Abstract: The present disclosure discloses a method for alleviating a leakage degradation effect of a GaN device.

Abstract: Systems and methods for enhanced information retrieval in retail fulfillment operations are provided. An ontology-based knowledge graph is integrated with structured query generation for submission to a large language model. Multi-hop queries across varied data sources are performed while maintaining high accuracy and precision. In examples, a three-stage query processing pipeline generates ontology-aligned queries, performs relationship mismatch resolution, and validates attribute references. This structured approach enables precise traversal of object relationships and systematic data aggregation.

Abstract: The compositions and methods disclosed relate to DNA compositions, plant cells, seeds, plant parts that relate to maize plants with increased grain yield trait. Also provided are assays for detecting the presence of the maize DP-202216-6 event based on the DNA sequence of the recombinant construct inserted into the maize genome and the DNA sequences flanking the insertion site. Kits and conditions useful in conducting the assays are provided.

Abstract: A code recommendation method includes obtaining code generation information, where the code generation information is used to describe a programming task of a code; generating at least one candidate code based on the code generation information; determining a to-be-fixed candidate code from the at least one candidate code, where the to-be-fixed candidate code includes an erroneous parameter, and the erroneous parameter does not meet at least one of a syntax constraint or a semantic constraint of a programming language corresponding to the programming task; fixing the erroneous parameter included in the to-be-fixed candidate code to obtain a fixed candidate code; and recommending the fixed candidate code and an unfixed candidate code in the at least one candidate code, where the unfixed candidate code is different from the to-be-fixed candidate code.

Abstract: An infusion system is provided and includes: a three-way valve, provided with a first liquid inlet for an intravenous infusion liquid, a second liquid inlet configured for a syringe liquid and a liquid outlet communicating with a venipuncture needle; an information matching structure, including a first identification code configured for identifying identity information of the three-way valve and an identifier configured for identifying the first identification code; a detection structure, including a first flow sensor configured for detecting a liquid flow rate at the first liquid inlet, a second flow sensor configured for detecting a liquid flow rate at the liquid outlet and a pressure sensor configured for detecting a pressure at the liquid outlet; and a controller, is capable of acquiring identity information, flow and pressure information, recording the information to corresponding identity information items and giving an alarm when the information is abnormal.

Abstract: A venous occluder is provided, which includes a first occluder and a second occluder. Each of the first occluder and the second occluder includes a catheter, a guide wire, a balloon, and a handle part. The guide wire is arranged inside the catheter, and the balloon and the handle part are arranged outside the catheter. The balloon is arranged at a front end of the catheter, and the handle part is arranged at a rear end of the catheter. A diameter of the second occluder, except for the handle part, is smaller than that of the catheter of the first occluder, and the part of the second occluder, except for the handle part, can pass through the catheter of the first occluder. Meanwhile, tumor thrombus located in the inferior vena cava or the hepatic vein can be pushed into the extent of hepatectomy.

Abstract: A debridement device for human diseased tissue is provided, including an insertion tube, a rotary cutting head and an operating handle. The insertion tube includes an inner tube and an outer tube sleeved outside the inner tube, a dirt suction chamber is formed in the inner tube, and an irrigation chamber is formed between the inner tube and the outer tube. The rotary cutting head includes a housing and a rotary cutter head arranged in the housing. An interior of the housing communicates with the dirt suction chamber, a rotary cutting opening for exposing the rotary cutter head is formed in the housing, and a notch corresponding to the rotary cutting opening is formed in the outer tube. The operating handle is connected with the insertion tube and the rotary cutting head.

Abstract: The present disclosure provides methods and compositions for producing, detecting and selecting soybean plants and seeds having high seed oil using markers genetically linked to an MFT gene and ingrogressing a high oil MFT allele into soybean plants. The present disclosure also provides soybean plants, plant cells, seed, and grain having increased seed oil content comprising polynucleotides encoding modified MFT polypeptides and methods to increase seed oil content in plants.

Abstract: Disclosed are systems and methods for detecting traffic violations using one or more mobile detection devices. Videos captured by one or more mobile detection devices can be processed on the mobile detection devices to extract data and information concerning a potential traffic violation involving a vehicle and a restricted road area. The mobile detection devices can transmit such data and information to a server configured to make a determination as to whether a traffic violation has occurred by comparing the data and information received from the mobile detection devices.

Abstract: A code management method is provided that includes receiving an input task description, decomposing the task description into a plurality of subtask descriptions, and generating code for a plurality of subtasks based on the plurality of subtask descriptions, where the code for the plurality of subtasks corresponds one-to-one to the plurality of subtask descriptions. A task is decomposed into a plurality of general-purpose tasks or atomic tasks (i.e., tasks that do not support further decomposition) by introducing decomposition of a task description to improve accuracy of code generation in a complex multi-step task, achieve a favorable code generation effect, and meet a service requirement.

