Abstract: A micro-application framework includes instantiating, on a client computer, a user interface configured with a hosting application operable to execute one or more micro-applications. During runtime of the user interface, a request for a CRM function is received. A request is sent for a micro-application that corresponds to the requested CRM function. The user interface receives from a server hosting the micro-application a data package that includes the micro-application corresponding to the requested CRM function. The executable code in the data package is executed in the hosting application via the execution environment. One or more interactive areas are rendered that are configured to display information pertaining to the requested CRM function.

Abstract: A rotating detonation combustor includes a combustion chamber configured for a rotating detonation process to produce a flow of combustion gas and an air plenum configured to contain a volume of air. The rotating detonation combustor also includes a flow passage coupled in flow communication between the combustion chamber and the air plenum and configured to channel an airflow from the air plenum. The rotating detonation combustor also includes a fuel inlet coupled in flow communication with the flow passage and configured to channel a fuel flow into the flow passage. The flow passage includes a plurality of fuel mixing mechanisms configured to mix the airflow and the fuel flow within the combustion chamber.

Abstract: A method of creating a polymer surface with surface structures is disclosed. The method includes creating a mold, forming a metal sheet into the molds, creating a surface structure on a surface of the metal sheet by exposing the surface to laser pulses, and bringing a curable polymer to be in contact with the surface of the metal sheet containing the surface structure, curing the curable polymer, and separating the cured polymer from the metal sheet, resulting in a polymer surface containing the surface structure. The polymer surfaces with the surface structures can be hydrophobic or superhydrophobic depending on the micro and nano features contained by the surface structures.

Abstract: Embodiments provide a generative AI creation framework to a customized generative AI stack using a foundational model (such as GPT) based on user-defined prompts, a natural language description of the task to be accomplished, and domain adaptation. In one embodiment, organization-specific knowledge may be injected into either the prompt and/or the foundational model. In this way, the customized generative AI stack thus supports a full spectrum of domain-adaptive prompts to enable a full spectrum of personalized and adaptive AI chat applications.

Abstract: Embodiments provide a generative AI creation framework to a customized generative AI stack using a foundational model (such as GPT) based on user-defined prompts, a natural language description of the task to be accomplished, and domain adaptation. In one embodiment, organization-specific knowledge may be injected into either the prompt and/or the foundational model. In this way, the customized generative AI stack thus supports a full spectrum of domain-adaptive prompts to enable a full spectrum of personalized and adaptive AI chat applications.

Abstract: A snow blower may include a frame, a rotatable auger, one or more wheels, and a chute body. The frame may define an inlet opening and an outlet opening. The outlet opening may be circumferentially bounded about a chute axis. The rotatable auger may be mounted to the frame rearward from the inlet opening and below the outlet opening to motivate snow to the outlet opening. The one or more wheels may be mounted to the frame apart from the rotatable auger to support the snow blower. The chute body may extend from the frame along the chute axis above the outletopening.

Abstract: In some embodiments, a camera actuator includes an actuator base, an autofocus voice coil motor, and an optical image stabilization voice coil motor. In some embodiments, the autofocus voice coil motor includes a lens carrier mounting attachment moveably mounted to the actuator base, a plurality of shared magnets mounted to the base, and an autofocus coil fixedly mounted to the lens carrier mounting attachment for producing forces for moving a lens carrier in a direction of an optical axis of one or more lenses of the lens carrier. In some embodiments, the optical image stabilization voice coil motor includes an image sensor carrier moveably mounted to the actuator base, and optical image stabilization coils moveably mounted to the image sensor carrier within the magnetic fields of the shared magnets, for producing forces for moving the image sensor carrier in a plurality of directions orthogonal to the optical axis.

Abstract: A snow blower may include a frame, a rotatable auger, one or more wheels, and a chute body. The frame may define an inlet opening and an outlet opening. The outlet opening may be circumferentially bounded about a chute axis. The rotatable auger may be mounted to the frame rearward from the inlet opening and below the outlet opening to motivate snow to the outlet opening. The one or more wheels may be mounted to the frame apart from the rotatable auger to support the snow blower. The chute body may extend from the frame along the chute axis above the outlet opening.

Abstract: Methods, apparatus, systems and articles of manufacture are disclosed to analyze telemetry data of a network device for malicious activity. An example apparatus includes an interface to obtain first telemetry data, a rules generator to, using the first telemetry data, generate a global block list using a machine learning model, the machine learning model generated based on a device specific block list and a device specific allow list, and a model manager to transmit the global block list to a gateway, the gateway to facilitate on-path classification of second telemetry data.

Abstract: The present disclosure relates to memory devices and, more particularly, to bias voltage generation circuit for memory devices and methods of operation. The voltage generation circuit includes: an internal voltage generator which providing a bias voltage to at least one internal node of a bias voltage generation circuitry; and at least one pre-charging circuitry providing a predefined bias voltage to at least one internal node including a distributed network of local drivers.

