Abstract: A motor vehicle having a front end, a pair of opposing front wheel wells rearward of the front end, and an air guide duct having at least one air inlet disposed forward of the front wheel wells and facing the front end of the motor vehicle. The air guide duct also has at least one air outlet opening into at least one of the front wheel wells such that incoming air from the front end of the motor vehicle is guided into at least one of the front wheel wells.

Abstract: In an embodiment, a method comprises: establishing, by a wireless wearable computer worn by a user, a wireless communication connection with a fitness machine; obtaining machine data from the fitness machine while the user is engaged in a workout session on the fitness machine; obtaining, from a heart rate sensor of the wireless device, heart rate data of the user; determining a calibrated maximal oxygen consumption of the user based on the heart rate data and the machine data; determining a heart rate caloric expenditure based on the heart rate data and the calibrated maximal oxygen consumption of the user; and providing information corresponding to the heart rate caloric expenditure for presentation.

Abstract: Dynamic campaign optimization systems and methods may be used to continuously test many alternative campaign configurations while allowing all configurations, including configurations formerly identified as successful and unsuccessful, to be re-tested in order to identify successful configurations that may previously have been identified as unsuccessful.

Abstract: Multi-modal machine-learning model training techniques for search are described that overcome conventional challenges and inefficiencies to support real time output, which is not possible in conventional training techniques. In one example, a search system is configured to support multi-modal machine-learning model training. This includes use of a preview mode and an expanded mode. In the preview mode, a preview segment is generated as part of real time training of a machine learning model. In the expanded mode, the preview segment is persisted as an expanded segment that is used to train and utilize an expanded machine-learning model as part of search.

Abstract: An apparatus includes a catheter assembly for use in a medical procedure to conduct electrophysiological mapping. The catheter assembly includes a catheter having an end effector with a tip member. One or more insert-molded microelectrodes are located in the tip member of the end effector for conducting electrophysiological mapping. The insert-molded microelectrodes include a microelectrode and a composite that isolates the microelectrode from contact with the tip member.

Abstract: A system for using loyalty rewards accounts in a digital wallet may generate a mapping comprising an account mapped to a wallet token number and an indicator with the mapping stored in a database on a network of servers. The indicator may indicate an account type, and the wallet token number may be transmitted to a user device. The system may also receive a transaction request including a received wallet token number and a received indicator The indicator may be matched to the received indicator to determine the received wallet token number is associated with the account type (e.g., a loyalty rewards account). The system may route the transaction request to a loyalty settlement process in response to the account type being a loyalty rewards account.

Abstract: The present invention is related to a learning-based surrogate model capable of predicting operating condition-dependent time and/or frequency domain waveforms at the IC pins. The model of the present invention consists of a set of discrete features that can be extracted from a time-domain waveform and can be used to reconstruct the continuous time-domain waveform accurately and consequently reconstruct the frequency-domain characteristics of the time-domain waveform. The model of the present invention has a machine-learning framework e.g. an Artificial Neural Network, which can be trained to predict all the features extracted as a function of parameters characterizing the operating conditions.

Abstract: A seat assembly of a vehicle includes a seat cushion, and a plurality of inflatable tubes located in the seat cushion. An inflation apparatus is operably connected to the plurality of inflatable tubes to selectably inflate the plurality of inflatable tubes upon detection of a crash event. A method of operating a seat assembly of a vehicle includes detecting a crash event, and selectably inflating a plurality of inflatable tubes in a seat cushion of the seat assembly in response to detection of the crash event. One or more inflatable tubes may be provided in a seat back, headrest and/or side bolster of the seat assembly to enhance active and passive safety features and to improve occupant comfort. This feature can be extended to a seat backrest, seat bolster and seat headrest to enhance active and passive safety features.

Abstract: Integrated circuit cell architectures including both front-side and back-side structures. One or more of back-side implant, semiconductor deposition, dielectric deposition, metallization, film patterning, and wafer-level layer transfer is integrated with front-side processing. Such double-side processing may entail revealing a back side of structures fabricated from the front-side of a substrate. Host-donor substrate assemblies may be built-up to support and protect front-side structures during back-side processing. Front-side devices, such as FETs, may be modified and/or interconnected during back-side processing. Electrical test may be performed from front and back sides of a workpiece. Back-side devices, such as FETs, may be integrated with front-side devices to expand device functionality, improve performance, or increase device density.

Abstract: A system for using loyalty rewards accounts in a digital wallet may add a loyalty rewards account as a payment medium to a digital wallet application by transmitting a token that identifies the loyalty rewards account to the digital wallet application, wherein the token includes an alias account identifier that is mapped to the loyalty rewards account; and transmitting a transaction request for the transaction, wherein the transaction request includes the token that identifies the loyalty rewards account as the payment medium for the transaction, wherein the token further includes an indicator that specifies an account type for the loyalty rewards account and is configured for routing the transaction request to the loyalty settlement process during settlement processing.

