Abstract: A soybean cultivar designated 94112440 is disclosed. The invention relates to the seeds of soybean cultivar 94112440, to the plants of soybean cultivar 94112440, to the plant parts of soybean cultivar 94112440, and to methods for producing progeny of soybean cultivar 94112440. The invention also relates to methods for producing a soybean plant containing in its genetic material one or more transgenes and to the transgenic soybean plants and plant parts produced by those methods. The invention also relates to soybean cultivars or breeding cultivars, and plant parts derived from soybean cultivar 94112440. The invention also relates to methods for producing other soybean cultivars, lines, or plant parts derived from soybean cultivar 94112440, and to the soybean plants, varieties, and their parts derived from use of those methods. The invention further relates to hybrid soybean seeds, plants, and plant parts produced by crossing cultivar 94112440 with another soybean cultivar.

Abstract: Disclosed herein is an integrity-and-volume testing system for an unsecured loan-lending system. The integrity-and-volume testing system includes, in some embodiments, a data-preparation module, a quality-assurance framework, and a development version of the unsecured loan-lending system. The data-preparation module is configured to prepare sample loan-application input values for borrower-related information and loan-product information. The quality-assurance framework is configured to generate sample loan applications from the sample loan-application input values, as well as validate processed sample loan applications against processed-as-expected loan applications. The development version of the unsecured loan-lending system is configured to process the sample loan applications into the processed sample loan applications for validation against the processed-as-expected loan applications. Also disclosed herein is a method of the integrity-and-volume testing system for the unsecured loan-lending system.

Abstract: A method and apparatus for light-based data communication for a personal inventory and product support system are described. In one embodiment, the method comprises using a device associated with a user, including capturing visible light carrying data identifying a product, obtaining the data identifying the product from the captured visible light, configuring the device to receive product support content for the product based on the identifying data, the product support content having been curated from a plurality of content servers on behalf of the user, receiving a notification that curated product support content for the product is available, and presenting the curated product support content to the user.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for generating a prediction of an audio signal. One of the methods includes receiving a request to generate an audio signal conditioned on an input; processing the input using an embedding neural network to map the input to one or more embedding tokens; generating a semantic representation of the audio signal; generating, using one or more generative neural networks and conditioned on at least the semantic representation and the embedding tokens, an acoustic representation of the audio signal; and processing at least the acoustic representation using a decoder neural network to generate the prediction of the audio signal.

Abstract: A method for dispatching an elevator car that includes determining a first duration for each of a plurality of first elevator cars to travel from a current location to a first location, and dispatching at least one of the first elevator cars to the first location when the first duration of the at least one first elevator car is less than a threshold duration. The method includes determining a second duration for an occupant to travel from the first location to a second location, and each of a plurality of second elevator cars to travel from the current location to the second location, when the first duration for the first elevator cars exceeds the threshold duration. The method includes dispatching at least one of the second elevator cars to the second location when the second duration of the at least one second elevator car is less than the threshold duration.

Abstract: A load control system may include control devices for controlling electrical loads. The control devices may include load control devices, such as a lighting device for controlling an amount of power provided to a lighting load, and controller devices, such as a remote control device configured to transmit digital messages for controlling the lighting load via the load control device. The remote control device may communicate with the lighting devices via a hub device. The remote control device may detect a user interface event, such as a button press or a rotation of the remote control device. The remote control device or the hub device may determine whether to transmit digital messages as unicast messages or multicast messages based on the type of user interface event detected. The remote control device, or other master device, may synchronize and/or toggle an on/off state of lighting devices in the load control system.

Abstract: Examples are disclosed that relate to utilizing a facial tracking sensor for controlling computer-generated facial expressions. One example provides a method of controlling computer-generated facial expressions. The method comprises receiving a sensor value acquired via a facial tracking sensor and determining an interpolated value for the sensor value within a value range. The value range corresponding to a blendshape range for a facial expression. The method further comprises determining a blendshape mapping based at least upon the interpolated value, determining expression data based at least upon the blendshape mapping, and providing the expression data to a device.

Abstract: A swivel mount assembly for securing a device to a support element is presented. The assembly includes arm, ball portions, and collar. The arm has an exterior surface. Each ball portion includes a center portion with outer and inner surfaces bounded by sides disposed between ends and a flange portion extending outwardly from each side. The collar includes faces separately disposed within an aperture with a socket along each face. Each socket includes a surface extending into the collar at the face. The arm is disposed between the ball portions. The inner surface of each ball portion engages the arm. The outer surface of each ball portion engages one socket. The arm is swivelable with respect to the collar. The flange portions of one ball portion are moveable with respect to the flange portions of other ball portion. The flange portions limit rotation of the ball portion within the socket.