Abstract: Use of watermarking in a media stream as a trigger for carrying out a fingerprint-related action, such as starting to generate fingerprints of the media stream, increasing a rate of generation of fingerprints of the media stream, starting to report fingerprints of the media stream, requesting fingerprints, or engaging in a fingerprint comparison. In an implementation, a media client that is processing the media stream could detect the watermark in the media stream and could responsively carry out or cause to be carried out a fingerprint-related action. Or an entity in a media-distribution path along which the media stream flows to a media client could detect the watermark in the media stream and could responsively carry out or cause to be carried out a fingerprint-related action. Further, the watermark could be inserted into the media stream in the first place based on transport-stream carried metadata, among other possibilities.

Abstract: In one aspect, an example method includes (i) obtaining video that depicts an object across multiple frames of the video; (ii) detecting the object within the obtained video and determining object characteristic data associated with the detected object; (iii) determining user profile data associated with a viewer of the video; (iv) using at least the determined object characteristic data and the determined user profile data as a basis to select a replacement object from among a set of multiple candidate replacement objects; (v) replacing the detected object with the selected replacement object to generate video that is a modified version of the obtained video; and (vi) outputting for presentation the generated video.

Abstract: The invention relates to a method for manufacturing an electrocatalyst in the form of an HER catalyst for a water electrolyzer, wherein the HER catalyst is synthesised from an aqueous solution of a molybdenum salt with the addition of an aromatic amine and an acid. The invention further relates to a method for manufacturing an electrocatalyst in the form of an OER catalyst for a water electrolyzer, electrocatalysts in the form of HER and OER catalysts, an electrode for electrochemical cells, an ion exchange membrane for an electrochemical reactor, a method for manufacturing an ion exchange membrane for an electrochemical reactor, a water electrolyzer, a method for manufacturing a catalytically active catalyst layer and a method for manufacturing a water electrolyzer.

Abstract: Systems and methods for determining trust across mobility platforms are provided. In one embodiment, a method includes receiving first mobility data for a first automation experience of a user with a first mobility platform. The method also includes receiving a swap indication for a second automation experience of the user with a second mobility platform after the first automation experience. The method further includes selectively assigning the first mobility platform to a first mobility category and the second mobility platform to a second mobility category different than the first mobility category. The method yet further includes calculating an estimated trust score for the second automation experience by applying a trust model based on the first mobility category, the second mobility category, and a sequence of the first automation experience and the second automation experience. The method includes modifying operation of the second mobility platform based on the estimated trust score.

Abstract: A method for identifying locked-up simulation testbench components during a simulation is disclosed. In some embodiments, the method includes creating, by an initiator simulation testbench component, at least one migrant packet. The method further includes circulating, during a component identification cycle, each of the at least one migrant packet in an associated predefined direction through each of the plurality of simulation testbench components in the associated daisy loop from the at least one daisy loop. The method further includes circulating, during an issue identification cycle, each of the least one migrant packet in the associated predefined direction through each of the plurality of simulation testbench components in the associated daisy loop.

Abstract: Methods, apparatus, systems, and articles of manufacture are disclosed to improve media identification. An example apparatus includes a hash handler to generate a first set of reference matches by performing hash functions on a subset of media data associated with media to generate hashed media data based on a first bucket size, a candidate determiner to identify a second set of reference matches that include ones of the first set, the second set including ones having first quantities of hits that did not satisfy a threshold, determine second quantities of hits for ones of the second set by matching ones to the hash tables based on a second bucket size, and identify one or more candidate matches based on at least one of (1) ones of the first set or (2) ones of the second set, and a report generator to generate a report including a media identification.

Abstract: Systems and methods for training machine learning models are disclosed. An example method includes receiving historical event timing data including event data for a first portion including events from a first time period, and a second portion comprising events from a second time period not including the first time period, predicting, based on the first portion of the historical event timing data, a first plurality of predicted events, the first plurality of predicted events corresponding to the second time period, determining a first subset of predicted events to be accurate predictions based at least in part on comparing the first plurality of predicted events to the historical events occurring within the second time period, generating training data based at least in part on the first subset of the first plurality of predicted events, and training the machine learning model based at least in part on the training data.

Abstract: Apparatuses and methods related to federated learning are described. A host system can, responsive to a valid trust signal from a first local device, communicate a global model and a global loss value to the local device. The host system can receive a local loss value from the local device. The local loss value can be based on execution of a local version of the global model, generated by the local device, on a local test dataset by the local device. The host system can analyze the local loss value based on quantities of training samples and test samples. Responsive to the local loss value being more preferred than the global loss value, the host system can receive the local version of the global model from the local device, update the global model, and communicate the updated global model to the local device and to another local device.

Abstract: Systems and methods for identifying key moments, such as key moments within a livestream, are described. Embodiments of the present disclosure obtain video data and text data. In some cases, the text data is aligned with a timeline of the video data. The system then computes a moment importance score for a time of the video data using a machine learning model based on the video data and the text data, and presents content to a user at the time of the video data based on the moment importance score.

Abstract: Embodiments are directed to a system for providing continuous service in a wireless communication network. The system includes a communication management controller, a first DU connected to the communication management controller for communicating with a CU and a second DU. Traffic associated with the first DU is provided as input to an active port of the communication management controller and the first DU is configured to set an alarm signal to a control port of the communication management controller indicating an active status of the first DU. The communication management controller determines a failure of the first DU based on the alarm signal is not set and automatically switches the input from the active port to a default port of the communication management controller and provide continuous service in the wireless communication network by redirecting traffic associated with the first DU towards the second DU.