Abstract: A louver assembly configured to couple to a stand-alone HVAC unit includes a frame defining an opening configured to direct an ambient air flow from an ambient environment into the stand-alone HVAC unit. The louver assembly also includes a plurality of louver blades secured to the frame and disposed within the opening. Each louver blade includes an upstream end, a downstream end, a main body, and a retention member extending from the main body at the upstream end to define a recess configured to accumulate liquid captured from the ambient air flow. Each louver blade is configured to direct the liquid along the recess toward a jamb frame member of the frame. The louver assembly further includes fasteners configured to extend through a component of the frame and engage with the louver blades to secure the louver blades to the frame.

Abstract: A motor includes a stator core and a stator booster. The stator booster includes a booster back-iron and a plurality of booster teeth. The booster back-iron includes a first end surface that abuts a first end surface of the stator core's back-iron for electrical communication therewith. The booster teeth extend radially inward from the booster back-iron and are spaced apart from one another in a circumferential direction about the central axis to define a plurality of booster slots that align with slots of the stator core. A first end surface of each booster tooth abuts a first end surface of a corresponding tooth of the stator core for electrical communication therewith. An electrically insulating material encapsulates opposite sides of each booster tooth that define the booster slots and a second end surface of each booster tooth that is opposite the first end surface of that booster tooth.

Abstract: A method includes receiving a message query from an entity identifier participating in a social network. The message query specifies one or more entities, one or more requirements, and one or more constraints. A set of message query parameters is generated based on the message query. A set of queries for a semantic graph of the social network is generated based on the set of message query parameters. The set of queries is applied to the semantic graph to obtain a set of query results. A message context of the entity identifier is determined based on the set of query results and the set of message query parameters. A set of messages from a message repository is determined based on the message context. The set of messages can be presented on a client computer associated with the entity identifier.

Abstract: A processor may automatically select a cloud service provider. A processor may receive one or more parameters associated with an entity and a cloud service dataset associated with a provider. A processor may generate a digital twin of the entity using the one or more parameters. A processor may simulate the digital twin of the entity and the cloud service dataset. A processor may identify, responsive to simulating the digital twin of the entity and the cloud service dataset, one or more predicted conditions of cloud service dataset on the entity. A processor may select the provider based, at least in part, on the one or more predicted conditions.

Abstract: Techniques are discussed herein for providing notification messages to a user are provided. An example method of providing an alert to a user in an environment with multiple devices includes determining a first notification device based at least in part on a location of the user and one or more notification preferences associated with the user, generating an alert message based at least in part on the first notification device, and sending the alert message to the first notification device.

Abstract: A system and method for learning temporally consistent video synthesis using fake optical flow that include receiving data associated with a source video and a target video. The system and method also include processing image-to-image translation across domains of the source video and the target video and processing a synthesized temporally consistent video based on the image-to-image translation. The system and method further include training a neural network with data that is based on synthesizing of the source video and the target video.

Abstract: Online testing data governance techniques and systems are described. These techniques support incorporation of data governance as part of online testing through use of a testing governance system implemented as part of a testing system. These techniques are configured to address technical challenges specific to online testing involving design of the online test, runtime during which the online test is executed, and reporting of test results.

Abstract: Various aspects of the present disclosure generally relate to wireless communication. In some aspects, a user equipment (UE) may receive, from a base station, a semi-persistent scheduling (SPS) configuration associated with the UE. Additionally, the UE may refrain from transmitting a control element within an uplink period, associated with the SPS configuration, when a buffer of data intended for the base station is empty. For example, the UE may increase a period associated with the control element. Additionally, or alternatively, the UE may randomly select the control element, to refrain from transmitting, from a plurality of control elements within a period of time. Numerous other aspects are described.

Abstract: Systems and methods for clustering human trust dynamics are provided. In one embodiment, a computer implemented method for clustering human trust dynamics is provided. The computer implemented method includes receiving trust data for a plurality of participants interacting with one or more agents in an interaction. The computer implemented method also includes identifying a plurality of phases for the interaction. The computer implemented method further includes extracting features characterizing trust dynamics from the trust data for at least one interaction for each participant of the plurality participants. The at least one interaction is between the participant and an agent of the one or more agents. The computer implemented yet further includes assigning the features characterizing trust dynamics to a phase of the plurality of phases. The computer implemented method includes grouping a subset of the participant of the plurality of participants based on the on features characterizing trust dynamics.

Abstract: Aspects of the subject technology relate to systems, methods, and computer-readable media for predicting energy states of devices operating in an environment. An operational constraint and a device setting for a device operating in an environment can be identified. An environmental state of the environment can be predicted based on the device operating at the device setting and under the operational constraint through application of an environmental state model that maps varying operational constraints and varying device settings to varying environmental states in the environment. An energy state for operating the device in the environment at the device setting and under the operational constraint can be predicted based on the predicted environmental state through application of an energy consumption model that maps the varying environmental states to varying energy states.