Abstract: System apparatus, article of manufacture, method and/or computer program embodiments are provided for detecting and monitoring compliance matters. An example method may include obtaining a first set of image data corresponding to an environment from one or more image sensors; processing the first set of image data using a first machine learning algorithm to yield annotated image data that identifies at least one object within the environment; processing the annotated image data using a second machine learning algorithm to determine one or more attributes associated with the at least one object within the environment; and generating, based on the one or more attributes, an evidence package corresponding to the at least one object within the environment, the evidence package being configured to facilitate a determination of one or more action items associated with the at least one object.

Abstract: The present disclosure discloses a fuel pump assembly, including a flange, a pressure regulator, an ejector pump assembly, a pump core, a coarse filter, a fuel reservoir, a level sensor, several corrugated hoses, and suction pipes. The pump core has two outlet conduits, one connected to the flange, and the other connected to the ejector pump assembly. The pressure regulator is installed in the flange; when the pressure in the fuel passage is too high, the fuel flows into the fuel reservoir through the pressure regulator. The ejector pump assembly has at least two suction pipes. The ends of the at least two suction pipes are respectively located at the bottoms of the front and rear ends of the fuel tank. This arrangement can significantly improve the stability of fuel supply when driving on long slopes, thus increasing the vehicle's driving range.

Abstract: The present disclosure provides methods and compositions for producing, detecting, and selecting soybean plants and seeds comprising at least one high protein CCT (CONSTANS, CO-like and TOC1) domain containing variant allele and introgressing the high protein CCT variant allele into soybean plants. The present disclosure also provides methods and compositions for producing, detecting, and selecting soybean plants producing seeds having a high protein content including breeding methods for introgressing high protein alleles into soybean plants using marker assisted selection using markers linked to or associated with high protein CCT in soybean.

Abstract: A rolling bearing includes an outer ring having an outer surface configured to be fitted into a first component, an inner ring having an inner surface configured to be fitted onto a second component, at least one rolling element arranged between the outer ring and the inner ring, and an antimony-free composite coating comprising a binder and a solid lubricant on the outer surface of the outer ring and/or the inner surface of the inner ring.

Abstract: Disclosed herein are systems and methods for alleviating traffic congestion within an enforcement zone. In some embodiments, a system for alleviating traffic congestion within an enforcement zone comprises a server and a plurality of edge devices coupled to carrier vehicles deployed within the enforcement zone. The edge devices can be configured to capture videos of vehicles that may be subject to the traffic congestion pricing policy and to determine their locations, license plate numbers, and certain vehicle attributes using certain sensors on the edge devices and deep learning models running on the edge devices. The edge devices can also be configured to transmit evidence packages to the server concerning such vehicles. The server can be configured to evaluate the evidence packages received from the edge devices and prepare final evidence packages concerning the vehicles for further review and processing.

Abstract: A rolling bearing includes an outer ring having an outer surface configured to be fitted into a first component, an inner ring having an inner surface configured to be fitted onto a second component, at least one rolling element arranged between the outer ring and the inner ring, and a polymer composite sheet bonded on the outer surface of the outer ring and/or the inner surface of the inner ring by a bonding agent, where the polymer composite sheet includes at least one perfluoroalkyl and/or polyfluoroalkyl component.

Abstract: A rolling bearing includes an outer ring having an outer surface configured to be fitted into a first component, an inner ring having an inner surface configured to be fitted onto a second component, at least one rolling element arranged between the outer ring and the inner ring, and an antimony-free composite coating on the outer surface of the outer ring and/or the inner surface of the inner ring. The antimony-free composite comprises a binder and polytetrafluorethylene as a solid lubricant.

Abstract: Disclosed herein are systems, methods, and devices for detecting traffic lane violations. In one embodiment, a method for detecting a potential traffic violation is disclosed comprising bounding a vehicle detected from one or more video frames of a video in a vehicle bounding box. The vehicle can be detected and bounded using a first convolutional neural network. The method can also comprise bounding, using the one or more processors of the edge device, a plurality of lanes of a roadway detected from the one or more video frames in a plurality of polygons. The plurality of lanes can be detected and bounded using multiple heads of a multi-headed second convolutional neural network. The method can further comprise detecting a potential traffic violation based in part on an overlap of at least part of the vehicle bounding box and at least part of one of the polygons.

Abstract: Provided is a method for producing plants having seeds with an increased protein and/or oil content using mutagenesis and non-destructive chemical analysis. Additionally, provided are methods for identifying causative mutations associated with increased protein and/or oil content and methods of generating plants having the causative mutations associated with increased protein and/or oil content.