Abstract: A method for segmenting and classifying a unit of land, comprising: receiving land information comprising image data; processing received land information using a segmentation model trained on training data comprising training image data; and determining segmentation and classification for the unit of land; wherein the training image data comprises image data from different time points; and wherein the training image data comprises at least some of the image data.

Abstract: The present solution provides a digital first responder cut loop. The present solution can include a system comprising a control unit executing instructions and configured to generate a signal through a harness of an electric vehicle. The signal can be indicative of a state of a cut loop of the electric vehicle. The control unit can be electrically connected to restraint control module and a battery pack associated with the electric vehicle. The controller can be configured to detect an event associated with the vehicle or a change in the signal above a threshold level. The controller can be configured to, responsive to the detection of one of the event or the change in the signal, facilitate electrical disconnection of the restraint control module of the electric vehicle or the battery pack of the electric vehicle.

Abstract: Various embodiments of the present technology provide a method and apparatus for an image sensor. In various embodiments, the apparatus provides a driver circuit connected to a plurality of electrically distinct pixel groups to provide the pixel groups with a control signal. A delay measurement circuit is connected to the driver circuit and at least one of the pixel groups to measure a time delay of the control signal. A row control circuit is connected to the delay measurement circuit to receive the measured time delay and, in turn, deliver, via the driver circuit, the control signal to all pixel groups in a single row substantially simultaneously.

Abstract: In one aspect, a system for controlling an operation of a tillage implement being towed across a field by a work vehicle may include a tillage tool configured to engage soil and crop material present within a field as the tillage implement is being towed across the field by the work vehicle. Furthermore, the system may include a controller configured to receive an input associated with crop material present within the field and determine a location of a crop row relative to the tillage tool based on the received input. Additionally, the controller may be configured to control a direction of travel of the tillage implement based on the determined location of the crop row.

Abstract: The present solution provides a digital first responder cut loop. The present solution can include a system comprising a control unit executing instructions and configured to generate a signal through a harness of an electric vehicle. The signal can be indicative of a state of a cut loop of the electric vehicle. The control unit can be electrically connected to restraint control module and a battery pack associated with the electric vehicle. The controller can be configured to detect an event associated with the vehicle or a change in the signal above a threshold level. The controller can be configured to, responsive to the detection of one of the event or the change in the signal, facilitate electrical disconnection of the restraint control module of the electric vehicle or the battery pack of the electric vehicle.

Abstract: The present invention relates to chemical processes for the manufacture of certain quinazoline derivatives, or pharmaceutically acceptable salts thereof. The invention also relates to processes for the manufacture of certain intermediates useful in the manufacture of the quinazoline derivatives and to processes for the manufacture of the quinazoline derivatives utilising said intermediates. In particular, the present invention relates to chemical processes and intermediates useful in the manufacture of the compound 4-(4-bromo-2-fluoroanilino)-6-methoxy-7-(1-methylpiperidin-4-ylmethoxy)quinazoline.

Abstract: A stack of eye shields includes a plurality of eye shields each having a frame with receivers located along the frame and latches located to engage the receivers, and spaced apart elevated support surfaces along and rising above an upper portion of the frame; and a lens installed on the frame and having lens apertures extending through the lens and aligned with the receivers of the frame, with the latches engaged with the receivers securing the lens to the frame. The eye shields are stacked one on top of another with each of the eye shields oriented substantially parallel to one another with each of the elevated surfaces of an overlying one of the frames of the stack being slightly forward of a corresponding one of the elevated surfaces of the underlying frame of the stack, with each frame of each eye shield of the stack having a gap therebetween except at contact surfaces where the elevated support surfaces contact an adjacent lower surface of an overlying eye shield.

Abstract: A cross reality system that provides an immersive user experience by storing persistent spatial information about the physical world that one or multiple user devices can access to determine position within the physical world and that applications can access to specify the position of virtual objects within the physical world. Persistent spatial information enables users to have a shared virtual, as well as physical, experience when interacting with the cross reality system. Further, persistent spatial information may be used in maps of the physical world, enabling one or multiple devices to access and localize into previously stored maps, reducing the need to map a physical space before using the cross reality system in it. Persistent spatial information may be stored as persistent coordinate frames, which may include a transformation relative to a reference orientation and information derived from images in a location corresponding to the persistent coordinate frame.

Abstract: A method for forming a layered anode material includes contacting a precursor material and a first electrolyte. The precursor material is a layered ionic compound represented by MX2, where M is one of calcium and magnesium and X is one of silicon, germanium, and boron. The method further includes applying a first bias and/or current as the precursor material contacts the first electrolyte to remove cations from the precursor material to create a two-dimensional structure that defines the layered anode material. In certain variations, the method further includes contacting the two-dimensional structure and a second electrolyte and applying a second bias and/or current as the two-dimensional structure contacts the second electrolyte so as to cause lithium ions to move into interlayer spaces or voids created in the two-dimensional structure by the removal of the cations thereby forming the layered anode material.

Abstract: An apparatus for providing normalized hydrogen correction factor comprises: a set of sensors configured to measure telemetry data of a hydrogen production plant; a memory; a database; and a processor operatively coupled to the memory, the database, and the set of sensors. The processor is configured to: receive the telemetry data from the set of sensors; receive supplier data from the database; receive customer data from a customer; determine, using a machine learning model stored in the memory, and based on the telemetry data, the supplier data, and the customer data, a normalized hydrogen correction factor; and provide the normalized hydrogen correction factor to the customer.

