Abstract: A vehicle intent indication system includes a sensor, a display, and a controller. The sensor is configured to detect an object in an operating environment of a vehicle. The display is configured to display a pattern visible to a person in the operating environment of the vehicle. The display includes light emitting components configured to be selectively illuminated to display the pattern. The controller is configured to receive information from the sensor indicating that the object has been detected in the operating environment and to cause the light emitting components to be selectively illuminated to display the pattern in response to receiving the information from the sensor. The pattern in configured to inform the person in the operating environment of the vehicle of an intent of the vehicle to perform a driving maneuver.

Abstract: A method of operating a health tracking system is disclosed. The method comprises: storing a food knowledge graph having a plurality of labels describing consumable items and a plurality of relationships between pairs of labels, some of the labels being generic names for consumable items; receiving a data record having a descriptive string regarding a consumable item from a first health tracking device; matching the descriptive string to at least one label in the plurality of labels; and updating one or more information fields of the data record to associate the data record with the at least one label to which the descriptive string was matched. In some embodiments, the method further includes receiving a request for data records from a health tracking device and matching the request to the plurality of labels to provide an improved response to the request for data records.

Abstract: Methods and devices for treating nasal airways are provided. Such devices and methods may improve airflow through an internal and/or external nasal valve, and comprise the use of mechanical re-shaping, energy application and other treatments to modify the shape, structure, and/or air flow characteristics of an internal nasal valve, an external nasal valve or other nasal airways.

Abstract: An optical window for a hypersonic vehicle includes a window substrate and an optical coating on the window substrate, with the coating including multiple alternating layers of different materials. The coating may have many layers, for example having five or more alternating bi-layers and may be configured to still perform its optical function with some of the layers removed, such as by ablation of some of the layers through exposure to hypersonic flow. The different materials of the different layers may have different properties, for example with one of the materials being more resistant to ablation and/or chemical reaction than another of the layers. Coatings for anti-reflection additionally include a region of graded optical index between the sequence of bi-layers and the substrate. The hypersonic vehicle may include an optical sensor which operates by receiving light through the optical window.

Abstract: A method of controlling a temperature profile of an optical window comprising: measuring a temperature-dependent electrical property of a thermally sensitive material included in the optical window using an embedded electromagnetic interference shield in the optical window to determine the temperature profile of the optical window, the embedded electromagnetic interference shield including a two-dimensional array of electrically conductive wires; and based on the measurements, selectively biasing at least one wire of the two-dimensional array of electrically conductive wires to locally alter the temperature-dependent electrical property of the thermally sensitive material in at least one selected spatial region of the optical window to control the temperature profile of the optical window.

Abstract: The present invention relates to the treatment of a wastewater stream that is generated from animal processing such as the processing of chicken, beef or pork. More particularly, the present invention relates to the separation of usable protein from an animal processing wastewater stream using a density modifier and a modification of the protein phase density to enhance lipid fat phase separation from protein solids.

Abstract: A rotary phase separator for a space environment includes a housing defining a separator chamber therein and a shaft located along a longitudinal axis of the rotary phase separator and inside the housing. Relative motion between the housing and the shaft about the longitudinal axis urging separation of gas and liquid from a two-phase liquid and gas fluid in the separator chamber. One or more magnetic bearing assemblies are supportive of the shaft relative to the housing.

Abstract: An insulation system for beverage containers comprising: an inner container surrounding a plurality of cylindrical beverage containers contained in an inner container; a handle included in an inner container top panel; an outer container having a cavity defined in the outer container for receiving the inner container; a pair of lateral spacers disposed lengthwise along corresponding inner upper corners of the out container; an airspace defined between an inner container side panel and an external container side panel having a polygon cross-section; and, a handle access opening centrally defined in an outer container top panel allowing access to the handle of the inner container so that the beverage containers, inner container and out container can be transported using the handle wherein the width of the handle access opening is about one third the length of the outer panel top opening.

Abstract: A method and system provide areas with lifestyle preferences selected by a user. Generally, a computing device receives a selection of one or more lifestyle preferences from the user. In response to the selected lifestyle preferences, a visual display of one or more areas of a geographic map that includes one or more of the lifestyle preferences that favorably compare to the lifestyle preferences of the user is presented to the user via a user interface of the computing device. Additionally, the user may submit a review of the lifestyle preferences available in a particular location.

Abstract: The disclosed technology provides for determining infection in food items using image data of the food items under ultra-violet (UV) light. A method includes performing object detection on the image data to identify a bounding box around each of the food items in the image data, determining, for each food item, an infection presence metric by applying a model to the bounding box, the model being trained using image training data of other food items under UV light, the image training data being annotated based on previous identifications of a first portion of the other food items having infection features and a second portion having healthy quality features, and determining, based on a determination that the infection presence metric for each of the food items indicates presence of an infection, an infection coverage metric for the food item.

