Abstract: An educational application displays a prompt to a student user and receives, from the student user, a response to the prompt. The educational application determines a predicted set of requirements for processing the prompt, and selects, from a plurality of candidate models having different processing capabilities, a model for processing the response based on the predicted set of requirements. The educational application applies, as input to the selected model, the response, where the selected model is provided instructions for determining an evaluation for the response. The educational application selects a next prompt to be displayed to the student user by the user interface based on the determined evaluation and displays the next prompt.

Abstract: A vehicle control system and method include processors that determine that an energy storage device of a vehicle will have insufficient energy to power a propulsion system of the vehicle under a first set of operational settings to move the vehicle from a first location within a powered segment to a designated second location that is outside of an unpowered segment of a route. Responsive to determining that the energy storage device will have insufficient energy, the processors change one or more settings of the vehicle to operate the vehicle under a second set of operational settings while the vehicle moves within the powered segment of the route to charge the energy storage device to a greater extent relative to operating of the vehicle according to the first set of operational settings.

Abstract: A retail shower door display assembly is provided with a point-of-sale display unit sized to be received within a retail store aisle. A first array of shower door glass panes is oriented within the display unit. Each shower door glass pane of the first array has a height, a thickness and a width. A second array of shower door glass panes is oriented within the display unit. Each shower door glass pane of the second array has a height, a thickness and a width that is different than the width of the first array of shower door glass panes. An array of shower door tracks is oriented within the display unit. Each shower door track of the array has a common length. An array of towel bars is oriented within the display unit. Each towel bar of the array has a common length.

Abstract: Systems and methods for a transmission. The transmission system operating method includes, in one example, re-estimating a time for each phase of an alternate gear shift in response to determining one or more conditions that are indicative of an operator's intent to implement the alternate gear shift. The method further includes performing one or more gear change phases that reduce a duration to implement the alternate gear shift based on the re-estimated time for each phase of the alternate gear shift.

Abstract: Origin text content to be analyzed using natural language processing is received. A two-dimensional item sequence representation for at least a portion of the received origin text content is generated. Using one or more processors, one or more evaluation metrics are determined based on an analysis of the two-dimensional item sequence representation. A reduced version of the origin text content is automatically generated based on the one or more evaluation metrics to assist in satisfying a constraint of a natural language processing model. The reduced version of the origin text content is used as an input to the natural language processing model.

Abstract: A cash trapping monitor apparatus is provided. The apparatus includes a monitor printed circuit board (PCB) interposed between a shutter assembly PCB and a dispenser/recycler PCB. The monitor PCB is connected/interfaced to a time-of-flight (TOF) sensor and an ultrasonic sensor both of which are situated behind a shutter blade in a media chute of a media handling device. Blade states reported by the shutter are changed by the monitor PCB before reporting to the dispenser/recycler PCB when distance measurements provided by the sensors indicate a cash trapping device is present in the chute, indicate that the shutter blade is missing, and/or indicate an original shutter blade was replaced with a different shutter blade.

Abstract: The present disclosure involves systems, software, and computer implemented methods for automatically controlling access and limiting functionality of a computer workstation based on which user is currently logged in. In some implementations, an overwatch application is installed on the workstations to be controlled and monitored. If an authorized, but limited, user logs in, the overwatch application can initiate a lockdown process on the workstation. In some instances, the lockdown process is managed by a dedicated lockdown application, which is initiated or notified from the overwatch application, and which can initiate a lockdown of particular applications, functionality, and allowed interactions on the workstation until the limited user has completed their task and a new user logs in.

Abstract: An electric powertrain includes a first electric motor that has an uninterrupted connection with a drive shaft of a vehicle. The electric powertrain further includes a second electric motor that has an interruptible connection with the drive shaft. In one form, this interruptible connection includes a clutch. The electric powertrain further includes a first gear train in the form of a first planetary gear and a second gear train in the form of a second planetary gear. In one form, the first electric motor and second electric motor are the same type of electric motor, and in another form, the first electric motor and second electric motor are different types of electric motors.

Abstract: A LIDAR unit includes a housing defining a cavity. The LIDAR unit further include a plurality of emitters disposed on a circuit board within the cavity. Each of the emitters emits a laser beam along a transmit path. The LIDAR system further includes a first telecentric lens assembly positioned within the cavity and along the transmit path such that the laser beam emitted from each of the plurality of emitters passes through the first telecentric lens assembly. The LIDAR further includes a second telecentric lens assembly positioned within the cavity and along a receive path such that a plurality of reflected laser beams entering the cavity pass through the second telecentric lens assembly. The first telecentric lens assembly and the second telecentric lens assembly each include a field flattening lens and at least one other lens.

Abstract: Methods and systems for evacuating lubricant from an area of an axle are described. The lubricant may be evacuated away from one or more clutches during low temperatures so that a clutch may be engaged while having to displace less lubricant to engage the clutch. In one example, an electric machine may be rotated to evacuate lubricant away from the clutch.

Abstract: Embodiments of the instant disclosure relate to portable radio mounting apparatus (PRMA). The PRMA includes a main body, landing pad, antenna element(s), RF connector conductively coupled to the antenna element, retaining element and has “open” and “closed” states. Landing pad laterally extends from the main body and includes the antenna element(s) and a first end pivotably coupled to main body. RF connector is conductively coupled to the antenna element. In the open state, the landing pad is pivoted away from the main body and thereby exposes the retaining element; the retaining element receives a portable radio and thereby demountably secures the portable radio to the main body; and the RF connector demountably and conductively couples to the portable radio. In the close state, landing pad is pivoted towards the main body and wrapped around the portable; and is demountably coupled to the main body.

