Abstract: The various embodiments disclosed herein relate to bone fixation devices, including intramedullary fixation or fusion devices. The various devices disclosed include an intermedullary device having a proximal member and a distal member that is articulable in relation to the proximal member. The proximal and distal members have ends that are movably coupled to form a joint that can be actuated to reduce a fracture and realign the bone after insertion of the device into the bone.

Abstract: Certain aspects of the present disclosure provide techniques for electric vehicle charging management. In some examples, a method includes detecting a charge session associated with a charging station; generating an encoded identification message that includes an identifier and sending the encoded identification message to the charging station, the encoded identification message configured to cause the vehicle connected to the charging station to alter a battery charging rate based on the identifier; receiving telematics data from the vehicle, the telematics data including the battery charging rate; decoding the identifier from the battery charging rate; and assigning the charge session to an account associated with the vehicle based on the decoded identifier.

Abstract: Various bone fixation device embodiments include both a fixation device (such as a screw) and a detachable driver device, with the fixation device having an elongate uncannulated fixation shaft, a sharp distal tip, and a proximal head having a first coupling structure and a proximal flat surface, and the detachable driver device having an elongate driver shaft and a distal head having a second coupling structure and a distal flat surface. Further implementations include a combination device comprising both a detachable driver device and a fixation device, along with related systems and methods. In addition, a stabilization device is provided that can be coupled to a detachable driver device and an attachment device to help maintain the coupling of the driver device and the attachment device and help to maintain the coupling thereof during a procedure.

Abstract: A crop prediction system performs various machine learning operations to predict crop production and to identify a set of farming operations that, if performed, optimize crop production. The crop prediction system uses crop prediction models trained using various machine learning operations based on geographic and agronomic information. Responsive to receiving a request from a grower, the crop prediction system can access information representation of a portion of land corresponding to the request, such as the location of the land and corresponding weather conditions and soil composition. The crop prediction system applies one or more crop prediction models to the access information to predict a crop production and identify an optimized set of farming operations for the grower to perform.

Abstract: A computing device may authenticate a user of the computing device as an authorized user. The computing device may, in response to authenticating the user of the computing device as the authorized user, transition from a locked state to an unlocked state. The computing device may, in response to authenticating the user of the computing device as the authorized user, determine one or more computing devices that are proximate to the computing device. The computing device may, in response to determining the one or more computing devices that are proximate to the computing device, send to each of the one or more computing devices an indication of successful user authentication by the computing device to enable each of the one or more computing devices to transition from the locked state to the unlocked state without performing user authentication.

Abstract: A discrete VRM card includes a first VRM controller and a second VRM controller. The discrete VRM card also includes a first primary power stage, a second primary power stage, and an adaptable spare stage. The discrete VRM card includes a first switch and a second switch. Closing the first switch connects the adaptable spare converter with an output of the first primary power stage. Closing the second switch connects the adaptable spare converter an output of the second primary power stage.

Abstract: Provided are computing systems, methods, and platforms that automatically produce production-ready machine learning models and deployment pipelines from minimal input information such as a raw training dataset. In particular, one example computing system can import a training dataset associated with a user. The computing system can execute an origination machine learning pipeline to perform a model architecture search that selects and trains a machine learning model for the training dataset. Execution of the origination machine learning pipeline can also result in generation of a deployment machine learning pipeline configured to enable deployment of the machine learning model (e.g., running the machine learning model to produce inferences and/or optionally other tasks such as re-training and/or re-tuning the model).

Abstract: A method for managing a longitudinal position a follower aircraft following a leader aircraft by: obtaining a position and speed of the leader aircraft and a real longitudinal position and speed of the follower aircraft; determining a target longitudinal position of the follower aircraft with respect to the longitudinal position of the leader aircraft; calculating a difference between the target longitudinal position of the follower aircraft and the real longitudinal position of the follower aircraft; comparing the value of the difference with at least one predefined threshold; choosing a control law for controlling the speed of the follower aircraft, from among at least two separate control laws, on the basis of the comparison; and, applying the chosen control law so as to manage the real longitudinal position of the follower aircraft with respect to the position of the leader aircraft.

Abstract: Noise reduction in a robot system includes the use of a gesture library that pairs noise profiles with gestures that can be performed by the robot. A gesture to be performed by the robot is obtained, and the robot performs the gesture. The robot's performance of the gesture creates noise, and when a user speaks to the robot while the robot performs a gesture, incoming audio includes both user audio and robot noise. A noise profile associated with the gesture is retrieved from the gesture library and is applied to remove the robot noise from the incoming audio.

