Abstract: A machine includes an engine that includes a plurality of cylinders, one or more controllers, and a monitoring and reporting module. The monitoring and reporting module receives, from the one or more controllers, and via a first data link of the machine, cylinder pressure data associated with the plurality of cylinders and stores the cylinder pressure data in a data structure. The monitoring and reporting module receives, from the one or more controllers, and via a second data link of the machine, operational information associated with the engine and determines, based on the operational information, that one or more trigger criteria are satisfied. The monitoring and reporting module generates, based on determining that the one or more trigger criteria are satisfied, a data file that includes a portion of the cylinder pressure data and transmits the data file to a device not included in the machine.

Abstract: This application relates to a building energy analysis and management system for measurement and verification of building performance. The system can analyze, optimize, manage, maintain, trouble shoot, and/or modify building systems, such as HVAC systems, in connection with the building energy usage. Measurements may be gathered for one or more HVAC units coupled to pressure independent valves, and sent to one or more Surge Panels that pass data to remote analysis servers, which can receive other system or external data. The analysis servers compare measurements to predicted values and can standardize the predicted values to account for external conditions. The comparison can result in difference values used to generate probable causes and optimization recommendations. The system outputs reports or other data display using a graphical user interface that can be adjusted for an anticipated user.

Abstract: Systems and methods utilizing RF energy to treat a patient's skin or other target tissues are provided herein. In various aspects, the methods and systems described herein can provide a RF-based treatment in which RF energy can be selectively controlled to facilitate heating uniformity during one or more of body sculpting treatment (lipolysis), skin tightening treatment (laxity improvement), cellulite treatment, all by way of non-limiting examples. In various aspects, the systems may include a flexible applicator comprising a plurality of layers, the plurality of layers comprises a first dielectric layer, a second dielectric layer, and a conductive layer, wherein the first dielectric layer and the second dielectric layer sandwich the conductive layer, the plurality of layers define a plurality of kerfs, an inner region and N regions extending from the inner region, wherein the plurality of kerfs divide the applicator into N regions.

Abstract: Example medical systems and techniques are disclosed. In an example, a medical system includes memory configured to store video data and audio data, the video data and audio data being captured during a medical procedure of a patient. The medical system includes processing circuitry communicatively coupled to the memory, the processing circuitry being configured to receive the video data from one or more first sensors and receive the audio data from one or more second sensors. The processing circuitry is also configured to register the video data with the audio data.

Abstract: The subject matter of the present disclosure generally relates to techniques for applying focused ultrasound energy to a region of interest in a subject to induce neuromodulation of the celiac plexus to treat inflammatory bowel disease. The region of interest ay include at least a portion of a peripheral ganglion of the celiac plexus.

Abstract: A computing device configured to (i) while a first playback device is playing back a playback session including a playback queue of media items, receive, from the first playback device: (a) an indication of media items in the playback queue, (b) audio content recorded at a time during playback of the playback queue, and (c) an indication of a playback position in a media item that corresponds to the time, (ii) cause storage of the recorded audio content and the indication of the playback position, (iii) after the playback session, receive a request from a second playback device for the media item, and (iv) transmit (a) the recorded audio content and (b) the indication of the playback position to the second playback device, thereby causing the second playback device to, while playing back the media item, play back the recorded audio content during the playback position in the media item.

Abstract: A controller for a fuel cell based power generator includes a memory and a processor configured to execute executable instructions stored in the memory to receive a pressure in an anode loop of the fuel cell based power generator, wherein the anode loop includes a hydrogen generator and an anode loop blower, and control the anode loop blower such that the hydrogen generator provides hydrogen to an anode of a fuel cell via the blower and the anode loop at a controlled pressure. In further embodiments, the temperatures of the fuel cell and hydrogen generator are independently controlled.

Abstract: A system, apparatus, method, and non-transitory computer readable medium for providing theme based investment recommendations may include a computing device caused to, obtain at least one image associated with at least one user, recognize at least one object included in the at least one image using image analysis, determine at least one theme from a plurality of themes based on the recognized at least one object, and provide at least one recommendation to the at least one user based on the at least one theme.

Abstract: A glass article including a frame having a frame support surface, a glass sheet having a first major surface and a second major surface in which the second major surface is opposite to the first major surface, and an adhesive bead disposed between the frame support surface and the second major surface. The adhesive bead defines a bead path. The adhesive bead has a cross-section perpendicular to the bead path, and the cross-section includes a width and a height. The height is a maximum dimension perpendicular to the second major surface of the glass sheet, and the width is a maximum dimension parallel to the second major surface of the glass sheet. An aspect ratio of the height to the width is at least 0.6, and the width is 2 mm or less.

