Abstract: A medication delivery system having a holding chamber capable of delivering dosages of medicament from a metered dose inhaler. The holding chamber includes an actuator detector, a flow detector, and a display. In another embodiment, a medication delivery system includes a holding chamber having an input end and an output end, a metered dose inhaler operably coupled to the input end of the holding chamber, and a metered dose inhaler identifier associated with the holding chamber and operable to identify the metered dose inhaler coupled to the holding chamber.

Abstract: Methods and systems for multi-cloud breach detection using ensemble classification and deep anomaly detection are disclosed. According to an implementation, a security appliance may receive logged event data. The security appliance may determine using a supervised machine learning (ML) model, a first anomaly score representing a first context. The security appliance may further determine using a semi-supervised machine learning (ML) model, a second anomaly score representing the second context, and using an unsupervised ML model, one or more third anomaly scores representing one or more third contexts. The security appliance may aggregate the first anomaly score, the second anomaly score and the one or more third anomaly scores using a classification module to produce a final anomaly score and a final context. The security appliance may determine that an anomaly exists and a type of attack based on the final anomaly score and the final context.

Abstract: Sub-diffraction limited fluorescent images using a fiber-based stimulated emission depletion (STED) microscope are reported. Both excitation and depletion beams are transported through polarization-maintaining fiber and a lateral resolution of 100 nm has been achieved.

Abstract: System, methods, and non-transitory, machine-readable media to facilitate state-based content composite generation with respect to digitally distributed content are disclosed. Electronic communications received via interfaces may be detected. Signals of events that are specified for digital distribution from events may be detected. Data changes that are generated based on an event may be detected. A specification of criteria that apply to the data changes may be identified. A content composite may be created. An adaptable content object may be identified. The adaptable content object may be configured with a content object so that the content composite. The content composite may be output for presentation so that the endpoint media device performs an operation relating to the content composite. A signal corresponding to the operation that is indicative of activation of an interface option may be processed.

Abstract: One aspect of the present disclosure include a method and system for providing an interactive virtual reality simulation for virtual reality training. A headset, controllers, and/or one or more sensors communicate with a processor to display the interactive virtual reality simulation on a user display within the headset. The interactive virtual reality training for use in facilitating virtually reality simulations including a microscope simulation, a bacteria streaking simulation, and/or a visually inspecting containers simulation.

Abstract: An electronic device may be provided with control circuitry, wireless transceiver circuitry, and a display. The electronic device may be used to provide information to a user in response to being pointed at a particular object. The control circuitry may determine when the electronic device is pointed at a particular object using wireless control circuitry and/or motion sensor circuitry. In response to determining that the electronic device is pointed at a particular object, the control circuitry may take suitable action. This may include, for example, displaying information about an object when the electronic device is pointed at the object, displaying control icons for electronic equipment when the electronic device is pointed at the electronic equipment, and/or displaying a virtual object when the electronic device is pointed at real world object.

Abstract: Systems and methods are provided to create training data, validate, deploy and test artificial intelligence (AI) systems in a virtual development environment, incorporating virtual spaces, objects, machinery, devices, subsystems, and actual human action and behavior.

Abstract: A vehicle includes a chassis, a door track, a door operatively connected to the door track and adapted to move between a closed position and an open position, and a hinge assembly coupled to the door. The hinge assembly is movably coupled to the door track and includes a first bracket coupled to the door, a second bracket coupled to the first bracket, and a transport assembly coupled to the second bracket and adapted to move along the door track as the door moves between the open and closed positions. The transport assembly includes a coupling member for releasably coupling the second bracket to the transport assembly. Upon movement of the second bracket from the first position to the second position, the door moves to an extended open position with respect to the door track.

Abstract: Methods, devices, and systems disclosed herein measure endpoint user security event susceptibility (e.g., a malware infection) and provide information for endpoint posture evaluation. A relatively small software application may be installed using, for example, a systems management push system where the software runs on each endpoint system and reports back to a central repository or base system. The software runs on machines that it is pushed to and generates a score for that endpoint. That score is a quantification of endpoint user security risk, i.e., the likelihood that a particular endpoint is likely to be the source of a security event at some point in the future. This information may be used to generate a Relative Score for each endpoint so that the endpoints can be ranked from most secure to least secure and an Absolute Score so that a given distributed system can be compared to other distributed systems.

Abstract: Systems and methods of testing a vehicle system. The systems and methods generate a simulation of a driving scenario to provide simulation video data, display the simulation on a monitor using the simulation video data, capture the displayed simulation using a camera system of the vehicle system to provide video data, process the video data using a perception algorithm to detect and track objects in the video data to provide perception data, control a vehicle actuator of the vehicle system in response to the perception data to provide command data, and adapt the simulation based on the command data. The camera system has a field of view and the monitor has a viewable area. The simulation of the driving scenario is scaled in proportion to a ratio of the field of view of the camera projected onto the monitor and dimensions of the viewable area.