Abstract: A system for assisting formation flight, on board a follower aircraft, determines an estimated position of a wake vortex generated by a leader aircraft and inducing an upward airflow. The system determines a first trajectory, intended to be followed by the follower aircraft, as a trajectory for approaching and tracking the wake vortex, while remaining outside a potential discomfort window. The system determines a second trajectory corresponding to a phantom aircraft as if the follower aircraft is permanently in an optimal position relative to the wake vortex. The system assesses future overshoots of the phantom aircraft relative to maneuvering capabilities of the follower aircraft and to passenger comfort rules. The system possibly modifies the first trajectory as a function of the assessed overshoots.

Abstract: Certain aspects of the present disclosure provide techniques electric vehicle charging management. In one example, a method includes: detecting a connection between an electric vehicle supply equipment and an electric vehicle; receiving image data depicting an electric vehicle charging scene; determining one or more candidate vehicles in the image data; for each respective candidate vehicle of the one or more candidate vehicles in the image data, determining one or more vehicle characteristics associated with the respective candidate vehicle; associating one candidate vehicle of the one or more candidate vehicles with the electric vehicle based on one or more vehicle characteristics associated with the one candidate vehicle; determining if a user account is associated with the one candidate vehicle associated with the electric vehicle; and determining a charging authorization decision for the electric vehicle.

Abstract: Pre-erythrocytic malaria vaccines with good preservation stability and immunostimulatory action are provided. According the present invention, combination use of a pharmaceutical composition comprising (4E,8E,12E,16E,20E)-N-{2-[{4-[(2-amino-4-{[(3S)-1-hydroxyhexan-3-yl]amino}-6-methylpyrimidin-5-yl)methyl]benzyl}(methyl)amino]ethyl}-4,8,12,17,21,25-hexamethylhexacosa-4,8,12,16,20,24-hexaeneamide, or a pharmaceutically acceptable salt thereof, as a vaccine adjuvant with enhanced specific immune response against antigens and good preservation stability and a malaria vaccine with biological activity allow for the provision of pre-erythrocytic malaria vaccines with good preservation stability and immunostimulatory action.

Abstract: Malaria transmission-blocking vaccines with good preservation stability and immunostimulatory action are provided. According the present invention, combination use of a pharmaceutical composition comprising (4E,8E,12E,16E,20E)-N-{2-[{4-[(2-amino-4-{[(3S)-1-hydroxyhexan-3-yl]amino}-6-methylpyrimidin-5-yl)methyl]benzyl}(methyl)amino]ethyl}-4,8,12,17,21,25-hexamethylhexacosa-4,8,12,16,20,24-hexaeneamide, or a pharmaceutically acceptable salt thereof, as a vaccine adjuvant with enhanced specific immune response against antigens and good preservation stability and a malaria vaccine with non-glycosylation, homogeneity, and biological activity allow for the provision of malaria transmission-blocking vaccines with good preservation stability and immunostimulatory action.

Abstract: A system for aiding formation flying of a follower aircraft with respect to a wake vortex from a leader aircraft comprises a controller and at least one accelerometer installed on the follower aircraft. The controller receives acceleration measurements performed by the at least one accelerometer and processes the measurements to obtain a value representative of vibrations generated by the wake vortex from the leader aircraft. The controller compares the value with at least one predetermined threshold representative of excessive vibrations with regard to location of the at least one accelerometer on the follower aircraft. One or more notifications, such as alerts, are generated based on the result of the comparison. It is easier to position the follower aircraft in formation flying to benefit from a rising airflow phenomenon brought about by the wake vortex from the leader aircraft.

Abstract: Noise reduction in a robot system includes the use of a gesture library that pairs noise profiles with gestures that can be performed by the robot. A gesture to be performed by the robot is obtained, and the robot performs the gesture. The robot's performance of the gesture creates noise, and when a user speaks to the robot while the robot performs a gesture, incoming audio includes both user audio and robot noise. A noise profile associated with the gesture is retrieved from the gesture library and is applied to remove the robot noise from the incoming audio.

Abstract: Systems, devices, and methods for operating a jack are described herein. A connector for a jack has an elongated member that extends along a longitudinal axis from a first end to a second end. The elongated member has a driver connection portion at the first end to engage with a driver and a jack connection portion at the second end to engage with the jack. The driver and jack connection portions can each be openings that extend along the longitudinal axis from the first end to the second end to form a channel. The elongated member has a first pair of openings in a wall of the elongated member, the first pair of openings each along a first transverse axis and dimensioned to receive a first projection for securing the connector to the jack. In some embodiments, the elongated member has a second pair of openings in the wall.

Abstract: Noise reduction in a robot system includes the use of a gesture library that pairs noise profiles with gestures performed by the robot. A gesture to be performed by the robot is obtained, and the robot performs the gesture. The robot's performance of the gesture creates noise, and when a user speaks to the robot while the robot performs a gesture, incoming audio includes both user audio and robot noise. A noise profile associated with the gesture is retrieved from the gesture library and is applied to remove the robot noise from the incoming audio.