Abstract: Systems and methods allow users to query a software-application-based knowledge base to retrieve information. The user creates queries and the specified information is returned through a user interface. In alternative embodiments, the system is able to create follow-up queries independent from or directed by the user. Such embodiments may also provide critical information related to the original query. The knowledge base contains information about the application and is able to provide the appropriate answer to user queries through machine-learning-based tools, such as large language models (LLMs) or other natural language processing (NLP) based techniques.

Abstract: A non-transitory computer-readable storage medium including instructions for distributing tasks between a handheld intermediary processing device (HIPD) and communicatively coupled devices is disclosed. The instructions cause one or more processors to, while a HIPD and a head-wearable device are communicatively coupled and share operational data for performing one or more computational tasks, identify one or more back-end tasks and one or more front-end tasks associated with performing the one or more computational tasks. The instructions further cause performance of the one or more back-end tasks at the HIPD including updating the operational data to create updated operational data. The instructions further cause performance of the one or more front-end tasks at the head-wearable device using the updated operational data such that a representation based on the one or more computational tasks is presented to the user by the head-wearable device.

Abstract: A refrigerated device is configured to enhance condensate evaporation and includes a compartment including an access door, a refrigeration circuit for cooling the compartment, the refrigeration circuit including an evaporator coil and a condenser with an associated condenser fan, and a condensate pan for capturing condensate from the evaporator coil. At least one first air flow path is provided from a pressure side of the condenser fan, into and along at least part of the condensate pan and then to a suction side of the condenser fan. At least one second air flow path is provided from the pressure side of the condenser fan, into and along at least part the condensate pan and then back to the pressure side of the condenser fan.

Abstract: A stool includes a base with a post extending therefrom. A seat is connected to a distal end of the post. In some configurations, the seat may be configured to act as a deployable back rest. A deployable anti-fatigue mat is connected to the base. In some configurations, the deployable anti-fatigue mat is attached to the base via a hinged connection. In some configurations, the deployable anti-fatigue mat is attached to the base with a sliding connection that allows the deployable anti-fatigue mat to slide out from the base.

Abstract: This disclosure relates to a louvered patio cover. The louvered patio cover may comprise a frame with support beams, louvered panels, support beam couplers, an actuator, a gutter, and/or other components. The support beams may have angled ends. The louvered panels may be rotatably coupled to the support beams. A support beam coupler may comprise first and second receivers. The first receiver may be configured to receive an angled end of a first support beam, and the second receiver may be configured to receive an angled end of a second support beam. The angled ends of the first and second support beams may face, meet, and/or abut each other when received by the first and second receivers. The actuator may be configured to rotate the louvered panels. A gutter may comprise a lighting channel configured to hold a light source for lighting an area under the louvered patio cover.

Abstract: A hair care appliance is provided. The hair care appliance includes a handle and a body coupled to the handle via a rotational hinge joint. The body can be movable via the rotational hinge joint between a straight configuration in which the body is aligned with a longitudinal axis of the handle and a bent configuration in which the body extends along an axis transverse to the longitudinal axis of the handle. A fluid flow path extends between an inlet in the handle and an outlet in the body. The hair care appliance can be operated with minimal loss of fluid flow in either the straight configuration and the bent configuration. The hair care appliance includes a fan assembly in the handle and a heater assembly in the body that are positioned to create a balanced center of mass of the hair care appliance when operated by a user.

Abstract: Systems, methods, and computer-readable media are provided for generating a unique ID for a sensor in a network. Once the sensor is installed on a component of the network, the sensor can send attributes of the sensor to a control server of the network. The attributes of the sensor can include at least one unique identifier of the sensor or the host component of the sensor. The control server can determine a hash value using a one-way hash function and a secret key, send the hash value to the sensor, and designate the hash value as a sensor ID of the sensor. In response to receiving the sensor ID, the sensor can incorporate the sensor ID in subsequent communication messages. Other components of the network can verify the validity of the sensor using a hash of the at least one unique identifier of the sensor and the secret key.

Abstract: A set of commands for each of a plurality of actuators to alter an aircraft's state responsive to one or more inputs is produced. The set of commands is provided to fewer than all actuators comprising the plurality of actuators.

Abstract: A target alignment system for calibrating a safety sensor mounted on a vehicle with front and rear wheels by locating an optimum target position upon a horizontal surface for accurate calibration of the sensor. The target alignment system comprises a plurality of visual guide projectors and a pair of target assemblies which project a visible guide line perimeter around the vehicle, the perimeter including parallel longitudinal lines on either side of the vehicle, a lateral alignment guide line crossing the longitudinal lines in front of the vehicle, and a center guide line colinear with the vehicle center line. The front and rear wheels of the vehicle are longitudinally aligned causing the vehicle thrust line to match the vehicle center line. One of the visual guide projectors projects a transverse line across the center guide line, creating an intersection point which marks the optimum target position.

Abstract: A method of applying a coating to a substrate includes forming a slurry by mixing elemental precursors of gettering particles, diffusive particles, matrix material, and a carrier fluid; applying the slurry to a substrate; and sintering the slurry to form a composite material. The sintering causes the elemental precursors to react with one another to form gettering particles. An article is also disclosed.

