Abstract: Disclosed are apparatuses, systems, and techniques that provide virtual immersion sound experience and spatialization effects with an audio device supporting a low number of sound channels, according to at least one embodiment. The techniques include but are not limited to associating input audio channels of an audio stream with virtual speakers, identifying, using an optical sensor, positioning of a user's head relative to the virtual speakers, determining simulated sound intensities at one or more reference locations associated with the user's head, and generating, based on the simulated sound intensities, output audio signals configured for physical speakers.

Abstract: Embodiments disclosed herein comprise semiconductor devices with two dimensional (2D) semiconductor channels and methods of forming such devices. In an embodiment, the semiconductor device comprises a source contact and a drain contact. In an embodiment, a 2D semiconductor channel is between the source contact and the drain contact. In an embodiment, the 2D semiconductor channel is a shell.

Abstract: An integrated circuit includes a power supply monitor, a clock generator, and a divider. The power supply monitor is operable to provide a trigger signal in response to a power supply voltage dropping below a threshold voltage. The clock generator is operable to provide a first clock signal having a frequency dependent on a value of a frequency control word, and to change the frequency of the first clock signal over time using a native slope in response to a change in the frequency control word. The divider is responsive to an assertion of the trigger signal to divide a frequency of the first clock signal by a divide value to provide a second clock signal.

Abstract: A fluid catalytic cracking process for p-cresol dimer to produce valuable phenolic monomers, i.e., 2-methyl phenol, 4-methyl phenol, 2,3-xylenol, and phenol, uses an equilibrium catalyst (E-cat) generated in the petroleum fluid catalytic cracking (FCC) unit. The p-cresol dimer can be processed under relatively mild conditions, while maximizing desired and minimizing undesired products.

Abstract: Systems and methods for tracking data lineage and record lifecycle using a distributed ledger are disclosed. In one embodiment, a method for tracking record lifecycle events may include: (1) creating, by a record lifecycle tool, a recordable artifact for a record lifecycle event in a record lifecycle, the recordable artifact comprising data for the record lifecycle event; (2) generating, by the record lifecycle tool, a hash of the data; (3) creating, by the record lifecycle tool, record lifecycle event metadata for the recordable artifact; (4) signing, by the record lifecycle tool, the record lifecycle event metadata; (5) writing the record lifecycle event metadata to supply chain metadata storage at a storage location, wherein the supply chain metadata storage may be cryptographically verifiable and immutable; and (6) writing the hash and an identifier for the storage location in the supply chain metadata store to a present state database.

Abstract: Systems and methods are described herein for generating a playlist for a simultaneous presentation of a plurality of media assets. The system retrieves a user preference associated with a user profile and receives a selection of a first media asset and a second media asset from the plurality of media assets for presentation on a user device. The system parses the respective audio streams of the first media asset and the second media asset to identify one or more preferred audio segments based on the user preference and generates the playlist of the identified one or more preferred audio segments. Based on a generated audio playlist, the system generates, for presentation on the user device, the video stream for each of the first media asset and the second media asset and the playlist of the identified one or more preferred audio segments.

Abstract: Systems and methods for peer-to-peer secure document exchange are disclosed. The system may allow a document provider to securely transmit a certified document to a document verifier using decentralized storage. The verifier system may generate a session key pair and transmit the session public key to a trusted API provider. The trusted API provider may generate a session nonce. The verifier system may transmit the session nonce to the provider system. The provider system may use the session nonce to retrieve the session public key. The provider system may encrypt a certified document using the session public key and store the encrypted certified document in the decentralized storage. The verifier system may retrieve the encrypted certified document by polling the trusted API provider based on the session nonce. The verifier system may decrypt the encrypted certified document using the session private key.

Abstract: Embodiments provide for improved model maintenance utilizing third-party workspaces. Some embodiments receive data artifact(s) associated with training of a machine learning model, generate model keyword(s) based on the data artifact(s), and store the machine learning model linked with the model keyword(s). Some embodiments receive data artifact(s), generate an embedded representation based on the data artifact(s), and store the embedded representation of the machine learning model in an embedding space. The stored data is then searchable to identify relevant models for deployment.

Abstract: A transfer and coating apparatus transfers a component from a conveyor to a coating station for application of a coating. The transfer apparatus includes a mast that can move about orthogonal axes in a horizontal plane and a mast having a carriage that can move vertically. The carriage includes a hook that swings about a horizontal axis relative to the mast for movement of the component in the horizontal direction. A sway bar extends between the hook and component to inhibit movement about a horizontal axis. The component is delivered to an upper compartment of a coating apparatus where it can be lowered in to a lower compartment containing coating material. Excess coating material is removed by an array of nozzles in the upper compartment as the component is raised from the coating material. The orientation of the nozzles is adjustable during removal of the coating material.

Abstract: A method for determining a state of health (SOH) of an electrical connection in a steering system includes, using a processor configured to execute instructions, receiving an input indicative of the SOH of the electrical connection, the input including a resistance associated with the electrical connection, and the SOH corresponding to at least one of an accumulated health (AH) of the electrical connection and a remaining usable life (RUL) of the electrical connection, calculating, based on the received input and usage associated with the vehicle, a first SOH value, calculating, based on the received input and behavior associated with the vehicle, a second SOH value, calculating, based on the first SOH value and the second SOH value, a third SOH value, the third SOH value being an indicator of the AH or the RUL of the electrical connection, and performing at least one action based on the third SOH value.

