Abstract: The disclosed embodiments provide a system for processing data. During operation, the system obtains labels for entities found in portions of text in a first set of jobs. Next, the system inputs the portions of text and the labels as training data for a machine learning model. The system then applies the machine learning model to a second set of jobs to generate predictions of additional entities in additional portions of text in the second set of jobs. Finally, the system creates, based on the predictions, an index containing mappings of the additional entities to subsets of the second set of jobs in which the additional entities are found.

Abstract: A collapsible pessary is provided, and can have a stem and at least one hingedly attached petal member that can rotate between a collapsed state with a smaller diameter and a deployed state with a larger diameter. In the deployed state, the at least one petal member can extend outward from the stem, and in the collapsed state, the at least one petal member can be rotated upwards so that the diameter of the pessary is smaller in the collapsed state than in the deployed state. The pessary can be in a collapsed state wherein its overall diameter is at a minimum, or a deployed state, wherein its overall diameter is at a maximum.

Abstract: A stent graft for placement in a vessel of a patient, the stent graft that has a tubular body of graft material, the tubular body having a proximal inflow end, a distal outflow end, a main lumen therethrough, a longitudinal access, and a sidewall from the first end to the second end. At least one stent is along the length of the tubular body. One or more shaped recesses are formed of a concave or recessed portion of graft material that extends into the lumen of the stent graft. A fenestration is in the recessed portion with a fenestration and an internal branch extends from the or each fenestration toward the proximal end of the tubular body of graft material. The internal branch may have a tubular portion and a funnel portion, wherein the tubular portion extends into the main lumen and the enlarged funnel portion is attached to sidewall and forms the at least one shaped recess.

Abstract: The disclosed devices can ascertain attributes of sample materials. For example, a portable device can include a chamber that forms a reference environment for a camera device to capture an image of a sample material in an interior of the chamber. The portable device can include an opening to the interior of the chamber and a stage configured to position the sample material on a surface area and at a distance from the camera device. As such, the camera device can capture the image of the sample material at a resolution that enables ascertaining an attribute of the sample material based on a detectable physical characteristic of the sample material. The detectable physical characteristic of the sample material includes a color, size, shape, or texture.

Abstract: A method of producing a hydrocarbon from a hydrocarbon deposit in a fracked well using CO2 in supercritical form as a fracking fluid. The fracking fluid does not include any water or particulates introduced from a source external to the well. In some instances, CO2 can be sequestered. In some cases, the hydrocarbon deposit is green shale or young shale.

Abstract: According to one or more embodiments, a system for detecting defects in a printed construct includes one or more processors, one or more image sensors, and one or more memory modules. The one or more image sensors are communicatively coupled to the one or more processors. Machine readable instructions are stored on the one or more memory modules that, when executed by the one or more processors, cause the system to collect image data of a three-dimensional printed construct from the one or more image sensors, and detect one or more defects within the image data of the three-dimensional printed construct.

Abstract: A consent receipt management system is configured to: (1) automatically cause a prior, validly received consent to expire (e.g., in response to a triggering event); and (2) in response to causing the previously received consent to expire, automatically trigger a recapture of consent. In particular embodiments, the system may, for example, be configured to cause a prior, validly received consent to expire in response to one or more triggering events.

Abstract: In one embodiment, methods for making semiconductor devices are disclosed.

Abstract: An oral care product dispensing system includes a container and a plurality of individually packaged items arranged in an organized fashion according to a predetermined treatment plan. At least one of the individually packaged items, or the packages in which it is contained, may be identified with a predetermined time for use. The plurality of individually packaged items may be arranged sequentially according to the predetermined time for use, such as meals, times of day, days, or intervals.

Abstract: A system includes a first sensor configured to detect a rotational position of a first wheel. The system includes a second sensor configured to detect a rotational position of a second wheel. The system includes a third sensor configured to detect a rotational speed of a driveline operatively coupled to the first wheel and the second wheel. The system includes a computer in communication with the first sensor, the second sensor, and the third sensor. The computer is programmed to detect a fault associated with the first wheel or the second wheel based on a correlation between an oscillation in the rotational speeds of the driveline and the rotational positions of the first wheel or the rotational positions of the second wheel.

Abstract: Pre-ceramic particle solutions can prepared by a Coordinated-PDC process, a Direct-PDC process or a Coordinated-Direct-PDC process. The pre-ceramic particle solution includes a polymer selected from the group consisting of (i) an organic polymer including a metal or metalloid cation, (ii) a first organometallic polymer and (iii) a second organometallic polymer including a metal or metalloid cation different from a metal in the second organometallic polymer, a plurality of particles selected from the group consisting of (a) a ceramic fuel particle and (b) a moderator particle, a dispersant, and a polymerization initiator. The pre-ceramic particle solution can be supplied to an additive manufacturing process, such as digital light projection, and made into a structure (which is pre-ceramic particle green body) that can then be debinded to form a polymer-derived ceramic sintered body. In some embodiments, the polymer-derived ceramic sintered body is a component or structure for fission reactors.