Abstract: Method and apparatus for a configuration for optimizing operations between TNs and NTNs. The apparatus transmits, to a first network connected to the UE, an indication of a network preference for a second network based on at least an application at the UE. The apparatus communicates with the first network or the second network after sending the indication. The apparatus may switch to the second network automatically in response to transmission of the indication. The apparatus may measure a signal corresponding to the second network to determine a coverage quality of the second network. The apparatus may receive a transition indication to transition to a cell associated with the second network in response to the indication of the network preference for the second network.

Abstract: A memory device comprising a programmable command-and-address (CA) interface and/or a programmable data interface is described. In an operational mode, two or more CA interfaces may be active. In another operational mode, at least one, but not all, CA interfaces may be active. In an operational mode, all of the data interfaces may be active. In another operational mode, at least one, but not all, data interfaces may be active. The memory device can include circuitry to select: an operational mode; a sub-mode within an operational mode; one or more CA interfaces as the active CA interface(s); a main CA interface from multiple active CA interfaces; and/or one or more data interfaces as the active data interfaces. The circuitry may perform these selection(s) based on one or more bits in one or more registers and/or one or more signals received on one or more pins.

Abstract: A computer-implemented method for optimizing input/output (I/O) operations per second (IOPS) of remote storage. The computer-implemented method includes receiving requests for read operations and write operations from users of an application, dynamically creating batches into which the requests can be aggregated, aggregating the requests into the batches and asynchronously passing each completed batch to the remote storage.

Abstract: A method of forming a three-dimensional structure using droplet-based freeform printing is provided. The method includes depositing a structural material through one or more nozzles onto a surface of a substrate by droplet-based freeform printing, such as inkjet printing, to form one or more three-dimensional structures including a smooth surface and one or more cross-sectional dimensions. The structural material undergoes a liquid-to-solid transition after deposition of the structural material, and the one or more cross-sectional dimensions are controlled by a droplet ejection frequency.

Abstract: Various embodiments include methods and devices for circumventing processor error induced vulnerability. Embodiments may include determining whether a condition indicative of an error in a processor exists for a first processor, and preventing use of the first processor in response to determining that the condition indicative of the error in the processor exists for the first processor. In some embodiments, preventing use of the first processor may include transitioning the first processor to a low power state. In some embodiments, preventing use of the first processor may include preventing the first processor from being registered with an operating system. In some embodiments, the condition indicative of the error in the processor may include an enabled non-secure debug feature of the processor and a disabled secure debug feature of the processor.

Abstract: Methods, systems, and computer readable medium for adding a label to page hosted by a secondary product platform from a client associated with a primary product platform independent of the secondary product platform are disclosed. The method include receiving, at a primary product server, from a primary client associated with the primary product server, a label request associated with a page hosted by a secondary product server; generating and communicating to the secondary product server, independent from the primary product server, a request for label data associated with the page; receiving one or more labels associated with the page from the secondary product server; and communicating the received one or more labels to the primary client for display in a user interface that includes a main panel displaying the page hosted by the secondary product server and a label panel displaying the one or more labels.

Abstract: A system and method for detecting a perceived level of driver discomfort in an automated vehicle that include receiving image data associated with a driving scene of an ego vehicle, dynamic data associated with an operation of the ego vehicle, and driver data associated with a driver of the ego vehicle during autonomous operation of the ego vehicle. The system and method also include analyzing the image data, the dynamic data, and the driver data and extracting features associated with a plurality of modalities. The system and method additionally include analyzing the extracted features and detecting the perceived level of driver discomfort. The system and method further include analyzing the perceived level of driver discomfort and detecting a probable driver takeover intent of the driver of the ego vehicle to takeover manual operation of the ego vehicle.

Abstract: A data processing system for machine-learning driven data analysis and reminders implements obtaining an electronic copy of demographic information and an electronic copy of insurance and benefits information associated with a user; providing the demographic information and the insurance and benefits information to a first machine learning model; analyzing the demographic information and the insurance and benefits information with the first machine learning model to output a first benefits utilization prediction that the one or more benefits are available to the user; providing the first benefits utilization prediction as an input to a recommendation engine; generating, using the recommendation engine, a benefits usage summary recommendation report that presents the information regarding the one or more benefits available to the user based on the first benefits utilization prediction; and causing a user interface of a display of a computing device to present the benefits usage summary recommendation report.

Abstract: Various aspects of the present disclosure generally relate to wireless communication. In some aspects, a network node may obtain position information associated with a first subset of network node positions, of a set of network node positions, in connection with a map associated with a wireless coverage area. The network node may obtain map information associated with the map and may determine, based on a machine learning component, a first plurality of predicted pathloss values associated with a second subset of network node positions of the set of network node positions. Numerous other aspects are described.

Abstract: A system, method, and computer-readable medium for assessing and reducing mental strain of a user when the user operates an information handling system comprising. Sensors of the information handling system's display capture light that is reflected from an eye of the user. The captured light is converted to voltage values over time. The voltage values are correlated to eye movement or blinking. If the eye movement or blinking meets or exceeds a threshold value, corrective action is taken to reduce mental strain of the user.