Abstract: A sensing device is provided. For example, a sensing device may include a conducting element, a DC voltage source, a voltage measuring device, a first switching circuitry to selectively connect the DC voltage source to the conducting element, and a processor that controls the first switching circuitry. The conducting element comprises first and second dissimilar materials arranged such that there is a first junction between the dissimilar materials and a second junction between the dissimilar materials. The processor controls the first switching circuitry to connect the DC voltage source to the conducting element to apply a DC voltage for a first period of time and to disconnect the DC voltage source to measure a voltage over a second period of time.

Abstract: Separators for use with gas turbine engines are disclosed herein. An example cabin bleed system disclosed herein includes a bleed line coupled to a gas turbine engine, a separator defining a cavity fluidly coupled to the bleed line, the separator including a first ring including a first opening fluidly coupled to the cavity. a second ring surrounding the first ring, the second ring including a second opening fluidly coupled to a cabin of an aircraft, and a filter disposed in a fluid pathway extending between the first opening and the second opening.

Abstract: The disclosure relates to a 5G or 6G communication system for supporting a higher data transmission rate. Specifically, the disclosure related to method performed by a user equipment (UE) in a wireless communication system. The method comprising includes receiving, from a base station of a hosting network, localized service support information. The method further includes performing, a manual selection of the hosting network based on the localized service support information. The method further includes transmitting, to the base station of the hosting network, a registration request message for a localized service from the hosting network. The method further includes receiving, from the base station of the hosting network, a registration accept message in response to the registration request message.

Abstract: An online system performs an atypical replacement recommendation task in conjunction with a model serving system or the interface system to make recommendations to a user for replacing a target item with an atypical replacement item. The online system receives a search query from a user and identifies a target item based on the search query. The online system identifies a set of candidate items for replacing the target item. The online system may select one or more atypical replacement items in the set of candidate items, and generate an explanation for each atypical replacement item. The explanation provides a reason for using the atypical replacement item to replace the target item. The online system provides the atypical replacement items and the corresponding explanations as a response to the search query.

Abstract: In one embodiment, a method of training one or more artificial intelligence (AI) models for language-based communication prompts with a service provider is disclosed. The training method includes generating industry specific labels used to fine tune a large language model; providing an industry specific database associated with the industry specific labels to fine tune the large language model; reading the industry specific database into the large language model; adjusting the parameters of the large language model to recognize industry specific terms associated with servicing equipment within the industry; adjusting the parameters of the large language model to discover the intent associated with the industry specific terms; and adjusting the parameters of the large language model for industry specific tasks including questions and answer tasks, named entity recognition, classification tasks, and machine translations tasks.

Abstract: The present disclosure is directed to coated drug ion exchange particles and granules containing a resinous core, one or more active pharmaceutical agents and a coating comprising a cellulose acetate polymer optionally in combination with an enteric polymer. Related compositions and methods of making are disclosed.

Abstract: Various embodiments of the present disclosure relate to operator assistance based on extracting natural language characters from one or more sensed objects. For instance, particular embodiments may generate a natural language utterance based on extracting natural language text in a nearby traffic sign. In an illustrative example, particular embodiments may detect, via object detection and within image data, one or more regions of the image data depicting the traffic sign. Particular embodiments can then extract one or more first natural language characters represented in the traffic sign based at least on performing optical character recognition within the one or more regions of the image data in response to detecting the one or more regions of the image data depicting the traffic sign.

Abstract: This disclosure provides systems, methods, and devices for wireless communication that supports an assistance indicator, such as a UAI message, that includes position assistance information. In a first aspect, a method of wireless communication includes generating, by a user equipment (UE), an assistance indicator including position assistance information. The method further includes transmitting the assistance indicator to a network entity. Other aspects and features are also claimed and described.

Abstract: Present disclosure includes determining, at two or more gateway nodes that each communicate with a plurality of branch nodes and a plurality of resources, dynamically a path between each of the plurality of branch nodes and each of the plurality of resources, wherein the path includes one or more virtual routers; generating, at the two or more gateways, dynamically a path length based upon a number of virtual routers each path traverses; automatically translating the path length to an overlay management protocol route preference for each of the plurality of resources.

Abstract: A system for implementing location-based validation in data item transfer approval is disclosed. The system receives a request message that indicates to transfer a data item. The system determines a first location data indicating where a sender has registered to a software application configured to facilitate transferring the data item and a second location data indicating a current location of the sender. The system determines a third location data indicating where a receiver has registered to the software application and a fourth location data indicating a current location of the receiver. The system determines whether the request message is anomalous based at least on rules. Each rule indicates a circumstance that a data item transfer request is to be approved or denied based on location data associated with a sender and a receiver. The system grants the request message if it is determined that the request message is not anomalous.

Abstract: A machine-learned predictive model is trained to predict potential for customer complaint. The model is part of an online concierge system. The online concierge system accesses a customer order that includes one or more items. The online concierge system determines input data for an item of the one or more items. The online concierge system determines a prediction value associated with potential for customer complaint for the item by applying the machine-learned prediction model to the input data. The online concierge system provides the prediction value to a picker client device associated with a picker who is assigned the item. The picker client device presents an alert to the picker based in part on the prediction value, and the alert includes a message that is customized to mitigate a cause of potential customer complaint for the item.

