Abstract: A display substrate and a display device. The display substrate includes a base substrate and a plurality of sub-pixels arranged on the base substrate. A plurality of sub-pixel driving circuitries in the plurality of sub-pixels is arranged in columns, the columns of sub-pixel driving circuitries are divided into a plurality of column units, and each column unit includes at least two adjacent columns of sub-pixel driving circuitries. The display substrate further includes a first initialization signal transmission layer including a first initialization bus and a plurality of first initialization branches. The first initialization branch includes a first branch body member and a plurality of first branch extending members. The first branch body member is coupled to the sub-pixel driving circuitries in a corresponding column unit through the plurality of first branch extending members.

Abstract: A hydraulic system for a work machine comprising a priority circuit including at least a first priority actuator and a priority control valve for controlling the supply of hydraulic fluid to the first priority actuator and for providing a load sense signal indicative of the load acting on the first priority actuator; an auxiliary circuit including at least a first auxiliary actuator and at least a first auxiliary control valve for controlling the supply of hydraulic fluid to the first auxiliary actuator; at least a first pump for producing a flow of hydraulic fluid; and a priority valve for distributing the flow from the pump to the priority circuit and auxiliary circuit for operating the respective actuators thereof, with priority being given to the priority circuit as a function of the load sense signal.

Abstract: Enhanced pesticidal compositions as well as adjuvants and methods for enhancing pesticidal compositions are provided. Combinations of adjuvants and aliphatic acids which, in combination, can provide improved penetration of aliphatic acids and/or pesticidal active ingredients through waxy plant cuticles (e.g. leaf cuticles) are provided. The adjuvants may comprise non-ionic surfactants, such as ethoxylated fatty alcohols and/or alky aryl polyethoxy late. The aliphatic acids may comprise C4-C12 saturated or unsaturated aliphatic acids, such as trans-2-hexenoic acid, trans-3-hexenoic acid, 5-hexenoic acid, and/or 3-nonenoic acid. The pesticidal active ingredients may comprise strobilurins, and/or azoles, such as pyraclostrobin, azoxystrobin, epoxiconazole, and/or prothioconazole.

Abstract: A method for observing a per unit yield of wheat based on computer vision and deep learning technology, including: acquiring wheat spike images and coordinate position data; calculating a camera parameter, and performing a distortion correction and a cropping on the images; performing a wheat spike recognition on the wheat spike image by using a deep learning target recognition model; performing a wheat spike recognition on the wheat spike image by using a trained deep learning target recognition model 1 and cropping a wheat spike from the wheat spike image; performing a wheat grain recognition on the wheat spike image by using a trained deep neural network target recognition model 2; calculating a number of spikes per unit area in a same wheat field by using a corrected wheat spike image and a recognized wheat spike; calculating a number of effective grains of spikes in same wheat field by using the corrected wheat spike image and a recognized wheat grain; predicting thousand-grain weight according to the nu

Abstract: A modified green coke material, a method for preparing the modified green coke material, and an application of the modified green coke material are provided. A sum of percentages of a long fibrous structure and a broad-domain structure in a polarized microstructure of the modified green coke material is in a range of 55˜99%, and a percentage of volatile components in the modified green coke material is in a range of 1%?volatile components matter<5%.

Abstract: Systems and methods for determining the health status of a retina of a subject. An optical coherence tomography (OCT) volume image of a retina of a subject may be received. A health indication output is generated, via a deep learning model, using the OCT volume image. The health indication output indicates a level of association between the OCT volume image and a selected health status category for the retina. A map output for the deep learning model is generated using a saliency mapping algorithm, generating a map output for the deep learning model using a saliency mapping algorithm. The map output indicates a level of contribution of a set of regions in the OCT volume image to the health indication output generated by the deep learning model.

Abstract: A direct current induced draft fan includes: a volute, a wind wheel, a motor, and a locking assembly. The motor includes a motor body and a motor controller. The motor is disposed on the top of the volute, and the wind wheel is disposed in the volute. The motor is configured to drive the wind wheel to rotate. The motor controller is disposed on one side of the motor body and is fixed on the motor body through the locking assembly. The side wall of the motor controller extends from the motor body towards the volute.

Abstract: Systems and methods for annotating medical images using an artificial intelligence (AI)-enabled workflow are disclosed herein. In some example embodiments, an image of a sample may be labeled using an annotation generated by a neural network The annotation may represent a feature in the image. In some instances, the labeled image may be reviewed by laypersons and/or experts for accuracy and/or completeness, and the labeled image may be updated based on the review to generate an annotated image.

Abstract: A volute assembly includes a volute body, a cover plate, and a seal. The volute body includes a top plate, a side plate protruding axially from an edge of the top plate, a cavity formed by the top plate and the side plate, and an exhaust duct disposed on the side plate and communicating with the cavity. The side plate includes a first bottom edge and a plurality of clamping blocks disposed at intervals on the first bottom edge. The cover plate includes a bottom plate and an annular sleeve surrounding the bottom plate. The annular sleeve includes a second bottom edge and a flange protruding from the second bottom edge. The flange includes a plurality of buckles disposed at intervals. The seal is disposed around the annular sleeve and is supported by the flange. The side plate is matched with the annular sleeve in shape.

