Abstract: Systems, methods, and apparatuses are described herein for performing sentiment analysis on electronic communications relating to one or more image-based communications methods, such as emoji. Message data may be received. The message data may correspond to a message that is intended to be sent but has not yet been sent to an application. Using a first machine learning model, one or more subsets of the plurality of emoji may be determined. The one or more subsets of the plurality of emoji may comprise one or more different types and quantities of emoji, and may each correspond to the same or a different sentiment. Using a second machine learning model, one or more emojis may be selected from the one or more subsets. The one or more emojis selected may correspond to responses to the message.

Abstract: A display may have a pixel array such as a liquid crystal pixel array. The pixel array may be illuminated with backlight illumination from a direct-lit backlight unit. The backlight unit may include an array of light-emitting diodes (LEDs) on a printed circuit board. The display may have a notch to accommodate an input-output component. Reflective layers may be included in the notch. The backlight may include a color conversion layer with a property that varies as a function of position. The light-emitting diodes may be covered by a slab of encapsulant with recesses in an upper surface.

Abstract: A hydraulic system for a three-point hitch includes at least one hitch cylinder and a first flow path. The hydraulic system includes a hitch valve fluidly coupled to the at least one hitch cylinder via the first flow path, wherein the hitch valve is configured to control a flow of hydraulic fluid to the at least one hitch cylinder. The hydraulic system includes a second flow path fluidly coupled to the first flow path at a first location between the at least one hitch cylinder and the hitch valve, wherein the second flow path is fluidly coupled to a reservoir for the hydraulic fluid. The hydraulic system includes a first check valve disposed along the second flow path between the first flow path and the reservoir, wherein the first check valve is configured to keep air from entering the hydraulic system via the second flow path from the reservoir.

Abstract: Methods and a system are provided for shaping a torque profile for a motor of a hybrid vehicle. In one example, the method includes during a vehicle launch, an off condition of an engine, and upon receiving an engine start request, predicting a time of engine engagement, predicting a driver requested torque at the engine engagement; and reducing the driver requested torque until the predicted time of engine engagement based on the predicted driver requested torque at the engine engagement. The predicting of at least one of the time of engine engagement and the driver requested torque at the engine engagement may be based on a current position of an accelerator pedal and a driver profile. The method may further include controlling motor torque profile based on the reduced driver request torque.

Abstract: In accordance with exemplary embodiments, methods and systems are provided for providing electrical power for a manufacturing facility for manufacturing of a vehicle, the vehicle having a rechargeable energy storage system (RESS) and a processor, including: positioning the vehicle at the manufacturing facility, the manufacturing facility having an electrical component; and providing electrical power from the RESS of the vehicle to the electrical component of the manufacturing facility, in accordance with instructions provided by the processor.

Abstract: Transgenic INIR20 soybean plants comprising modifications of the MON87701 soybean locus which provide for facile excision of the modified MON87701 transgenic locus or portions thereof, methods of making such plants, and use of such plants to facilitate breeding are disclosed.

Abstract: Transgenic INIR19 soybean plants comprising modifications of the DAS81419 soybean locus which provide for facile excision of the modified DAS81419 transgenic locus or portions thereof, methods of making such plants, and use of such plants to facilitate breeding are disclosed.

Abstract: A system and method for cleaning, preparing, and treating a new or used equipment surface with surface property modifiers. The method may comprise a cleaning procedure using clean water, a preparation of substrate to verify all areas of the substrate are clean and dry, a chemically preparation of the surface of the substrate by using a 1st alkaline preparation chemical and 2nd neutralizer preparation chemical to raise the surface area tension as high as possible and remove any hydrocarbon molecules and any possible organic oils that were left over from the metal forming, rinsing and drying substrate by using Isopropyl Alcohol to speed up the process, and applying at least an oxidizer to modify the surface property, such that a strong covalent bond can be formed, thereby preventing impurities from adhering to the treated surface.

Abstract: A method includes parsing a query to determine a plurality of data processing operations associated with the query and including an AS OF JOIN operation between first time series data in a first table and second time series data in a second table. A query plan of the query is generated. The query plan includes a plurality of nodes corresponding to the plurality of data processing operations. At least one of the plurality of nodes corresponding to the AS OF JOIN operation is modified to generate a modified query plan of the query. The modifying is based on applying a UNION operation on at least a first portion of column data in the first table and the second table to obtain a combined table. Execution of the query by at least one of a plurality of computing nodes is scheduled based on the modified query plan.

Abstract: In accordance with exemplary embodiments, methods and systems are provided for providing electrical power for a manufacturing facility for manufacturing of a vehicle, the vehicle having a rechargeable energy storage system (RESS) and a processor, including: positioning the vehicle at the manufacturing facility, the manufacturing facility having an electrical component; and providing electrical power from the RESS of the vehicle to the electrical component of the manufacturing facility, in accordance with instructions provided by the processor.

Abstract: A boom hose apparatus for a material collection vehicle includes a telescoping boom assembly and a hose assembly supported by the boom assembly. The boom assembly includes a plurality of telescoping conduits. A flexible hose is received through the telescoping conduits and can slidably extend from, or retract into, the conduits independently from the telescoping of the conduits.

