Abstract: There is provided a data processing apparatus comprising history storage circuitry that stores sets of behaviours of helper instructions for a control flow instruction. Pointer storage circuitry stores pointers, each associated with one of the sets. The behaviours in the one of the sets are indexed according to one of the pointers associated with that one of the sets. Increment circuitry increments at least some of the pointers in response to an increment event and prediction circuitry determines a predicted behaviour of the control flow instruction using one of the sets of behaviours.

Abstract: A battery electrode composition is provided that comprises composite particles. Each composite particle may comprise, for example, active fluoride material and a nanoporous, electrically-conductive scaffolding matrix within which the active fluoride material is disposed. The active fluoride material is provided to store and release ions during battery operation. The storing and releasing of the ions may cause a substantial change in volume of the active material. The scaffolding matrix structurally supports the active material, electrically interconnects the active material, and accommodates the changes in volume of the active material.

Abstract: This provides locations for mounting controllers and processing components that effectively employ the roof within a frame covered by a cowling so as to avoid exposure to weather and the environment. The roof is also employed to provide a sensor bar that extends across the vehicle width for a distance that does not interfere with normal vehicle function or generate potential overhangs, which can inadvertently engage objects or vehicles. The bar is sufficient in size and shape so as to allow mounting of a plurality of types of sensors on its top surface and/or recessed within front or rear edges. Such sensors can include visual light cameras for machine vison processes and/or LIDAR of various types and cooperage areas/fields of view—some of which can be recessed within a hollow region of the bar. Additional sensors can be mounted on the truck cab and/or chassis, including visual-light cameras and radars.

Abstract: Systems and methods for using stratigraphic heat maps to steer a well being drilled. Data from one or more offset wells can be provided to a computer system and used with data from a well being drilled to generate one or more stratigraphic heat maps during the drilling of the subject well. The stratigraphic heat maps can be displayed and used to determine the location of the wellbore relative to one or more geological formations, including one or more target formations or within a target formation. Based on the use of the heat maps and the location of the wellbore relative to a target, the drill plan can be adjusted or updated and/or one or more drilling parameters or operations may be adjusted to drill the wellbore, such as to drill the wellbore to the target or to maximize the length of the wellbore within a target zone.

Abstract: The invention relates to a trench wall cutting device comprising a trench cutter having at least one cutting frame unit and at least two cutting wheels arranged in the longitudinal direction of the cutting frame unit and is configured for cutting a substantially vertical cutting trench in the ground, a supporting structure for suspending the trench cutter in a cutting position and moving it in a substantially vertical cutting direction for creating the cutting trench, and a feed device for feeding the trench cutter in a feeding direction which is oriented transversely to the cutting direction.

Abstract: This disclosure is drawn to substituted pyridine compounds and compositions, and associated methods, useful for inhibition of SARM1 activity and/or for treating or preventing a neurological diseases.

Abstract: Systems and methods are provided for asset utilization and trigger-based automation. A network management system may receive a receive a network management configuration that identifies a configuration of a set of assets to be allocated to a service. The network management system may generate an asset utilization dataset including a set of utilization values associated with the set of assets generated over a time. The asset utilization data set may be used to train a machine-learning model configured to generated predictions corresponding to a future utilization associated with the set of assets. The network management system may then execute the machine-learning model predict utilization of a first asset. Upon determining that the predicted utilization is greater than a threshold, the network management system may execute an action associated with the set of assets.

Abstract: Disclosed herein are novel alkoxylated polyalkylene imines or alkoxylated polyamines having amphiphilic properties. Additionally disclosed herein is a process for preparing such alkoxylated polyalkylene imines or alkoxylated polyamines as well as a method of using such compounds within, for example, cleaning compositions and/or in fabric and home care products. Further disclosed herein are those compositions or products as such.

Abstract: A handheld vacuum cleaner includes a dirt separator. The dirt separator includes a chamber having an inlet through which dirt-laden fluid enters and an outlet through which cleansed fluid exits the chamber. A disc located at the outlet rotates about a rotational axis and comprises holes through which the cleansed fluid passes.

Abstract: Rider identification systems and methods using motion sensing are disclosed herein. An example method includes obtaining a location of a mobile device associated with an individual, obtaining sensor data from the mobile device that includes a first motion profile, the sensor data also including environment information around the location, generating a motion model for the individual using the environment information, generating a second motion profile using the motion model, comparing the second motion profile to the first motion profile, and confirming when the second motion profile matches the first motion profile to confirm that the individual is at the location.

Abstract: Aspects of the present disclosure are directed to an artificial reality system orchestrating interactions between virtual object “augments.” The orchestration can include linking, which can be forming two or more augments into a combination, embedding an augment within an existing combination, or triggering an action mapped to the linking of those augments. Another type of orchestration can include extracting, which can refer to taking an augment out of an existing combination, either by removing it from the combination or copying the augment to leave a version in the combination and having another version outside the combination.