Abstract: A catheter has a two-piece tip electrode with a shell and a support structure defining a chamber, and a fluid distribution tube that extends longitudinally into the chamber, the fluid tube having fluid apertures along its length for distributing fluid more uniformly distributed throughout the chamber for improved cooling and thus minimizing the risk of char formation on regions of the tip electrode more prone to overheating.

Abstract: Systems and methods for injecting a carbonate-based sacrificial material into a nuclear reactor containment for containment of molten corium in severe nuclear reactor accidents are disclosed. Molten corium can be quickly cooled and solidified by the endothermic decomposition of the sacrificial material.

Abstract: A system for controlling heating, ventilation, or air conditioning (HVAC) equipment of a building includes one or more processing circuits configured to generate simulated building data using a simulation model of the building, pre-train a reinforcement learning (RL) model using the simulated building data, operate the HVAC equipment of the building using the RL model, and retrain the RL model using actual building data generated responsive to operating the HVAC equipment using the RL model.

Abstract: An automated method for processing security events. It begins by building an initial version of a knowledge graph based on security information received from structured data sources. Using entities identified in the initial version, additional security information is then received. The additional information is extracted from one or more unstructured data sources. The additional information includes text in which the entities (from the structured data sources) appear. The text is processed to extract relationships involving the entities (from the structured data sources) to generate entities and relationships extracted from the unstructured data sources. The initial version of the knowledge graph is then augmented with the entities and relationships extracted from the unstructured data sources to build a new version of the knowledge graph that consolidates the intelligence received from the structured data sources and the unstructured data sources. The new version is then used to process security event data.

Abstract: An approach for detection of malware is disclosed. The approach involves the use of using IR level analysis and embedding of canonical representation on a suspecting sample of software code. The approach can be applied to both malicious and benign software. Specifically, the approach includes converting a binary code to an IR (intermediate representation), canonicalizing the IR into a canonical IR, extracting one or more similarity representation based on the extracted features and comparing the one or more similarity representation to known malware.

Abstract: Mechanisms are provided for detecting abnormal system call sequences in a monitored computing environment. The mechanisms receive, from a computing system resource of the monitored computing environment, a system call of an observed system call sequence for evaluation. A trained recurrent neural network (RNN), trained to predict system call sequences, processes the system call to generate a prediction of a subsequent system call in a predicted system call sequence. Abnormal call sequence logic compares the subsequent system call in the predicted system call sequence to an observed system call in the observed system call sequence and identifies a difference between the predicted system call sequence and the observed system call sequence based on results of the comparing. The abnormal call sequence logic generates an alert notification in response to identifying the difference.

Abstract: A vehicle seat system includes a seat including a seat back and a seat base and a passive restraint system mounted adjacent to the seat. The passive restraint system includes a lap belt. A belt adjuster is mounted at the seat. The belt adjuster includes a member operable to engage and shift the lap belt away from the seat back upon being exposed to a selected deceleration force.

Abstract: A method for receiving an app-use contextual data set, applies artificial intelligence style machine logic to the app-use contextual data in order to generate a recommendation that the app should be subject to a recommended revision, in response to the generation of the recommended revision, makes the recommended revision in a dynamic manner, stores the app-use contextual data set in the form of a plurality of blockchain data structures, and operates around contextual reset/roll-back/restore scenarios in a hybrid cloud environment.

Abstract: Techniques for improving a natural language processing (NLP) system by providing controlled access to event data to third party systems. For example, the system may control access to event data in a secured way that allows for expanded functionality such as at home games using existing sensors/devices. The system may generate event data using sensor data received from the devices and may enable a customer to configure which devices/sensors a third party system is allowed to access. In addition, the system may only send event data after receiving permission from the customer, such as upon receiving a command to begin a game. The third party system may use the event data to provide additional functionality to the customer during a period of time, which ends at the conclusion of the game, a command from the user to end the game, and/or after a timeout even occurs.

Abstract: A set top box is disclosed that delivers content from a television service provider to a user, the content being developed by a third party service provider. The set top box includes a receiver for onboarding an application to the set top box from a cloud store over a network. The application is onboarded to the cloud store from the third party service provider in response to the application being developed directly by the third party service provider using an interface provided by the television service provider in the cloud store. The set top box also includes an interface for transmitting a request from the user for content through the application to a television of the user over the network. Then, in response to receiving the request from the set top box, the receiver receives from the television service provider to the set top box content requested by the user.