Abstract: Automated cold storage unit and systems for storing, monitoring, and maintaining a supply of temperature sensitive pharmaceutical and/or other products in compliance with regulatory requirements are provided. Such units contain an array of independently addressable holding locations for containers with product in one or more controlled temperature zones fitted with temperature sensors. The units include a reader to track product information and status. Product movement within the unit is performed by a computer-controlled robot. A user interface device, preferably in communication with an application service provider to provide remotely managed inventory management and other services, provides users with secure access to the contents of the unit and associated product data and information.

Abstract: Methods, systems, computer-readable media, and apparatuses for providing service to access nodes are presented. In some embodiments, a computing device may generate a geographical coverage map comprising a plurality of wireless access nodes respectively at a plurality of geographic locations and a wireless coverage range for each wireless access node. The computing device may receive from at least one wireless access node of the plurality of wireless access nodes an indication that the at least one wireless access node detected a first wireless access node of the plurality of wireless access nodes. The computing device may refine a first coverage range of the first wireless access node based on a respective geographic location of the at least one wireless access node. In some embodiments, a first wireless access node may receive and forward join emergency mesh (JEM) messages to establish a wireless network.

Abstract: A respiratory disease analytics system provides respiratory disease risk reports to a patient, provider, or third-party entity describing a patient's risk of experiencing a medication usage event given data in a geographic region. Regional data, including air pollutant conditions, weather conditions, demographic information, built environment factors, and regional health conditions for a geographic region are accessed from other sources and assigned based on event data recorded during a medicament usage event, as collected by sensors associated with the patient's medicament device/s. The regional data is assigned to medicament usage events occurring within a period of time. The assigned regional data is analyzed to determine an expected number of medication usage events for the geographic region occurring over the period of time.

Abstract: An adverse weather operations system includes one or more sensors and a computing device that processes sensor data to assist a vehicle in planning a vehicle path. Weather metrics can be utilized to determine a perception model having the most accurate results for the conditions being encountered by the vehicle.

Abstract: A viscous construction material tube cap and strapping apparatus includes an elastic strap. A construction material tube cap has dimension chosen to fit over a nozzle of a construction material tube, where the construction material tube cap defines a plurality of apertures having dimensions for passing the elastic strap. A base is dimensioned to fit over a bottom of the construction material tube. The base includes an air seal that substantially prevents air from entering into the bottom of the tube of construction material. The base also includes a feature on the outer surface of the base that is dimensioned to secure the elastic strap.

Abstract: An electroactive material for an electrochemical cell that cycles lithium ions is provided. The electroactive material includes a plurality of atomic layers and a plurality of cations disposed between the atomic layers. The plurality of atomic layers includes an atom selected from the group consisting of: silicon, germanium, boron, and combinations thereof. The plurality of cations is selected from the group consisting of: calcium, magnesium, zinc, copper, nickel, potassium, sodium, and combinations thereof. A ratio of the cations to atoms that define the atomic layer may be less than about 1:2.

Abstract: Described herein are compositions and methods that utilize complementary polymerization reactions to simultaneously generate one or more polymeric materials, including crosslinked polymer matrices, tethered inter-penetrating network, heterogenous polymer blends, or homogeneous polymer blends. The provided compositions and methods utilize the combination of an energy demanding step-growth reaction with a highly exothermic reaction to drive the energy demanding reaction by chemical heating and avoid issues associated with thermal runaway, such as solution boiling or unwanted biproducts.

Abstract: Methods and systems are provided to generate instructions and share video content following an impact event. They include detecting an impact event associated with a vehicle and transmitting a request to at least one video recording device within an area of interest from the vehicle. They further include receiving video content captured within a time period around the impact event from at least one video recording device. Methods and systems are also provided to generate useful information following an impact event including detecting an impact event associated with a vehicle and determining one or more contextual parameters associated with the impact event. They further include generating display content based on the one or more contextual parameters and displaying the generated display content on a screen within the vehicle.

Abstract: Fan assemblies for gas turbine engines include a rotor disk having a plurality of lugs with a plurality of slots defined between adjacent lugs. A fan platform is configured to be mounted to a lug of the plurality of lugs, the fan platform having a forward tab and an aft tab. An aft retention ring is configured to be fixedly attached to an aft side of the rotor disk and has a platform retention hook for receiving the aft tab of the fan platform. A forward retention ring is configured to be fixedly attached to a forward side of the rotor disk, the forward retention ring having a tab hook configured to attach the forward retention ring to the lug of the plurality of lugs and retain the forward tab of the fan platform to the lug of the plurality of lugs.

Abstract: An implement attachment holder for a hand mixer includes a body defining opposed first and second surfaces and first and second mounting projections coupled with the body and extending away from the first surface of the body at respective first and second locations spaced apart at a first distance along a first direction. The attachment holder further includes a device retention projection extending away from the second surface of the body and partially along the first surface to at least partially overlie the first and second locations from which the first and second mounting projections extend. The device retention projection further defines a plurality of attachment channels extending in a second direction normal to the first direction at spaced-apart locations along the device retention projection.