Abstract: A vehicle having a drive axle system and a method of control. Electrical energy is provided from an electric power source to an electric motor to offset regenerative power generated by the electric motor when the vehicle is in motion and braking and acceleration of the vehicle are not requested.

Abstract: A “Content Optimizer” applies a machine-learned relevancy model to predict levels of interest for segments of arbitrary content. Arbitrary content includes, but is not limited to, any combination of documents including text, charts, images, speech, etc. Various automated reports and suggestions for “reformatting” segments to modify the predicted levels of interest may then be presented. Similarly, the Content Optimizer applies a machine-learned comprehension model to predict what a human audience is likely to understand (e.g., a “comprehension prediction”) from the arbitrary content. Various automated reports and suggestions for “reformatting” segments to modify the comprehension prediction may then be presented.

Abstract: Methods, apparatus or equipment and systems for lining conduits, e.g., preferably subterranean pipelines and passageways, such as sewers, with a liner impregnated with a curable resin in order to secure the conduit against ingress or egress of liquids.

Abstract: A system and method for scanning of coherent LIDAR. The system includes a motor, a laser source configured to generate an optical beam, and a deflector. A first facet of the plurality of facets has a facet normal direction. The deflector is coupled to the motor and is configured to rotate about a rotation axis to deflect the optical beam from the laser source. The laser source is configured to direct the optical beam such that the optical beam is incident on the deflector at a first incident angle in a first plane, wherein the first plane includes the rotation axis, wherein the first incident angle is spaced apart from the facet normal direction for the first facet. A second facet of the plurality of facets includes an optical element configured to deflect the optical beam at the first incident angle into a deflected angle.

Abstract: Classification of cancer condition, in a plurality of different cancer conditions, for a species, is provided in which, for each training subject in a plurality of training subjects, there is obtained a cancer condition and a genotypic data construct including genotypic information for the respective training subject. Genotypic constructs are formatted into corresponding vector sets comprising one or more vectors. Vector sets are provided to a network architecture including a convolutional neural network path comprising at least a first convolutional layer associated with a first filter that comprise a first set of filter weights and a scorer. Scores, corresponding to the input of vector sets into the network architecture, are obtained from the scorer. Comparison of respective scores to the corresponding cancer condition of the corresponding training subjects is used to adjust the filter weights thereby training the network architecture to classify cancer condition.

Abstract: This disclosure relates to compounds having pesticidal utility against pests in phyla Nematoda, Arthropoda, and/or Mollusca, processes to produce such compounds and intermediates used in such processes, compositions containing such compounds, and processes of using such compounds against such pests. These compounds/molecules may be used, for example, as nematicides, acaricides, insecticides, miticides, and/or molluscicides. This document discloses compounds having the following formula (“Formula One”).

Abstract: A method and apparatus comprising computer code configured to cause a processor or processors to obtain a mesh sequence comprising a plurality of meshes corresponding to volumetric data of at least one three-dimensional (3D) visual content, obtain a frame of the mesh sequence corresponding to the volumetric data, the frame including a plurality of vertices of a mesh of the mesh sequence, determine a motion field comprising motion vectors of the plurality of vertices of the mesh, and encode the volumetric data based on the motion field.

Abstract: Slurries comprise liquid water, about 2% to about 70% ice by volume, and one or more additives affecting flowability and/or tonicity of the slurry. Solutions for making a slurry comprise liquid water and one or more additives affecting flowability of the slurry. Flowability of the slurry relates to ice particles capable of flowing through a cannula, such as a needle. The slurry is suitable for injection into subcutaneous fat of a human subject for removal of adipose tissue.

Abstract: Disclosed are methods and systems for determining similarity of online items. For instance, an identifier of a first web page associated with a first item navigated to by a browser may be received from a browser extension application executing on a computing device. Image(s) and text may be extracted from the first web page and provided as input to a machine learning model along with image(s) and text extracted from a second web page of a plurality of web pages associated with a second item of a plurality of items that are stored in a data store. A probability at/above a predefined threshold that the first and second items are the same item may be received as output. A notification indicating identification of the second item as the same item and including information associated with the second item may be generated and provided to the browser extension application for display.

Abstract: An apparatus includes a processing device coupled to a memory storing instructions. The instructions may cause the processing device to receive photoplethysmography (PPG) data derived from signals associated with a PPG sensor oriented proximate a portion of an anatomy of a human subject and associated with a heart rate of the human subject; receive wb-accelerometer data derived from signals associated with a wb-accelerometer sensor oriented to sense the heart rate the human subject; and combine the PPG data and the wb-accelerometer data to generate a heart rate estimate.