Abstract: An electronic device may be provided with a display. The display may be configured to display standard dynamic range image content and high dynamic range image content at the same time. The control circuitry may dynamically adjust an amount of headroom for the high dynamic range image content to avoid washing out the standard dynamic range image content. For example, the control circuitry may reduce the amount of headroom available for high dynamic range image content with high average pixel luminance levels and low screen coverage. The headroom may be increased as the average pixel luminance levels decrease and/or as screen coverage increases. Different high dynamic range images that are displayed at the same time may be assigned different amounts of headroom (e.g., different peak brightness levels) based on average pixel luminance values, screen coverage, whether or not the content is within an active window on the display, etc.

Abstract: Disclosed are smart adapters and methods for regulating system based at least in part on utility information. An adapter generally includes a receiver and a controller. The receiver is configured to receive one or more datacasts each containing utility information. The controller is configured to control a signal at a terminal of the system based at least in part on utility information. Once the adapter is plugged in, it starts reacting to real time validated information, and provides automatic communication and operations. The smart adapters and methods are easy and simple to install and have backwards/forward compatibility with a variety of existing systems.

Abstract: Embodiments of the disclosure provide a deep-mission system that includes a processor system operable to perform processor system operations that include executing a first instance of a cognitive algorithm; generating data of the deep-mission system that can be used to fine-tune the first instance of the cognitive algorithm; and transmitting the data of the deep-mission system over a deep-mission communication path to a remote station. The remote station is operable to, based at least in part on the data of the deep-mission system, perform fine-tuning operations on a second instance of the cognitive algorithm located at the remote station; generate updates to the cognitive algorithm based on the fine-tuning operations; and transmit the updates to the cognitive algorithm over the deep-mission communication path to the deep-mission system. The processor system operations further include using the updates to the cognitive algorithm to update the first instance of the cognitive algorithm.

Abstract: A drawing assistance device acquires image data of a design diagram to detect dimensional information drawn on the image data, detects arrows drawn on the image data, detects a line drawn on the image data, combines the arrows and the line based on positions of the arrows and a position of the line to generate a dimension line, detects a dimension value corresponding to a position of the dimension line from the dimensional information so as to assign the detected dimension value to the dimension line, generates guidelines indicating positions of ends of the dimension line, superposes the guidelines on the image data to display the guidelines on an editing screen, and outputs digital data of the design diagram drawn by the operator on the editing screen on which the guidelines are displayed.

Abstract: A lighting unit for a display apparatus for use in a motor vehicle is disclosed herein. The lighting unit includes a light transmitting panel configured to transmit light rays through to a viewing side of a display apparatus; and at least one light source operable to emit light rays across a breadth of the light transmitting panel. the light transmitting panel further comprises a reflector foil sheet applied to at least two sides of the light transmitting panel with no air gaps therebetween. A vehicle display for mounting within an interior of a motor vehicle comprising such a lighting unit, and a method of optimizing light rays for illuminating a display apparatus for use in a motor vehicle is also disclosed.

Abstract: A computer implemented method and system for predicting and improving minority student success in college, including a non-cognitive skills questionnaire, the answers to which are weighted and scored and compared to a database of college graduates and college dropouts to predict a student's likelihood of success at college. Non-cognitive skills improvement activities are recommended to improve student scores. A machine learning module continuously evaluates predictions versus outcomes and automatically adjusts weighting, scoring and predictions to improve predictions and reduce or eliminate bias.

Abstract: A packing system is disclosed for use with a valve having a valve body that defines a flow passage therethrough. The packing system includes a bonnet configured for connection to the valve body, a stem bore extending through the bonnet to receive a stem of the valve that is movable within the stem bore to control flow through the flow passage, a first packing set arranged in the stem bore surrounding a first portion of the stem, a second packing set arranged in the stem bore surrounding a second portion of the stem that is spaced apart from the first packing set by a support ring to define an inter-packing volume within the stem bore, and a pressurized barrier lubricant reservoir in communication with the inter-packing volume via a bonnet port in the bonnet to pressurize barrier lubricant within the inter-packing volume to be at or above a process pressure.

Abstract: A computer having a system for mitigating mechanical rattle arising due to a mechanical coupling of an audio output transducer to a part of the computer device, the system comprising: a processing subsystem configured to receive an input audio signal and to output a drive signal for driving the audio output transducer to produce a transducer output, wherein the processing subsystem is configured to selectively apply an attenuation function to the input audio signal to attenuate a signal component of the input audio signal at a frequency that causes mechanical rattle in the computer; and an analyser subsystem configured to receive the input audio signal and to output a control signal to the processing subsystem to control application of the attenuation function to the input audio signal by the processing subsystem based on a spectral content of the received input audio signal; wherein the attenuation function is based on characteristic acoustic behaviour of the computer.

Abstract: A novel lettuce variety designated CS37201 is provided. This disclosure thus relates to the seeds of lettuce variety CS37201, to the plants of lettuce variety CS37201, to plant parts of lettuce variety CS37201, to methods for producing a lettuce plant by crossing a plant of lettuce variety CS37201 with a plant of another lettuce variety, and to methods for producing a plant of lettuce variety CS37201 containing in its genetic material one or more backcross conversion traits or transgenes and to the backcross conversion lettuce plants and plant parts produced by those methods.

Abstract: The instant disclosure provides selective Treg stimulator compositions, including RUR20kD-IL-2 and related compositions, and rezpegaldesleukin, and formulations and dosing regimens for methods of using these compositions, for example, for treating autoimmune diseases, including atopic dermatitis.