Abstract: Plasma viewports for high-temperature environments in semiconductor processing equipment are disclosed; such viewports may use a triple-window design, with each window providing particular functionality.

Abstract: A system, method, and computer-program product includes selecting, by a controller node, a plurality of hyperparameter search points from a hyperparameter search space; instructing, by the controller node, one or more worker nodes to concurrently train a plurality of machine learning models for a target number of epochs using the plurality of hyperparameter search points; receiving, from the one or more worker nodes, a plurality of performance metrics that measure a performance of the plurality of machine learning models during the target number of epochs; and removing, by the controller node, one or more underperforming hyperparameter search points from the plurality of hyperparameter search points according to a pre-defined performance metric ranking criterion associated with the plurality of performance metrics.

Abstract: An Enhanced Lift Assist Device is described. The device allows a user to lift and manipulate large, heavy or bulky items by applying force to the item as opposed to traditional control methods such as buttons. This force based system provides ease of movement of the item, making it appear much lighter than it actually is. The Enhanced Lift Assist Device also includes an adjustable base that allows for change of orientation of the device that may include leveling or self-leveling functionality, allowing the device to be operated in non-traditional environments that require leveling or operational adjustments for proper functioning.

Abstract: A system and method for construction estimation using aerial images is provided. The system receives at least one aerial image of a building. An estimation engine processes the aerial image at a plurality of angles to automatically identify a plurality (e.g., perimeter and interior) lines in the image corresponding to a plurality of features of a roof the building. The estimation engine allows users to generate two-dimensional and three-dimensional models of the roof by automatically delineating various roof features, and generates a report including information about the roof of the building.

Abstract: Computer vision systems and methods for generating building models using three-dimensional sensing and augmented reality (AR) techniques are provided. Image frames including images of a structure to be modeled are captured by a camera of a mobile device such as a smart phone, as well as three-dimensional data corresponding to the image frames. An object of interest, such as a structural feature of the building, is detected using both the image frames and the three-dimensional data. An AR icon is determined based upon the type of object detected, and is displayed on the mobile device superimposed on the image frames. The user can manipulate the AR icon to better fit or match the object of interest in the image frames, and can capture the object of interest using a capture icon displayed on the display of the mobile device.

Abstract: A system and method for generating a parametric model of a roof structure comprising a processor in communication with a memory. The system receives a plurality of parameters of each roof component composing the roof structure and performs a geometry creation based on the received plurality of parameters. The system generates a constrained three-dimensional geometry based on an output of the geometry creation, and displays a three-dimensional model of the roof structure based on the constrained three-dimensional geometry.

Abstract: In an aspect, a toy assembly is provided and includes a housing and an inner object inside the housing. The inner object includes a breakout mechanism that includes a hammer and an actuation lever. The hammer is movable between a retracted position in which the hammer is spaced from the housing and an advanced position in which the hammer is positioned to break the housing. The actuation lever is pivotable from a hammer retraction position towards a hammer driving position so as to drive the hammer towards the advanced position.

Abstract: Described are methods for producing multi-layered tubular tissue structures, tissue structures produced by the methods, and their use.

Abstract: Disclosed herein are compositions comprising modified oligonucleotides. In some embodiments, the oligonucleotide includes a hydrophobic moiety. In some embodiments, the oligonucleotide includes a vinyl phosphonate. In some embodiments, the oligonucleotide includes modified oligonucleotide sugars such as 2? modified ribose molecules. In some embodiments, the oligonucleotide includes modified internucleoside linkages such as phosphorothioate linkages. In some embodiments, the oligonucleotide includes an siRNA. In some embodiments, the siRNA comprises a duplex region with overhangs on either end.

Abstract: A cleaning system for an additively manufactured component includes a tank storing a cleaning fluid. A fluid circuit is operably coupled with the tank. A pump is coupled with the fluid circuit. A manifold is configured to receive fluid from the fluid circuit through the pump. At least one of a coupler defined by the manifold or a hose is coupled with the manifold. The at least one of the coupler defined by the manifold or the hose is further configured to couple with said additively manufactured component.

Abstract: Described herein are compounds and pharmaceutical compositions containing such compounds which are prodrugs of ALOX-15 inhibitors. Also described herein are methods for using such compounds in the treatment of disease.

Abstract: Apparatus includes a sample holder with a cavity and a plurality of devices configured to hold a curvature of a curved substrate in a fixed configuration. Apparatus includes two prisms with a viewing apparatus of the sample holder configured to translate therebetween. Methods can include disposing the curved substrate in the sample holder, transmitting a first beam, translating the sample holder, and transmitting a second beam. Alternatively, apparatus include a light scattering-polarimetry sub-system configured to emit a first beam to impinge an end surface of coupling prism and detect at least a portion of the first beam impinging the first surface of the coupling prism. The apparatus includes an evanescent prism coupling spectroscopy sub-system configured to emit a second beam to impinge a first surface of the coupling system and detect at least a portion of the second beam impinging the second surface of the coupling prism.