Abstract: A vacuum arc remelting (VAR) system for forming an ingot from an electrode is disclosed. The system includes a crucible assembly configured to accommodate the electrode and the ingot. The system includes a primary electromagnetic energy source arranged about the crucible assembly. The primary electromagnetic energy source and the crucible assembly are configured to move relative to one another along a longitudinal axis of the crucible assembly. The system includes a secondary electromagnetic energy source arranged about an upper end portion of the crucible assembly. The secondary electromagnetic energy source is stationary and fixed to the upper end portion of the crucible assembly.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for generating an output image. In one aspect, one of the methods includes generating the output image intensity value by intensity value according to a generation order of pixel-color channel pairs from the output image, comprising, for each particular generation order position in the generation order: generating a current output image representation of a current output image, processing the current output image representation using a decoder neural network to generate a probability distribution over possible intensity values for the pixel—color channel pair at the particular generation order position, wherein the decoder neural network includes one or more local masked self-attention sub-layers; and selecting an intensity value for the pixel—color channel pair at the particular generation order position using the probability distribution.

Abstract: A method for detecting degradation intermittencies in an electrical connection in a steering system of a vehicle includes, using a processor configured to execute instructions, receiving an input indicative of a plurality of measurements of resistance associated with the electrical connection, calculating, based on the received input, at least one adaptive control threshold, comparing a first measurement of the plurality of measurements to the at least one adaptive control threshold, determining whether the electrical connection has a degradation intermittency in response to the comparison between the first measurement and the at least one adaptive control threshold, and performing at least one action in response to determining that the electrical connection has the degradation intermittency.

Abstract: Embodiments provide for improved model maintenance utilizing third-party workspaces. Some embodiments receive data artifact(s) associated with training of a machine learning model, generate model keyword(s) based on the data artifact(s), and store the machine learning model linked with the model keyword(s). Some embodiments receive data artifact(s), generate an embedded representation based on the data artifact(s), and store the embedded representation of the machine learning model in an embedding space. The stored data is then searchable to identify relevant models for deployment.

Abstract: The present disclosure provides techniques and solutions for retrieving and presenting test analysis results. A central testing program includes connectors for connecting to one or more test management systems. Test data, such as test results in test logs, is retrieved from the one or more test management systems. For failed tests, failure reasons are extracted from the test data. Test results are presented to a user in a user interface, including presenting failure reasons. A link to a test log can also be provided. A user interface can provide functionality for causing a test to be reexecuted.

Abstract: A system and method are presented. A plurality of target objects are determined by a radar system. Each target object in the plurality of target objects is associated with a distance value and a velocity value. A power reduction factor is determined using the distance value and the velocity value associated with each target object of the plurality of target objects. A second radar signal is transmitted at a second power level determined by the power reduction factor.

Abstract: Systems and methods for building a vehicle data repository (VDR) are provided. In some embodiments, the VDR is constructed by adding standardized build sheets to it. The standardized build sheets may be constructed by selecting data from various data sources (e.g., original equipment manufacturer (OEM) databases, National Highway Traffic Safety Administration (NHTSA) databases, Highway Loss Data Institute (HLDI) databases, and/or Insurance Institute for Highway Safety (IIHS) databases). Furthermore, a common ontology may be created and applied to the various data sources to aide in the selection of data between the data sources to construct the standardized build sheets.

Abstract: Cost aware routing in a network topology to reduce costs within an egress-based pricing model. A method includes receiving telemetry data from one or more of a network device or a compute device within a cloud computing network, wherein the telemetry data is associated with a customer of the cloud computing network. The method includes retrieving an egress-based pricing scheme associated with a provider of the cloud computing network and provisioning one or more of the network device or the compute device to optimize routing decisions for the customer to reduce a predicted data egress charge for the customer.

Abstract: The disclosure provides compositions and methods for reducing fouling of a surface in contact with a medium during a natural gas processing procedure. Methods may include adding a composition to the medium, wherein the medium includes an inorganic particle, an organic particle, and/or an inorganic-organic particle, and the composition includes a surfactant. The surfactant may encapsulate the particle. The surfactant may include, for example, a phthalate ester, a naphthalate ester, a tall oil fatty acid, a soya oil fatty acid, sunflower oil fatty acid, canola oil fatty acid, coconut oil fatty acid, cyrene, a trigylceride, or any combination thereof.

Abstract: Cost aware routing in a network topology to reduce costs within an egress-based pricing model. A method includes receiving telemetry data from one or more of a network device or a compute device within a cloud computing network, wherein the telemetry data is associated with a customer of the cloud computing network. The method includes retrieving an egress-based pricing scheme associated with a provider of the cloud computing network and provisioning one or more of the network device or the compute device to optimize routing decisions for the customer to reduce a predicted data egress charge for the customer. A route may be selected to traverse multiple clouds and/or colocation providers according to ingress, egress, and transfer charges. Segment routing and VRFs may be used to implement routes selected based on criteria such as cost, latency, throughput, and jitter.