Abstract: In various embodiments, a medical device includes: a tissue sample-receiving surface; an electrode array that includes a first electrode and a second electrode that are positioned to contact a tissue sample disposed on the tissue sample-receiving surface; and an impedance bridge that is communicatively coupled to the electrode array.

Abstract: A system and method may partition and/or execute a NN, by, for a graph including nodes and hyper edges, each node representing a data item in the NN and each hyper edge representing an operation in the NN, identifying a deep tensor column comprising a subset of the nodes and a subset of the hyper edges, such that the operations in the deep tensor column, when executed, use only data which fits within a preselected cache.

Abstract: This disclosure is drawn to substituted pyridine compounds and compositions, and associated methods, useful for inhibition of SARM1 activity and/or for treating or preventing a neurological diseases.

Abstract: The present invention relates to antibodies that specifically bind to one or more of IL-4, IL-13, IL-33, TSLP, and p40. The present invention further relates to antibodies that bind to one of IL-4, IL-13, IL-33, or TSLP. The invention further relates to multispecific antibodies that specifically bind to IL-4 and IL-13, and at least one other target. The present invention relates to multispecific antibodies that bind IL-4, IL-13, and one of IL-33, TSLP, or p40. The present invention also pertains to related molecules, e.g. nucleic acids which encode such antibodies or multispecific antibodies, compositions, and related methods, e.g., methods for producing and purifying such antibodies and multispecific antibodies, and their use in diagnostics and therapeutics.

Abstract: Apparatuses, methods, and systems for providing a locking apparatus for resisting movement of an openable element are described. The locking apparatus includes a mounting bracket, a central member, a stop plate, and a housing. The mounting bracket is couplable to the openable element. The central member is couplable to the mounting bracket and includes a body, an actuator, a lifting member coupled to the body and configured to be raise or lowered. The stop plate may be coupled to the frame of the openable element and aligned with at least a portion of the lifting member for restricting movement of the openable element when the lifting member is raised. The housing may be coupled to the mounting bracket and is generally used for aesthetic purposes. The locking apparatus may be one of a plurality of locking apparatuses grouped together for singular or group control, such as, for active shooter situations.

Abstract: A monitoring system that is configured to monitor a property is disclosed. The monitoring system includes a sensor that is configured to generate sensor data that indicates an attribute of the property; a floor sensor that is configured to generate floor sensor data that indicates an amount of pressure applied to a portion of a floor of the property; and a monitor control unit. The monitor control unit is configured to receive, from the sensor, the sensor data; receive, from the floor sensor, the floor sensor data; analyze the sensor data and the floor sensor data; and based on analyzing the sensor data and the floor sensor data, perform a monitoring system action.

Abstract: A wing lock and deployment apparatus for an air launched vehicle includes a ball screw and driver acted on by a single actuation event. The disclosed wing lock and deployment apparatus is capable of unlocking deployable wings of an air launched vehicle, deploying deployable wings of the air launched vehicle from a stored position, and locking deployable wings of the air launched vehicle in a deployed position in sequential order with the one single actuation event.

Abstract: Systems and methods are provided for vector-quantized image modeling using vision transformers and improved codebook handling. In particular, the present disclosure provides a Vector-quantized Image Modeling (VIM) approach that involves pretraining a machine learning model (e.g., Transformer model) to predict rasterized image tokens autoregressively. The discrete image tokens can be encoded from a learned Vision-Transformer-based VQGAN (example implementations of which can be referred to as ViT-VQGAN). The present disclosure proposes multiple improvements over vanilla VQGAN from architecture to codebook learning, yielding better efficiency and reconstruction fidelity. The improved ViT-VQGAN further improves vector-quantized image modeling tasks, including unconditional image generation, conditioned image generation (e.g., class-conditioned image generation), and unsupervised representation learning.

Abstract: A fluid check-valve for venting gas from a fluidic system comprises a retention body defining a fluid aperture having an upstream side and a downstream side, a hydrophilic porous material held by the retention body and disposed to cover the fluid aperture, and a hydrophobic porous material held by the retention body and disposed to cover the fluid aperture and adjacent the hydrophilic porous material. One face of the hydrophilic porous material is in fluid communication with the upstream side of the aperture, and one face of the hydrophobic porous material is in fluid communication with the downstream side of the aperture. The hydrophilic porous material is configured to retain liquid from the upstream side to hinder passage of gas from the downstream side to the upstream side, and the hydrophobic porous material is configured to hinder passage of liquid from the upstream side to the downstream side.