Abstract: Techniques for comparing test coatings against a standard coating using a unique user interface having a particular visual layout designed to facilitate the comparison process. Generally, the user interface is specially tailored to facilitate a comparison and calibration process in which the test coating is analyzed to determine whether it aligns with a standard coating. A coating identification computer system receives digital measurements of coatings and displays renderings of those coatings. The system also displays a rendering of a standard coating. The system determines match statuses or calibration states between the coatings and the standard coating.

Abstract: One variation of a system for generating thrust at an aerial vehicle includes: a primary electric motor; a rotor coupled to the motor; an internal-combustion engine; a disengagement mechanism interposed between the motor and an output shaft of the internal-combustion engine; an cooling shroud defining a shroud inlet between the rotor and the internal-combustion engine, extending over the internal-combustion engine, and defining a cooling shroud outlet opposite the rotor; a cooling fan coupled and configured to displace air through the cooling shroud; and a local controller configured to receive a rotor speed command specifying a target rotor speed, adjust a throttle setpoint of the internal-combustion engine according to the target rotor speed and a state of charge of a battery in the aerial vehicle, and drive the primary electric motor to selectively output torque to the rotor and to regeneratively brake the rotor according to the target rotor speed.

Abstract: Methods and systems for remote multiplayer gameplay are disclosed. An example method can include joining a multiplayer interactive physical game including first and second players competing in an activity; capturing a first game video of a first player in a first play of the multiplayer interactive physical game, using a first camera on a first mobile computing device in a first gaming area; determining a first object flow associated with the first player from the first game video, by performing an algorithm on one or more frames of the first game video to detect one or more key points of the first player; generating a first analytic based on the first object flow; receiving a second analytic associated with the second player in a second gaming area; and generating a feedback to the first player based on the first analytic or the second analytic.

Abstract: Computer vision systems and methods for generating building models using three-dimensional sensing and augmented reality (AR) techniques are provided. Image frames including images of a structure to be modeled are captured by a camera of a mobile device such as a smart phone, as well as three-dimensional data corresponding to the image frames. An object of interest, such as a structural feature of the building, is detected using both the image frames and the three-dimensional data. An AR icon is determined based upon the type of object detected, and is displayed on the mobile device superimposed on the image frames. The user can manipulate the AR icon to better fit or match the object of interest in the image frames, and can capture the object of interest using a capture icon displayed on the display of the mobile device.

Abstract: Disclosed herein are compositions comprising an oligonucleotide that targets FGG. The oligonucleotide may include a small interfering RNA (siRNA) or an antisense oligonucleotide (ASO). Also provided herein are methods of treating a mental disorder, or a condition associated with an FGG mutation. The method may include providing an oligonucleotide to a subject that targets FGG.

Abstract: An electrostatic transducer, a diaphragm therefor, and corresponding methods of manufacture are disclosed. The electrostatic transducer is preferably for use in a motor vehicle. A composite laminated diaphragm is manufactured by providing a first insulating layer, providing a conductive layer on a surface of the first insulating layer, and bonding a second insulating layer to the conductive layer such that the second insulating layer extends over the conductive layer. The first and second insulating layers each comprise a sheet of uncharged insulating material. The thickness of the composite laminated diaphragm is less than 20 ?m. Manufacturing the electrostatic transducer comprises securing a first conductive stator, a first insulating spacer and the diaphragm in a stack with the first insulating spacer between the first conductive stator and the diaphragm to provide a spacing of less than 1 mm between the first conductive stator and the diaphragm.

Abstract: Earphone positioning and retention mechanisms are disclosed. One earphone described includes a speaker driver, a flexible eartip comprising a first oval shaped contact surface at an opening forming a hole through the eartip, the first oval shaped contact surface configured to contact an outer surface of a user's ear canal when worn, a body portion comprising a second contact surface configured to position behind an anti-tragus portion of the user's ear, and, a retaining member formed of a compliant material, comprising a third contact surface configured to conform to a cymba conch portion of the user's ear, where the body portion and the retaining member are shaped in a way that the second contact surface contacts the anti-tragus portion and the third contact surface contacts the cymba conch portion at the same time, when the first contact surface is already in contact with the outer surface of the ear canal.

Abstract: The present invention relates to methods for obtaining a metabolic signature in a subject, said method being applicable for a range of purposes, including diagnosing disease, monitoring disease progression and/or determining a suitable treatment plan.