an outer cylindrical wall that defines an upper housing chamber. The outlet port is formed on the main housing and fluidly communicates fuel vapor out of the fill limit valve. The orifice is offset from a centerpoint of the lower wall in a direction away from the outlet port. The flow dam extends from the lower wall into the upper housing chamber and connects on opposite ends to the outer cylindrical wall. The flow dam and upper housing chamber cooperating to form a liquid trap that mitigates the possibility of liquid fuel from reaching the outlet port from the orifice.