Abstract: A method for virtually representing human body poses includes receiving positioning data detailing parameters of one or more body parts of a human user based at least in part on input from one or more sensors. One or more mapping constraints are maintained that relate a model articulated representation to a target articulated representation. A model pose of the model articulated representation and a target pose of the target articulated representation are concurrently estimated based at least in part on the positioning data and the one or more mapping constraints. The previously-trained pose optimization machine is trained with training positioning data having ground truth labels for the model articulated representation. The target articulated representation is output for display with the target pose as a virtual representation of the human user.

Abstract: Described herein are various embodiments directed to skipping the opening sequence of streaming content. An embodiment operates by streaming content to a display device and determining an end of a teaser portion has been reached using crowdsourced metadata. Responsive to the determining, a skin icon is provided to the display device for display. A selection of the skip icon is received to advance past the title sequence/opening credits portion of the content. An end to the title sequence/opening credits portion of the content is determined using the crowdsourced metadata. The streaming of the content is advanced to the end of the title sequence/opening credits portion of the content.

Abstract: Technology for generating and displaying a graphical user interface for operating an unmanned aerial vehicle (UAV) is disclosed herein that generates and updates a representation of a spline flight path. In various implementations, a graphical user interface detects user interactions with a remote control device directing the flight control subsystem of the UAV to record keyframes and to compute a spline based on the keyframes during flight. The graphical user interface displays a real-time perspective of the UAV with a representation of the spline and the keyframes overlaying the view. The graphical user interface continually updates the representation as the UAV flies and when the spline is updated as the keyframes are updated.

Abstract: Gate-all-around integrated circuit structures having pre-spacer-deposition cut gates are described. For example, an integrated circuit structure includes a first vertical arrangement of horizontal nanowires and a second vertical arrangement of horizontal nanowires. A first gate stack is over the first vertical arrangement of horizontal nanowires, and a second gate stack is over the second vertical arrangement of horizontal nanowires. An end of the second gate stack is spaced apart from an end of the first gate stack by a gap. The integrated circuit structure also includes a dielectric structure having a first portion providing a gate spacer along sidewalls of the first gate stack, a second portion providing a gate spacer along sidewalls of the second gate stack, and a third portion filling the gap, the third portion contiguous with the first and second portions.

Abstract: An inflation feature for a shipping package, an inflation rig assembly for inflating a shipping package, and a method of inflating a shipping package. The method includes providing an inflation feature and an inflation rig assembly with corresponding alignment features, positioning the inflation feature of a shipping package, in an uninflated state, on to the inflation rig assembly in a first position, moving the inflation rig assembly to a second position, such that the shipping package is in fluid communication with an expansion material source, and inflating the shipping package to an inflated state.

Abstract: Described are methods, systems, and apparatus, including computer program products for packaging media. In some embodiments, the technology relates to a computer-implemented method of packaging media files. A list of one or more media asset IDs is received by a media packaging server. A packaging template is received by the media packaging server. One or more media files based on a media asset ID in the list of the one or more media asset IDs and the packaging template are retrieved, by the media packaging server. Metadata associated with the media asset ID based on the packaging template is retrieved by the media packaging server. The one or more media files and the metadata are packaged by the media packaging server into a delivery package in a packaging format indicated by the packaging template.

Abstract: Described are methods, systems, and apparatus, including computer program products for packaging media. In some embodiments, the technology relates to a computer-implemented method of packaging media files. A list of one or more media asset IDs is received by a media packaging server. A packaging template is received by the media packaging server. One or more media files based on a media asset ID in the list of the one or more media asset IDs and the packaging template are retrieved, by the media packaging server. Metadata associated with the media asset ID based on the packaging template is retrieved by the media packaging server. The one or more media files and the metadata are packaged by the media packaging server into a delivery package in a packaging format indicated by the packaging template.

Abstract: Estimation algorithms, methods, and systems are provided that estimate the internal temperatures inside of a part being built using powder bed fusion (PBF). Closed-loop state estimation is applied to the problem of monitoring temperature fields within parts during the PBF build process. A simplified linear time-invariant (LTI) model of PBF thermal physics with the properties of stability, controllability and observability is presented. In some aspects, Model Predictive Control (MPC) may be used as an expanded application of an Ensemble Kalman Filter (EnKF) methods to control the PBF process. MPC is used to forecast the PBF build process behavior N time steps into the future and identifies inputs that drive the temperature of a corresponding node in a mesh of n nodes towards a predetermined target temperature.

Abstract: Estimation algorithms, methods, and systems are provided that estimate the internal temperatures inside of a part being built using a Finite Element Method (FEM)-based thermal model of Powder Bed Fusion (PBF) heat transfer. Closed-loop state estimation is applied to the problem of monitoring temperature fields within parts during the PBF build process. The PBF laser is very small, therefore, so too are the FEM elements nearby the laser. Thus, as the PBF laser moves, a region of high mesh density moves along with it as it progresses over a geometry. In an aspect, regions of high mesh density are predetermined for each time step according to a predefined schedule of laser movements.

