Abstract: A specific architecture is proposed that utilizes two models being operated in parallel as an ensemble model approach based on Applicant's testing with physical machines. The ensemble model approach is provided as a physical system that operates two models simultaneously, both models being trained as candidate models. Both models are utilized during inference time separately to optimize a loss function (e.g., MAE performance), and during inference, the model with a superior MAE performance is used to control ATM replenishment control signal generation. The two models being used together include a first model, a fully connected neural network data architecture, and a second model, a tree-based learning algorithm provided as a gradient boosting framework (e.g., the Light Gradient-Boosting Machine, also known as the LightGBM). From a practical perspective, the ensemble models can be operated with a prediction buffer configured to allow for specific parameter tuning.

Abstract: The present disclosure provides an accident warning method, apparatus, storage medium, controller, and vehicle. According to the accident warning method proposed by the present disclosure, in response to detecting that the host vehicle has been involved in a traffic accident, accident warning information corresponding to the traffic accident is generated, wherein the accident warning information comprises the accident location associated with the traffic accident. The accident warning information is sent to a navigation server, such that the navigation server sends the accident warning information to vehicles to be warned that are about to pass through the accident location. In this way, vehicles approaching the accident location can be warned in advance when a traffic accident occurs, thereby improving driving safety.

Abstract: Disclosed herein are adiponectin receptor agonists and methods of using the same for the treatment of inflammation or bone loss in a subject.

Abstract: An invisible slider with a puller capable of being arbitrarily suspended includes a slider body, a puller, and an end pressing member, wherein the slider body includes a base portion, a top surface of the base portion is provided with a guide column, a left stopper and a right stopper, a front end of the end pressing member is a pressed part, a rear end of the end pressing member is a pressing part, the rotating shaft of the puller is in contact with the pressing part and the guide column under the pressing of the pressing part, and a frictional force is present between the rotating shaft of the puller and the pressing part and between the rotating shaft of the puller and the guide column, the frictional force allowing the puller to rotate to any angle to be suspended.

Abstract: Since defect areas in collected hydro turbine defect images account for a small proportion and there is a significant color difference between surrounding background and defects, which creates too much redundant information and greatly affects detection speed, a method for detecting defects in a hydro turbine top cover based on an improved YOLOv8 model involves first cropping collected defect images to obtain cropped images, then expanding the cropped images by image enhancement techniques such as image flipping and image blurring to obtain a training dataset. A defect detection network based on YOLOv8-CBAM is constructed and trained to generate a defect detection model for detecting the defects in the hydro turbine top cover. The method achieves high precision in defect detection for the hydro turbine top cover.

Abstract: A zipper slider with an automatic resetting and locking function comprises an upper plate and a lower plate, further comprises a torsion member, an elastic piece, a first elastic member and a second elastic member, the elastic piece is provided with an acting end and a locking pin end, the torsion member is movably connected to the upper plate and located above the elastic piece; a bottom of the torsion member is provided with an avoidance notch adapted to the acting end, and torsion of the torsion member can drive the second elastic member to undergo elastic deformation; a user only needs to twist the torsion member while pulling the zipper slider in the present invention, and the user releases the hand, the zipper slider automatically resets to be locked, this increases the unlocking difficulty and reduces the probability of articles being stolen.

Abstract: Provided is an OLED display panel, the OLED display panel includes a touch layer, wherein the touch layer includes a via hole structure including: a first conductive layer, an interlayer insulating layer, and a second conductive layer that are sequentially arranged, wherein the interlayer insulating layer is provided with a via hole, the second conductive layer is overlapped with the first conductive layer by the via hole, and at least part of a surface, in contact with the second conductive layer, of the interlayer insulating layer is uneven; wherein the uneven surface has a roughness in a value range of 0.05d?r?0.19d, where r represents the roughness, and d represents a thickness of the interlayer insulating layer, the roughness of the uneven surface being a distance between a top of convex and a bottom of concave in the uneven surface.

Abstract: A restructurable hybrid-wing VTOL aircraft includes a fuselage, two wings, two canard wings and a cabin door. The two wings are provided to opposite sides of the fuselage. Each the wing is provided vertically and symmetrically by two rotary wing modules, and thus an H configuration to the fuselage can be formed. While the lower rotary wing module rotates to align the corresponding wing, a change of relative position with respect to the upper rotary wing module can be generated. Through the rotation of the lower rotary wing module, the vertical surface thereof would be transformed into a lift surface for enlarging the aspect ratio of the wing to improve the corresponding lift-drag ratio. Thereupon, a disadvantage of hyper flight-directional stability to the H-configured tail seat-type aircraft caused by the vertical area of the aircraft can be reduced, and so the tail-seat type aircraft can slide to emergency land.

Abstract: Disclosed herein are adiponectin receptor agonists and methods of using the same for the treatment of inflammation or bone loss in a subject.

Abstract: Disclosed herein are adiponectin receptor agonists and methods of using the same for the treatment of inflammation or bone loss in a subject.

Abstract: The invention relates to the field of superconducting integrated circuits. The invention includes an integrated circuit device comprising a substrate, a Josephson junction on the substrate, external electrodes on the substrate and spaced apart from the Josephson junction, and bridge connections connecting the Josephson junction to the external electrodes. The invention also includes a method for manufacturing such an integrated circuit device.

Abstract: Provided are a gas processing system, a control method thereof, and an electrical device. The gas processing system includes: a gas storage container, a controller, and a switch component. The gas storage container has a first gas flow branch configured for communicating with a battery box and supplies a dry gas to the battery box. The controller can acquire a state parameter of a gas in the battery box. The switch component is arranged on the first gas flow branch and can switched between a first state, in which the first gas flow branch is turned on, and a second state, in which the first gas flow branch is blocked. The controller is in communication connection with the switch component, and can control the switch component to be switched from the second state to the first state when the state parameter of the gas acquired satisfies a preset condition.