Abstract: Robotic systems and methods are provided with an end effector having lockable compliance. A robotic system for manipulating a workpiece includes an arm having a pair of sections connected by a joint assembly, with a lock disposed in the joint assembly. A gripper is connected on the arm and is configured to alternately grip and release the workpiece. A controller operates the lock to alternately lock and unlock the joint assembly. The gripper holds the workpiece during a deformation of the workpiece, while the controller may unlock the lock to allow movement of the joint assembly to relieve forces on the arm arising during a deformation of the workpiece.

Abstract: A cleaning system for cleaning a media transport device includes a cleaning substrate sized and configured to be inserted within at least a portion of a media travel pathway of a media transport device. The cleaning substrate comprises a cleaning face, along with a handle extending from the cleaning face. The handle is positioned to remain outside of the media transport device while the cleaning face is within the media transport device. The cleaning face comprises a plurality of cleaning elements, each of which is positioned to align with a belt, a drive roller, an idle roller, a drive roller/idle roller pair, or a sensor of the media transport device when the cleaning substrate within the media travel pathway. Methods of using a handled cleaning substrate are also disclosed.

Abstract: Exemplary embodiments are directed to butterfly valves, generally including a body assembly and handle assembly. The body assembly generally includes a body, a disc rotationally disposed inside an opening of the body, a cog, and a stem passing through the disc and the body. The handle assembly generally includes a handle body and a force ring. The stem can be rotationally interlocked relative to the disc and the handle assembly. The cog and the force ring can engage to rotationally secure the disc relative to the body. The handle assembly can include a lever and a grip, the force ring, the lever and the grip being pivotally secured relative to each other. The body can include a male radial protrusion and the body assembly can include a liner with a female radial groove. Methods of assembling and positioning a butterfly valve are also provided.

Abstract: A radar cloaking apparatus configured for positioning on a radar target and corresponding methods are provided. The radar cloaking apparatus comprises a radio signal emitter and computational circuitry. The computational circuitry is configured to cause the radar cloaking apparatus to at least reference a model encoding scattering properties of the radar target; determine a predicted reflection signature of the radar target from a selected interrogation angle based at least in part on the model encoding the scattering properties of the radar target; and cause transmission, by the radio signal emitter, of a cloaking radio signal along the selected interrogation angle. The cloaking radio signal is actively generated based on the predicted reflection signature of the radar target shifted in phase such that the cloaking radio signal is configured to destructively interfere with a reflected signal formed by an interrogating radar signal scattering off of the radar target.

Abstract: Methods and systems for detecting weld defects, and methods for manufacturing vehicles using such methods or systems, are provided. An exemplary method includes receiving an input indicating a weld material and material thickness by a portable computing device and determining, with the portable computing device, a detection protocol for the weld material and material thickness. Further, the method includes communicating the detection protocol from the portable computing device to a portable heating source and to a portable thermographic sensor, heating a weld with the portable heating source according to the detection protocol, and recording thermographic data from the weld with the portable thermographic sensor according to the detection protocol.

Abstract: In accordance with various embodiments, methods and systems are provided for designing a bead tool and a bead for sheet metal forming. In one embodiment, a method includes: storing, in a datastore, a library of bead tool data associated with a plurality of bead tools; receiving, by a processor, a plurality of parameters associated with at least one of a punch and a die of a desired bead tool; computing, by the processor, bead tool data for at least one of the punch and the die of the desired bead tool based on the plurality of parameters; providing, by the processor, a subset of bead tool data from the library of bead tool data; receiving, by the processor, a selection of bead tool data from the subset of bead tool data and the computed bead tool data; and generating, by the processor, bead geometry data based on the selection and the bead tool data associated with the selection.

Abstract: The disclosure provides crystalline forms for certain synthetic intermediates for making belzutifan, a HIF-2? inhibitor, useful for the treatment of cancer. The disclosure also provides processes for isolating the crystalline forms.

Abstract: A robotic joint has a first portion that includes a first actuator and a second actuator, a first spherical linkage having a first end mechanically coupled to the first actuator and a second end mechanically coupled to a second portion of the robotic joint, and a second spherical linkage having a third end mechanically coupled to the second actuator and a fourth end mechanically coupled to the second portion. The first and second spherical linkages are segments of a spherical shell. The first and second actuators are operable in combination to control movement of the second portion relative to the first portion with two degrees of freedom. Each actuator causes a first respective movement in the same direction as each other to control a flexion or an extension, and a second respective movement in opposite directions to each other to control an abduction or an adduction.

Abstract: A patient support apparatus includes a frame with a head end and a foot end. A support arm is operably coupled to the head end of the frame and a vertical support is operably coupled to the support arm. A user interface support assembly is operably coupled to the vertical support and includes a housing that is configured to retain an electronic device. The housing includes a support mechanism that is configured to selectively support the electronic device on the housing. A charging assembly is disposed within the housing and is configured to charge the electronic device secured on the housing.