Abstract: A method of automated database element processing includes training a wide machine learning model with historical feature vector inputs to generate a wide ranked element output. The method includes training a deep machine learning model with the historical feature vector inputs to generate a deep ranked element output. The method includes generating a set of inputs specific to an individual entity, obtaining a set of current article database elements, and creating a feature vector input according to the set of inputs and the set of current article database elements. The method includes processing the feature vector input with the wide machine learning model to generate a wide ranked element list, processing the feature vector input with the deep machine learning model to generate a deep ranked element list, and merging database elements of the wide and deep ranked element lists to generate a ranked element recommendation output.

Abstract: A controller for a machine may receive an activation command to activate a metering operation that is to vibrate an implement of the machine by repetitive changing of at least one of an angle or a position of the implement. The controller may generate, while the metering operation is ongoing, a metering control signal for the metering operation by adjusting a baseline metering signal in accordance with sensor data relating to a characteristic of the implement. The controller may cause actuation of an implement actuator for the implement in accordance with the metering control signal.

Abstract: In one embodiment, a method includes receiving a plurality of records associated with a plurality of assets in a cloud system and one or more risks associated with one or more of the plurality of assets from one or more microservices, identifying one or more inconsistencies within the plurality of records, initiating a reconcile process to resolve the one or more inconsistencies, determining that a condition for an attack-path analysis is satisfied, and triggering the attack-path analysis to identify one or more attack paths.

Abstract: In one embodiment, a method includes receiving a selection of a UI element from a UI and determining a context associated with the UI element. The method also includes receiving an inquiry associated with the UI element and communicating the inquiry and the context to one or more language models. The method further includes receiving, by the one or more language models, a response to the inquiry using the inquiry and the context.

Abstract: Provided herein is a class of a rapidly metabolized lipid compound, and particularly relates to compounds represented by formula (I?), or pharmaceutically acceptable salts, isotopic variants, tautomers, or stereoisomers thereof. Also provided is a nanoparticle pharmaceutical composition comprising said compound, and the application of said compound and its composition in the delivery of nucleic acids.

Abstract: A tableted effervescing dental treatment composition which provides for refreshing and/or dental plaque reduction would introduce, maintain within the oral cavity, which treatment composition is ingestible, and which forms a foam after introduction into the mouth. Methods for the manufacture of the effervescing dental treatment composition and treatment methods using the same are also disclosed.

Abstract: The subject matter of the present disclosure generally relates to techniques for neuromodulation that include applying energy (e.g., ultrasound energy) into an internal tissue to cause tissue displacement and identifying that the tissue displacement has occurred. In one embodiment, the presence of tissue displacement is associated with a desired therapeutic or physiological outcome, such as a change in a molecule of interest.

Abstract: Playback devices can support playing back audio content of audio-visual content received from a media service, while corresponding video content is synchronously played back on a video display device. In some examples, the device can cause the video display device to display a graphical user interface that includes a plurality of media services associated with a user account, receive a user selection for media playback of audio-visual content from one of the media services, transmit a request for the user-selected audio-visual content to the selected media service, and receive audio and video content of the audio-visual content.

Abstract: Systems and methods for providing spatial audio are disclosed herein. In one example, the method includes receiving a first position of a first playback device relative to a user in a listening environment; receiving a second position of a second playback device relative to the user in the listening environment; transmitting, to a media content provider, location data corresponding to the first and second positions; receiving, from the media content provider, virtual media audio content associated with a virtual environment, the virtual media audio content comprising first and second audio signals generated based on the transmitted location data, wherein the generated first and second audio signals include one or more audio cues configured to enable the user to spatially perceive a location of a virtual object within the listening environment; and playing back the first audio signal via the first playback device in synchrony with playing back the second audio signal via the second playback device.

Abstract: A method of automated database element processing includes training a wide machine learning model with historical feature vector inputs to generate a wide ranked element output. The method includes training a deep machine learning model with the historical feature vector inputs to generate a deep ranked element output. The method includes generating a set of inputs specific to an individual entity, obtaining a set of current article database elements, and creating a feature vector input according to the set of inputs and the set of current article database elements. The method includes processing the feature vector input with the wide machine learning model to generate a wide ranked element list, processing the feature vector input with the deep machine learning model to generate a deep ranked element list, and merging database elements of the wide and deep ranked element lists to generate a ranked element recommendation output.