Abstract: A system includes Adapter, Clip, Member, Wire and Mechanism. Adapter includes a proximal portion mounted over a distal end of an insertion device and a distal portion extending distally from the proximal portion. Clip includes Jaws to move between insertion configuration, in which Jaws extend about Adapter and are separated to receive tissue, and initial configuration, in which Clip is moved distally off of Adapter so that Jaws grip tissue. Member is releasably coupled to Clip and movably connected to Adapter. Member extends from a proximal portion to remain, in an operative configuration, outside body to a distal portion to be coupled to the distal end. Wire is received within Member and extends to a distal end releasably coupled to Clip via Link when predetermined force is applied. Mechanism selectively locks the distal portion of Member against proximal movement relative to Adapter during release of Link.

Abstract: An illustrative intent classification engine may access a text transcript and determine one or more features associated with the text transcript. Based on the one or more features, the intent classification engine may generate an aggregate embedding vector and provide the aggregate embedding vector as an input to a trained model configured to output an intent classification. Corresponding methods and systems are also disclosed.

Abstract: Output sentences of a primary large language model is provided to a criteria model including a second large language model. The criteria model compares the output to a reference source. As a result of comparing, the criteria model generates a first data structure including a first vector. The first vector stores, an evaluation of the output as being consistent or inconsistent with the reference source, and a corresponding reason for the evaluation. The criteria model identifies an inconsistent sentence, in the sentences, that is inconsistent with the reference source. The method also includes rewriting, by a reason improver model including a third large language model, the inconsistent sentence into a consistent sentence. The consistent sentence is consistent with the reference source. The output is modified by replacing the inconsistent sentence in the sentences with the consistent sentence. Modifying generates a modified output. The method also includes returning the modified output.

Abstract: A convolutional neural network (CNN) system is provided that includes a flexible accelerator configured to convert an input feature map into a set of input sub-feature maps, each having a similar amount of sparsity. The system allows each of the sub-feature maps to be processed independently while taking advantage of the sparsity. In some aspects, the CNN system is configured with an index processor that receives data value indexes and weight indexes and generates data path processor commands for processing by a separate data path processor. In other aspects, unroll circuitry is configured to unroll feature maps to provide index-value compression. The unroll/compression scheme allows an input feature map to be read sequentially (tile-by-tile) so that an accumulate buffer can be implemented with a single read-only path and single write-only path. This can simplify memory control design, eliminating requirements for expensive cache-like structures while also reducing power.

Abstract: A method for automatically providing instructional content based on wearable data from a wearable device is provided. The method may include automatically tracking and receiving, via the wearable device, real-time wearable data associated with a user and a detected user activity including automatically detecting body sensor data associated with the user and corresponding to the detected user activity. The method may also include automatically determining whether the tracked and received real-time wearable data associated with the user and the user activity indicates a user frustration event. The method may further include in response to automatically determining that the tracked and received real-time wearable data associated with the user and the user activity indicates the user frustration event, automatically retrieving and presenting the instructional content from instructional material related to the user activity and the user frustration event.

Abstract: Methods, apparatus, and processor-readable storage media for providing an automated workload migration framework are presented herein. An example computer-implemented method includes obtaining one or more requests for migrating a plurality of workloads, where the one or more requests comprise information corresponding to characteristics associated with the plurality of workloads. The process can include analyzing the one or more requests by applying one or more migration selection criteria to the characteristics associated with the plurality of workloads and selecting at least one of a plurality of migration services to use for migrating the plurality of workloads based on a result of the analyzing. The process can also include generating a set of instructions to migrate the plurality of workloads using the selected at least one migration service and automatically triggering the migration of the plurality of workloads based at least in part on the set of instructions.

Abstract: The presented invention relates to pharmaceutical composition comprising Bempedoic acid and processes for preparation thereof.

Abstract: Disclosed herein are system, method and/or computer program product embodiments, and/or combinations and sub-combinations thereof, for enhancing a picture quality of visual content rendered for display by a media device. In an embodiment, the media device reconstructs a video frame from a video signal that is received by the media device, provides the video frame as input to a machine learning model that outputs a set of picture quality parameter values based on the video frame, receives the set of picture quality parameter values output by the machine learning model, modifies the video frame based on the set of picture quality parameter values to generate a modified video frame, and provides the modified video frame to a display device for presentation thereby.

Abstract: In one aspect, a computer-implemented method for redundant multicast groups, includes receiving a request for an element of content from a device, where the element of content is associated with a first source address and a redundant source group identifying multiple servers in a network including the element of content, determining a second source address within the redundant source group has a shorter distance to a location of the device, and routing packets associated with the element of content from the second source address to the device. The method further includes determining the connection has failed, and routing, automatically upon determining the connection has failed, the device to a third source address of the multiple servers, where the third source address is selected according to a server selection policy.