Abstract: An automatic transport device for cleaning machines includes a transport base. A lifting-lowering assembly and a tray are provided on the transport base. The tray is connected to the transport base through the lifting-lowering assembly, and can be driven by the lifting-lowering assembly to reciprocate in a height direction. A top surface of the tray is provided with a translation assembly for transferring the shelf to the transport platform. A first mounting cavity is provided at each of front and rear ends of the tray. The translation assembly is connected to a side wall of the first mounting cavity. A second mounting cavity is provided at each of right and left ends of the tray. The second mounting cavity is provided with a limiting assembly, a lifting-lowering sensing assembly and a distance sensing assembly. An interactive system is provided in the transport base.

Abstract: The present disclosure provides an adapter connector assembly, an electrical connector plug, and an electrical connector kit. One end of the adapter connector assembly is configured for adaptive installation of a cable entry system, and the adapter connector assembly includes a mounting frame and a housing that can be assembled together. An upper portion of the mounting frame is configured to be assembled with the cable entry system, and the housing has a first and second open ends opposite each other and a cavity extending between the first and second open ends and for accommodating at least part of the mounting frame. The adapter connector assembly provided herein enables the combined use of the cable entry system and a connector, and thus broadens a cable application scope of the connector and increases a service life of cables mounted to the connector.

Abstract: Systems and methods for learning from mistakes to improve detection rates of Machine Learning (ML) models. The systems and methods including receiving data with labels; running the data through a trained ML model for predictions; identifying errors in the predictions based on the labels received with the data; adjusting weights associated with samples in the data based on the identified errors; and retraining the ML model with the adjusted weights.

Abstract: Systems and methods for identifying incorrect labels and improving label correction for machine learning for security. The systems and methods including receiving data with labels; training one or more Machine Learning (ML) models to label the received data; identifying disagreements between the labels provided by the one or more ML models and the labels received with the data; and providing one or more groups of the data for review for incorrect labels.

Abstract: An automatic transport device for cleaning machines includes a transport base. A lifting-lowering assembly and a tray are provided on the transport base. The tray is connected to the transport base through the lifting-lowering assembly, and can be driven by the lifting-lowering assembly to reciprocate in a height direction. A top surface of the tray is provided with a translation assembly for transferring the shelf to the transport platform. A first mounting cavity is provided at each of front and rear ends of the tray. The translation assembly is connected to a side wall of the first mounting cavity. A second mounting cavity is provided at each of right and left ends of the tray. The second mounting cavity is provided with a limiting assembly, a lifting-lowering sensing assembly and a distance sensing assembly. An interactive system is provided in the transport base.

Abstract: A vascular implant and a medical device. The vascular implant includes a tubular implant main segment (100, 400) braided from two or more interlaced wires (130, 132, 134, 136, 138) and having a first end (120, 420) and a second end (110, 410), which are located at two ends of g an axis of the implant main segment. The first end (120, 420) includes a plurality of looped-back rings (122, 124, 422, 424). The second end (110) includes a plurality of first joint portions (112), each of which is a non-invasive joint portion formed by joining at least two of the wires (130, 132, 134, 136, 138). At least one of the two or more wires (130, 132, 134, 136, 138) includes core and a jacket surrounding the core. The ends of the vascular implant will cause less damage to the wall of a blood vessel, and the implant provides improved stability and radiopacity.

Abstract: Automated material welding including starting a welding operation, scanning a weld in-progress, creating a simulation of the weld in-progress, detecting a flaw in the weld in-progress according to the scanning and the simulation, remediating the weld in-progress, and completing the welding operation.

Abstract: A display substrate, a method for fabricating the same, and a display panel are provided. The display substrate includes: a substrate, and a first conductive layer, at least two insulation layers, and a second conductive layer, the second conductive layer being electrically connected with the first conductive layer through via-holes, and the at least two insulation layers including a first insulation layer in contact with the first conductive layer, wherein the display substrate further includes an assisting alignment structure on the surface of the first insulation layer, and the orthographic projection of the assisting alignment structure surrounds at least part of the edge of the orthographic projection of the first via-hole in the first insulation layer on the substrate, so that the orthographic projection of the first via-hole on the first conductive layer lies within the pattern of the first conductive layer.

Abstract: A mood lamp with dynamic effect and a vehicle provided with the mood lamp may include a bracket mounted on a vehicle body; a cover provided on the bracket and used to form an appearance of the mood lamp; a light guide plate provided in an accommodation space formed by the cover and the bracket, adjacent to the cover, and including a surface close to the cover and including an uneven wave pattern, wherein a metal plating layer is provided on the surface including the wave pattern; a light source provided in the accommodation space to be close to one side of the light guide plate and far away from the other side of the light guide plate; and a light reflection film provided in the accommodation space and reflecting a light emitted by the light source to a surface of the light guide plate far away from the cover.

Abstract: A system and method for secure cloud storage of client-side encrypted data using a hierarchical encryption structure and a hierarchical storage structure to provide hierarchical key management and hierarchical data access.