Abstract: The present invention is directed to a device consisting of a portable and multi-band UV light device that uses a combination of UVA, UVB, and UVC wavelength band of UV emitters. For detection, UV emitters are energized to a particulate collector that will fluoresce and glow when there is the presence of a wide range of different harmful aerosol droplet particles in the air that may be collected. This instant and positive visual detection with an available audio alarm alert indicates the presence of harmful aerosol droplet particles in the vicinity of this Instant Particulate Detector or IPD device, allowing the user to take immediate and corrective action. The user can also subsequently select disinfection utilizing UVC wavelength light to sterilize the particulate collector and Instant Particulate Detector or IPD device.

Abstract: The present invention describes methods to produce a synthetic or semi-synthetic cysteine synthase/PLP-dependent decarboxylase (sCs/PLP-DC). More particularly, the invention relates to genetic modification of organisms including eukaryotes and prokaryotes to express a functional sCs/PLP-DC. The invention includes methods to produce taurine in organisms that contain native or heterologous (transgenic) taurine biosynthetic pathways or cells that have taurine by enrichment. The invention also relates to methods to increase taurine levels in the cells and to use the said cells or extracts or purifications from the cells that contain the invention to produce plant growth enhancers, food, animal feed, aquafeed, food or drink supplements, animal-feed supplements, dietary supplements, health supplements or taurine.

Abstract: A sensor includes an output circuit configured to generate a sensor output signal based on an input signal having a logic high or low level, as may be provided by a Schmitt trigger circuit. During normal operation, the output switches between a first percentage of the supply voltage for logic high and a second percentage of the supply voltage for logic low. To convey a failure at the output, an output signal is output as either ground or the supply voltage when a fault is detected. As such, a fault can be communicated any time the output voltage is not equal to the first percentage or the second percentage of the supply voltage.

Abstract: A drilling machine includes a mast, a rotary head movably coupled to the mast, a drill string component having a pair of opposed flat surfaces, and a securing structure including engagement surfaces shaped to engage the opposed flat surfaces and secure the drill string component from rotating. The drilling machine also includes a controller configured to track a rotational location of the flat surfaces of the drill string component during rotation of the drill string component. The controller is further configured to receive tracking information from a sensor associated with the rotary head and control the rotary head to align the opposed flat surfaces for engagement by the securing structure.

Abstract: A method for semantic search includes receiving a query vector including a semantic feature value for each of a plurality of semantic feature dimensions. A cluster is selected from a plurality of different candidate clusters held in a relatively fast memory, each candidate cluster including a plurality of compressed answer vectors. A subset of the plurality of compressed answer vectors are promoted as candidate answers. For each of the candidate answers, a corresponding uncompressed answer vector is retrieved from a relatively slower memory. A selected answer is promoted from among the candidate answers.

Abstract: In embodiments, a linac electron beam excited X-ray source weighing less than 50 pounds, and having a volume less than 1 cubic foot, injects electrons from an RF-excited, diamond tip cathode into a dielectric accelerator tube of diameter less than 10 mm, where the electrons are RF-accelerated to 1-4 MeV. A focusing channel having a plurality of annular permanent magnets can surround the dielectric tube, and a vacuum can be maintained in the tube by a getter pump. The accelerating RF can be 10 GHz or higher. The X-ray source can be powered by a rechargeable battery for more than an hour. Embodiments can be transported within a case having a display attached to an interior surface of its lid. An X-ray head can be removed from the case and extended up to 10 feet while remaining interconnected with the case by a flexible conduit.

Abstract: There is disclosed in one example a computing apparatus, including: a hardware platform, including a processor and a memory; and executable instructions encoded in the memory to provide a client-only virtual private network (VPN) including a VPN client and a VPN server implementation on a single physical device, wherein the VPN client is configured to communicatively couple to the VPN server and to provide proxied Internet protocol (IP) communication services.

Abstract: Apparatuses, systems, and methods assign to a first group of DSL lines a first set of loop lengths and a second set of loop lengths to a second group of DSL lines. A first set of power control parameters is identified for the first group of DSL lines to enable a first upstream rate, subject to a given set of criteria for the second group of DSL lines or subject to a second set of power control parameters for the second group of DSL lines. The first and second sets of power control parameters may then be applied to their respective groups of DSL lines, e.g., to implement upstream power control.

Abstract: A landing zone designation system is provided that includes a master and a slave landing strobes. A detector on an aircraft can detect master and slave optical signals, and a processor can be coupled to the detector to compute placement of the aircraft relative to the master and slave landing strobes. A method is provided for designating a landing zone for an aircraft. The method includes emitting first and second optical signals, where a determination is made whether the aircraft is to land at a first landing zone or a second landing zone depending on a difference between the first optical signal and the second optical signal. A distance to landing within the determined first landing zone or the second landing zone can also be determined.