Abstract: Estimation algorithms, methods, and systems are provided that estimate the internal temperatures inside of a part being built using powder bed fusion (PBF). Closed-loop state estimation is applied to the problem of monitoring temperature fields within parts during the PBF build process. A simplified linear time-invariant (LTI) model of PBF thermal physics with the properties of stability, controllability and observability is presented. In some aspects, an Ensemble Kalman Filter is applied to the model. Linear time-varying (LTV) systems are also contemplated.

Abstract: An off-road vehicle includes a frame, a front suspension, and a rear suspension. In some examples of the off-road vehicle, the rear suspension includes trailing arms with are pivotally attached to the frame rearward of an operator area. Further, the frame can include a front subframe assembly and a rear subframe assembly which are easily removable from the main frame of the vehicle to permit access to various components of the off-road vehicle.

Abstract: An inflation feature for a shipping package, an inflation rig assembly for inflating a shipping package, and a method of inflating a shipping package. The method includes providing an inflation feature and an inflation rig assembly with corresponding alignment features, positioning the inflation feature of a shipping package, in an uninflated state, on to the inflation rig assembly in a first position, moving the inflation rig assembly to a second position, such that the shipping package is in fluid communication with an expansion material source, and inflating the shipping package to an inflated state.

Abstract: Illustrated views of items to be packaged for use are presented. The items are useful for preparing trash to be placed in a trash bin, protecting hands from harmful or infectious conditions, storage, etc. The items may be trash bags, gloves, and the like. The storage of bags and the like items is useful for any items which is stored rolled groupings and removed on a single item basis. The preparation of the items for retrieval of use provide a more efficient retrieval of the item and thus less down time and/or frustration during the process of getting a new item to use. The preparation of items provides for an efficient pull off the roll thus preventing a person from having to fiddle with each item.

Abstract: Estimation algorithms, methods, and systems are provided that estimate the internal temperatures inside of a part being built using powder bed fusion (PBF). Closed-loop state estimation is applied to the problem of monitoring temperature fields within parts during the PBF build process. A simplified linear time-invariant (LTI) model of PBF thermal physics with the properties of stability, controllability and observability is presented. In some aspects, an Ensemble Kalman Filter is applied to the model. Linear time-varying (LTV) systems are also contemplated.

Abstract: Provided are filtration systems, filters, and corresponding methods of installing and using a clean room filter. A filtration system may include a housing defining a vent opening and a filter opening. The housing may include a knife edge disposed about a perimeter of the filter opening and configured to extend downwardly. The filtration system may include a filter removably attached to the housing. The filter may include a frame having an opening and a channel disposed about a perimeter of the opening. The filter may further include a filter substrate disposed in the opening of the frame, a gasket disposed about a perimeter of the opening within the channel, and an adhesive compound disposed within the channel between the gasket and the channel. The filter may be configured to engage the knife edge of the housing, such that air may be configured to pass between the clean room and a duct via the filter.

Abstract: An off-road vehicle includes a frame, a front suspension, and a rear suspension. In some examples of the off-road vehicle, the rear suspension includes trailing arms with are pivotally attached to the frame rearward of an operator area. Further, the frame can include a front subframe assembly and a rear subframe assembly which are easily removable from the main frame of the vehicle to permit access to various components of the off-road vehicle.

Abstract: This application describes systems and methods for locating, securing, accessing and utilizing a discrete enclosure or workspace. The discrete enclosure or workspace may be located in a public, private or semi-private setting and may comprise a combination of working platforms or surfaces, seats, desks and other apparatus, as well as computer hardware and software. Systems may comprise natural language processing, artificial intelligence, machine learning and other adaptive learning capabilities to enhance the use of the discrete workspace. The workspace may be dimensioned to be used for a wide variety of activities by one or more users.

Abstract: A method and a system for implementing a mathematical algorithm in a neural architecture and transferring that neural architecture to an integrated circuit (IC) chip. The neural architecture has neurons that are capable of converting current to frequency, voltage to frequency, frequency to frequency and time to frequency. The neurons can have multi-sensor inputs (multiple synapses) for either scaling or inhibiting neuron outputs. The neural architecture-to-hardware conversion method is specifically tailored for neural architectures for image processing applications.

Abstract: Described are methods, systems, and apparatus, including computer program products for packaging media. In some embodiments, the technology relates to a computer-implemented method of packaging media files. A list of one or more media asset IDs is received by a media packaging server. A packaging template is received by the media packaging server. One or more media files based on a media asset ID in the list of the one or more media asset IDs and the packaging template are retrieved, by the media packaging server. Metadata associated with the media asset ID based on the packaging template is retrieved by the media packaging server. The one or more media files and the metadata are packaged by the media packaging server into a delivery package in a packaging format indicated by the packaging template.

Abstract: Provided are filtration systems, filters, and corresponding methods of installing and using a clean room filter. A filtration system may include a housing defining a vent opening and a filter opening. The housing may include a knife edge disposed about a perimeter of the filter opening and configured to extend downwardly. The filtration system may include a filter removably attached to the housing. The filter may include a frame having an opening and a channel disposed about a perimeter of the opening. The filter may further include a filter substrate disposed in the opening of the frame, a gasket disposed about a perimeter of the opening within the channel, and an adhesive compound disposed within the channel between the gasket and the channel. The filter may be configured to engage the knife edge of the housing, such that air may be configured to pass between the clean room and a duct via the filter.