Abstract: The present invention tracks provenance (people, place, time, permissions, machine characterization and identification) for an off-chain digital asset, provides data verifiability and enforces least privileged access within a single organization or across multiple organizations via a combination of Blockchain and communication agents to enable data assured operations in a normal operating environment and Logistics Under Attack (LUA) environment. The present invention creates data assurance for a digital asset across networks and within environments as it tracks provenance of the digital asset at rest or in motion allowing a data file to move directly from the originator to a customer at the point of use or point of origin to point of use and all points in between in a prescribed or random flow.

Abstract: The present disclosure provides a lighting apparatus generally comprising an LED module having LEDs and a control module to control the LED module. The LED module has pins positioned on an underside thereof to connect to corresponding pins on the upper surface of the LED. The LED module having a passive electrical component whose value can be detected by the control apparatus. In response to said detection, the control apparatus can perform a variety of functions, including configuring the LED module. The lighting apparatus is further comprised of a reflector, the reflector positioned within a central aperture of the control module and surrounding the LEDs. The reflector serves to focus light from the LEDs and can be secured to a diffuser releasably lockable to the lighting apparatus, the diffuser to diffuse the light from the LEDs.

Abstract: An electric powertrain includes a first electric motor that has an uninterrupted connection with a drive shaft of a vehicle. The electric powertrain further includes a second electric motor that has an interruptible connection with the drive shaft. In one form, this interruptible connection includes a clutch. The electric powertrain further includes a first gear train in the form of a first planetary gear and a second gear train in the form of a second planetary gear. The first gear train, second gear train, and clutch are arranged downstream from the first electric motor and second electric motor.

Abstract: A LIDAR system includes a plurality of LIDAR units. Each of the LIDAR units includes a housing defining a cavity. Each of the LIDAR units further includes a plurality of emitters disposed within the cavity. Each of the plurality of emitters is configured to emit a laser beam. The LIDAR system includes a rotating mirror and a retarder. The retarder is configurable in at least a first mode and a second mode to control a polarization state of a plurality of laser beams emitted from each of the plurality of LIDAR units. The LIDAR system includes a polarizing beam splitter positioned relative to the retarder such that the polarizing beam splitter receives a plurality of laser beams exiting the retarder. The polarizing beam is configured to transmit or reflect the plurality of laser beams exiting the retarder based on the polarization state of the laser beams exiting the retarder.

Abstract: A LIDAR assembly is provided. The LIDAR assembly includes a LIDAR unit. The LIDAR unit includes a housing defining a cavity. The LIDAR unit further includes a plurality of emitters disposed within the cavity. Each of the plurality of emitters is configured to emit a laser beam. The LIDAR assembly further includes a switchable mirror. The switchable mirror is positioned relative to the LIDAR unit such that the switchable mirror receives a plurality of laser beams exiting the housing of the LIDAR unit. The switchable mirror is configurable in at least a reflective state to direct the plurality of laser beams along a first path and a transmissive state to direct the plurality of laser beams along a second path that is different than the first path to widen a field of view of the LIDAR unit along a first axis.

Abstract: A polymerisable liquid crystal (LC) compound, a corresponding polymerizable LC material, a polymer film with flat, negative, or positive optical dispersion obtainable from such a material, and the use of the polymerisable LC, polymerisable LC material and/or polymer film in optical, electro optical, electronic, semiconducting, or luminescent components or devices.

Abstract: The present disclosure provides a lighting apparatus generally comprising an LED module having LEDs and a control module to control the LED module. The LED module has pins positioned on an underside thereof to connect to corresponding pins on the upper surface of the LED. The LED module having a passive electrical component whose value can be detected by the control apparatus. In response to said detection, the control apparatus can perform a variety of functions, including configuring the LED module. The lighting apparatus is further comprised of a reflector, the reflector positioned within a central aperture of the control module and surrounding the LEDs. The reflector serves to focus light from the LEDs and can be secured to a diffuser releasably lockable to the lighting apparatus, the diffuser to diffuse the light from the LEDs.

Abstract: The present disclosure provides a lighting apparatus generally comprising an LED module having LEDs and a control module to control the LED module. The LED module has pins positioned on an underside thereof to connect to corresponding pins on the upper surface of the LED. The LED module having a passive electrical component whose value can be detected by the control apparatus. In response to said detection, the control apparatus can perform a variety of functions, including configuring the LED module. The lighting apparatus is further comprised of a reflector, the reflector positioned within a central aperture of the control module and surrounding the LEDs. The reflector serves to focus light from the LEDs and can be secured to a diffuser releasably lockable to the lighting apparatus, the diffuser to diffuse the light from the LEDs.

Abstract: An electric powertrain includes a first electric motor that has an uninterrupted connection with a drive shaft of a vehicle. The electric powertrain further includes a second electric motor that has an interruptible connection with the drive shaft. In one form, this interruptible connection includes a clutch. The electric powertrain further includes a first gear train in the form of a first planetary gear and a second gear train in the form of a second planetary gear. The clutch in one variation includes a positive clutch in the form of a dog clutch. The dog clutch has a clutch suspension configured to deflect a clutch collar when gearing is misaligned during shifting.