Abstract: Described are cheese compositions and methods of making cheese compositions, including methods of formulating cheese compositions, wherein the cheese compositions may include combinations of casein protein, fiber, non-casein protein, non-pregelatinized, modified starch, and a fat component.

Abstract: Introduced here are pressure-mitigation apparatuses for mitigating the pressure applied to a human body by the support surface of an object. The pressure-mitigation apparatus can include a series of chambers that can be individually controlled to vary the pressure therein. By varying the chamber pressure, the main point of pressure applied by the support surface to the human body may be moved across the surface of the human body. An attachment apparatus may be used to securely adhere the pressure-mitigation apparatus to the support surface.

Abstract: A system and method are described for improved training and testing of machine learning systems by curating user-generated scenarios and using them to validate model behavior post-training. In various embodiments, the system and method generate a dataset that contains records having relevant attribute(s), pattern(s), and/or signal(s) that can be used for model validation and training. Particular datasets that model business-relevant and real-world scenarios are selected and identified, so as to improve the effectiveness of the testing process. The selected data can be used on its own, or it can be used to augment existing training data.

Abstract: The present systems and methods provide a user performance monitoring solution that enables the monitoring of application and device performance from the end user's point of view. The present systems and methods help Information Technology (IT) personnel to ensure the quality of digital experience across the enterprise. The present system is adapted to collect telemetry data from devices relative to the performance of all tiers of Internet Service Providers (ISPs), create a baseline of the performance of the ISPs based on a plurality of metrics and the collected telemetry data, train a Machine Learning (ML) model to assess blackout and brownout prediction accuracy at different performance values for the metrics, and identify a blackout or brownout, wherein a blackout or brownout is identified when real time performance is worse than the performance values identified by the model.

Abstract: The present invention allows clinical trial organizers to operate a platform for creating trial specific custom mobile applications at a price point that would not be possible if the application were created by programmers on a trial-by-trial basis. The invention shortens build time by creating a hierarchy of questions that changes the next question posed to the user based upon their answer to a previous question thereby reducing the number of questions the user must answer while providing the application creation platform with the detailed information relevant to a specific clinical trial. The platform uses a simulation builder that provides a test version of the application to the user mobile device during the application creation process thereby allowing the user to see the layout of the application as they progress through the building process. While building the application, the user can create a simulated version of the application in real time deliver the same to the mobile device of the user.

Abstract: A novel maize variety designated ARC-9913C and seed, plants and plant parts thereof are produced by crossing inbred maize varieties. Methods for producing a maize plant by crossing hybrid maize variety ARC-9913C with another maize plant are disclosed. Methods for producing a maize plant containing in its genetic material one or more traits introgressed into ARC-9913C through backcrossing or genetic transformation, and to the maize seed, plant and plant part produced thereby are described. Maize variety ARC-9913C, the seed, the plant produced from the seed, and variants, mutants, and minor modifications of maize variety ARC-9913C are provided. Methods for producing maize varieties derived from maize variety ARC-9913C and methods of using maize variety ARC-9913C are disclosed.

Abstract: Introduced here are pressure-mitigation apparatuses for mitigating the pressure applied to a human body by the support surface of an object. The pressure-mitigation apparatus can include a series of chambers that can be individually controlled to vary the pressure therein. By varying the chamber pressure, the main point of pressure applied by the support surface to the human body may be moved across the surface of the human body. An attachment apparatus may be used to securely adhere the pressure-mitigation apparatus to the support surface.

Abstract: Systems and methods described herein enable effective and accurate modeling of a set of existing data profiles, perform categorization of the data profiles in an explainable way such that actions can be taken on the information to have predictable results. The systems and methods further facilitate means to categorize small text components, trained over dependent and independent model sets, to enable a cleaner and more explicit representation of information rich short-strings, in order to facilitate a more meaningful representation of the data profiles.

Abstract: Systems and methods for treating a patient's mucus hypersecretion condition are disclosed herein. Certain implementations may involve a method for reducing mucus secretion in an upper airway of a patient to treat at least one of post nasal drip or chronic cough. The method may include advancing a treatment delivery portion of an energy-based treatment device into a nostril of the patient. The treatment delivery portion may contact mucosal tissue of the upper airway without piercing the mucosal tissue. The treatment delivery portion may deliver treatment to at least one tissue selected from the group of the mucosal tissue and another tissue underlying the mucosal tissue to modify a property of the at least one tissue and thus treat at least one of post nasal drip or chronic cough in the patient.

Abstract: A method of controlling one or more vehicles of a platoon of vehicles includes determining in response to information of forward route conditions of the platoon an opportunity to mitigate braking losses, performing regenerative braking in response to a deceleration output of an cooperative adaptive cruise control (CACC) system, adjusting an inter-vehicle distance of the CACC system, and performing at least one of the regenerative braking and the adjusting the inter-vehicle distance.