Abstract: Systems and methods are provided for a system for extracting volatile components from produce. In an embodiment, a conveying mechanism is configured to transit produce from a first point to a second point, where a peel of the produce is penetrated during said transit such that a portion of volatile components in the produce peel are released from the peel as a vapor. A hood is positioned over the conveying mechanism for capturing the vapor, where the system is configured to extract at least a portion of the volatile components of the vapor captured via the hood.

Abstract: Systems and devices are provided for heating an infusible liquid. The inline heater includes a fluid flow channel defined by a conduit for flowing an infusible liquid through a first portion of the conduit having a first cross-sectional dimension to a second portion of the conduit having a smaller second cross-sectional dimension. A nozzle is disposed in the first portion of the conduit. A heating element in thermal communication with an outer surface of the second portion of the conduit conducts heat through the conduit into the infusible liquid. The nozzle is positioned to spray the infusible liquid about a circumference of an inner wall of the second portion of the conduit to provide increased heat transfer from the heating element to the infusible liquid. The inline heater may be formed as a cassette for use in a dialysis machine.

Abstract: An underlayment layer is configured to support an artificial turf assembly. The underlayment layer comprises a core with a top side and a bottom side. The top side has a plurality of spaced apart, upwardly oriented projections that define channels suitable for fluid flow along the top side of the core when the underlayment layer is positioned beneath an overlying artificial turf assembly.

Abstract: An AI-based platform for automated labor law compliance associated with mining operations is disclosed. The AI-based platform includes a governance system for a mining operation and a reporting system for conveying at least one parameter that is sensed by a sensor of a mine of the mining operation, wherein the at least one parameter is associated with a compliance of the mining operation with a set of labor standards. In some embodiments, the set of labor standards is associated with at least one activity performed by a laborer of the mine, and the AI-based platform conveys an indication of a performance of the activity by the laborer. In some embodiments, the set of labor standards is associated with at least one object associated with a laborer of the mine, and the AI-based platform conveys an indication of a detection of the at least one object.

Abstract: A combination automated-service and self-service store for implementation at brick-and-mortar retail locations is provided. The store and corresponding method of implementation is an automated-service model in which robots, deployed at the brick-and-mortar location, fill orders for fungible goods placed by customers either online or in-store. The store also includes a shopping section where customers can select/order items and/or personally select non-fungible goods. The store includes a shopping section for non-fungible goods that customers prefer to pick out by hand and a back end automated order fulfillment section for other goods (e.g., fungible goods, dry goods, etc.). The two sets of goods are merged to a delivery bundle and delivered together for pickup by the customer.

Abstract: An electrical connector for transmitting electrical power includes at least one power pin with an ablative tip. The power pin has a body oriented in a direction of a longitudinal axis, and the ablative tip is at a terminal end along the longitudinal axis. The ablative tip includes a terminal edge and a support material positioned on a transverse side of the terminal edge that provides structural support to the terminal edge.

Abstract: Various approaches for exposing a virtual Non-Uniform Memory Access (NUMA) locality table to the guest OS of a VM running on NUMA system are provided. These approaches provide different tradeoffs between the accuracy of the virtual NUMA locality table and the ability of the system's hypervisor to migrate virtual NUMA nodes, with the general goal of enabling the guest OS to make more informed task placement/memory allocation decisions.

Abstract: A neural transcompilation model is tested with a set of syntax unit tests to determine the syntax elements of a source code program written in a source programming language that fail to translate properly into a target programming language. The syntax elements having a translation defect are identified and ranked according to a translation failure rate. The neural transcompilation model is then fine-tuned with training samples of the syntax elements having the highest translation failure rates and their paired correct translation in order to teach the model to learn the association between the syntax elements of a source programming language causing translation defects and its correct translation in a target programming language.

Abstract: A method includes obtaining a first membrane; obtaining a second membrane; wherein the first and/or second membrane include an uncured silicone edge portion; installing the first membrane above a roofing substrate; installing the second membrane above the roofing substrate; overlapping the first membrane and the second membrane; curing the uncured silicone edge portion; and providing a lap seal between the first membrane and the second membrane.

Abstract: A system for implanting a replacement heart valve at a native valve location between an atrium and a ventricle of a patient includes a replacement valve having an expandable frame and a plurality of prosthetic valve leaflets positioned within the expandable frame. A delivery device is provided for delivering the replacement heart valve to the native valve location. The delivery device includes an elongate inner tube having an inner retention ring for coupling to and end of the replacement heart valve and an outer support tube slidable over the inner retention ring for securing the replacement heart valve to the inner retention ring. The inner retention ring preferably includes slots for receiving struts of the expandable frame. The expandable frame preferably includes a plurality of anchors extending from the downstream portion in an upstream direction for extending between chordae and for placement outside of the native leaflets.

Abstract: The present invention discloses Hemipteran insect inhibitory proteins, methods of using such proteins, nucleotide sequences encoding such proteins, methods of detecting and isolating such proteins, and their use in agricultural systems.