Abstract: The present invention relates to a composition comprising HFO-1234yf, or trans-HFO-1234ze, or a mixture thereof; HFC-32; and HFC-152a, HFO-1243zf, or a mixture thereof, wherein said composition is selected from the group consisting of: (I) a first composition, wherein said HFO-1234yf or trans-HFO-1234ze or a mixture thereof is at least 56 weight percent of said first composition; (II) a second composition, wherein said HFC-32 is at most 29 weight percent of said second composition; (III) a third composition, wherein said HFC-152a is at least 56 weight percent said third composition; (IV) a fourth composition, wherein said HFC-32 is at least 56 weight percent of said fourth composition; (V) a fifth composition comprising trans-HFO-1234ze, HFC-32, and HFC-152a, HFO-1243zf, or a mixture thereof; and (VI) a sixth composition, wherein said HFO-1243zf or mixture thereof with HFC-152a is at most 20 weight percent of said sixth composition.

Abstract: The present invention are new and improved processes and catalysts that can efficiently facilitate the direct carbon dioxide conversion reaction with hydrogen to hydrocarbons in a single reactor at temperatures less than 450° C. and more preferably at temperatures from 250° C. to 325° C. Carbon dioxide is utilized from stationary sources or from direct air capture. Hydrogen is produced by the electrolysis of water using renewable or low carbon electricity.

Abstract: Embodiments disclosed herein relate to moldable decorative splint materials and associated methods of manufacture. The splint material may include a plurality of decorative elements integrated with the splint material. The decorative elements may be interconnected within a network of flexible connectors via a plurality of supports. Each support of the plurality of supports may include a retaining edge that retains the decorative element within the support.

Abstract: A hydraulic fracturing system includes a pump, an electrically powered motor for driving the pump, a trailer on which the pump and motor are mounted, and a transformer that steps down electricity for use by the motor. Electrical output from the transformer connects to a series of receptacles mounted onto a housing around the transformer. A similar set of receptacles is provided on the trailer and which are electrically connected to the motor. Power cables equipped with plugs on their opposing ends insert into the receptacles to close an electrical circuit between the transformer and pump.

Abstract: Methods and systems are provided to display a real world event on a client device with avatars. Appropriate parameters for the real world event are provided and participants in the real world event are associated to avatars. As the real world event begins, a server is configured to provide information on the real world event to the client device, and the client device displays a representation of a virtual event using the avatars and the information received from the server.

Abstract: The disclosed concept relates generally to a tubular composite structure for the intake, storage, and conveyance of gaseous or liquid media, including but not limited to hydrogen, hydrocarbons, and non-hydrocarbons, and related methods for manufacture. The tubular composite structure consists of one or more cannular assemblies, each composed of multiple layers of sealing, reinforcement, sensing and monitoring components, pressure injected fluids, and over-molded structural and protection layers.

Abstract: Compositions for treating a wellbore include an exothermic additive capable of initiating an exothermic event following contact with a carrier fluid. The exothermic additive can have a coating that delays the exothermic event after contact with the carrier fluid. Methods disclosed herein include emplacing a fluid loss treatment composition in an interval of a wellbore, the fluid loss treatment including: a metallic fluid loss additive; an exothermic additive; and a carrier fluid; and reacting the exothermic additive to initiate an increase in temperature in the interval of the wellbore above a melting point of the metallic fluid loss additive; and converting the metallic fluid loss additive to a molten fluid loss additive; and treating the interval of the wellbore with the molten fluid loss additive.

Abstract: In some aspects, a methods and systems may combine asynchronous and synchronous messaging infrastructure such that a single system can send messages both asynchronously and synchronously when needed. A system may implement an asynchronous system that is able to determine whether a message should be sent asynchronously or synchronously. If a message is to be sent synchronously, the asynchronous system may emulate a synchronous system by holding a network connection open and/or removing a default callback uniform resource locator (URL) from a data structure used in sending the message.

Abstract: A process for injection molded microcellular foaming various flexible foam compositions from biodegradable and industrially compostable bio-derived thermoplastic resins for use in, for example, footwear components, seating components, protective gear components, and watersport accessories wherein a process of manufacturing includes the steps of: producing a suitable thermoplastic biopolymer or biopolymer blend; injection molding the thermoplastic biopolymer or biopolymer blend into a suitable mold shape with inert nitrogen gas; controlling the polymer melt, pressure, temperature, and time such that a desirable flexible foam is formed; and utilizing gas counterpressure in the injection molding process to ensure the optimal foam structure with the least amount of cosmetic defects and little to no plastic skin on the outside of the foamed structure.

Abstract: A device may include a first arm and a second arm that are connected via one or more pivot points, one or more lamps that are disposed on the first arm and the second arm, and one or more support arms that enable the device to be positioned with respect to an object that is to be sanitized or disinfected. The one or more lamps emit light, such as UV light or UV-C light, that sanitizes or disinfects the object. The device may include a power source that provides electrical power to the one or more lamps and one or more handles that enable an operator of the device to transport the device and position the device with respect to the object. The device may also include an adjuster mechanism that enables the operator to adjust a distance between the device and the object.