Abstract: Embeddable extensions of the functionality of email and calendaring applications are described herein. An originating email and calendaring application formats meeting items to include extensible content, e.g., within the body field of the meeting item. Recipient email and calendaring applications receive the meeting items and, depending on whether they are configured to provide an extended functionality, will either deploy the extensible content item according to the extended functionality or present the extensible content item according to a standardized functionality. The body field includes the extensible content item according to the standardized functionality that is interpretable by configured clients to provide the extended functionality.

Abstract: The invention is directed to a gas sensor that includes a hotplate, a support structure, a gas selective filter, and circuitry. The support structure is configured to define a cavity. The gas selective filter is held by the support structure and spans the cavity. Various components are connected to the circuitry, and may include a temperature sensor element, a gas sensing element, and a heater. The temperature sensor element is configured to sense a temperature Tf of the filter. The gas sensing element is sensitive to a target gas in the cavity. The heater is in thermal communication with the gas sensing element. The circuitry is configured to operate the sensing element, estimate a temperature Tf of the filter, and regulate the heater. The circuitry regulates an extent to which power is supplied to the heater based on the estimated temperature Tf of the filter.

Abstract: Chips removably attached to a bicycle frame allow different size hubs and axles to be connected to a frame. As the frame represents a major part of the investment in a bicycle, the chips allow a single frame to accommodate different wheels. The user can then use a wheel having the appropriate tire and attachments for the terrain to be traversed. For instance, a particular wheel and tire would be used for a downhill mountain trail, another wheel used for riding on paved surfaces and a third wheel hub would be used for loose surfaces, such as sand or gravel. Therefore, the user is able to adapt the bicycle for a variety of different terrains and uses.

Abstract: The invention relates to a method for reduction of the carbon intensity of an ethanol production process by utilizing waste heat from a co-located water electrolysis system for heating duty of the ethanol plant; using oxygen (O2) produced by the water electrolysis system for oxycombustion of hydrocarbon fuel to produce the required thermal energy; and capturing carbon dioxide (CO2) from the fermentation process and from the oxycombustion process, combining it with hydrogen (H2) produced by electrolysis, to produce additional hydrocarbon fuels and durable chemicals.

Abstract: Systems and methods for generating and simultaneously displaying multiple photorealistic digital avatars wearing garments.

Abstract: Flambéing pastes for grilling products, containing at least one gelling agent and/or thickening agent which is soaked and/or gelled by pure alcohol, as well as pure alcohol in a concentration that it maintains the combustion until it is entirely consumed; method for flambéing grilling products, in which a grilling sauce is simultaneously applied with a flambéing paste layer by layer on the product to be grilled and ignites the flambéing paste; a dispenser for the simultaneous, layered application of paste-like grilling sauces and flambéing pastes on the product to be grilled, having a two- or multi-chamber system; and a grilling product that is to be flambéed and has on its surface at least one layer of at least one grilling sauce and, lying thereon, at least one layer of at least one flambéing paste.

Abstract: Embeddable extensions of the functionality of email and calendaring applications are described herein. An originating email and calendaring application formats meeting items to include extensible content, e.g., within the body field of the meeting item. Recipient email and calendaring applications receive the meeting items and, depending on whether they are configured to provide an extended functionality, will either deploy the extensible content item according to the extended functionality or present the extensible content item according to a standardized functionality. The body field includes the extensible content item according to the standardized functionality that is interpretable by configured clients to provide the extended functionality.

Abstract: A system that characterizes majors and academic courses with vectors that can be matched to testable student interests is provided. Majors and courses can then be recommended by a matching of student interests with characterized courses. The system combines elements of both psychology and technology, to greatly reduce the challenge of selecting courses and majors, by automating parts of the complex selection process to produce understandable options. Improved matching of majors and courses to individuals can provide multiple benefits including improved educational outcomes, enhanced student retention, and significant reduction in student debt.

Abstract: Embeddable extensions of the functionality of email and calendaring applications are described herein. An originating email and calendaring application formats meeting items to include extensible content, e.g., within the body field of the meeting item. Recipient email and calendaring applications receive the meeting items and, depending on whether they are configured to provide an extended functionality, will either deploy the extensible content item according to the extended functionality or present the extensible content item according to a standardized functionality. The body field includes the extensible content item according to the standardized functionality that is interpretable by configured clients to provide the extended functionality.

Abstract: The invention is notably directed to a gas sensor. The gas sensor basically comprises a hotplate, a support structure, a gas selective filter, and a circuitry. The support structure is configured so as define (or contribute to define) a cavity. It further supports the hotplate. The gas selective filter is held by the support structure. This filter spans the cavity. The filter may notably be designed to filter gas molecules according to their sizes. The circuitry includes one or more integrated circuits. Beside the integrated circuits, various components are connected to the circuitry. Such components include a temperature sensor element, a gas sensing element, and a heater. The temperature sensor element is arranged on or in a part of the support structure. The temperature sensor element is configured to sense a temperature Tf of the filter. The gas sensing element is arranged on or in the hotplate, so as to be sensitive to a target gas in the cavity.