Abstract: The present invention relates to dispersants comprising a polyester derived from a plurality of poly(carbonylalkyleneoxy) chains (and optionally a fatty acid) and an amine, wherein said dispersants have an acid value of less than 15 mgKOH/g. The dispersants as described herein provide desirable viscosity profiles when in use. More especially some embodiments provide improved compatibility with certain solvents in dispersions, and/or are particularly suitable for use in battery systems.

Abstract: Computer-implemented systems and methods for rendering a visual effect on a graphical element, including: generating an initial visual effect based on the graphical element; computing a mask shape based on the graphical element; generating a mask based on the mask shape from the graphical element; masking the initial visual effect based on the mask to generate a masked visual effect; and combining the masked visual effect with the graphical element into a combined graphical element and visual effect.

Abstract: Devices, systems, and methods for operating a building management system using a lighting control interface are described herein. One device includes an occupancy sensing component, a lighting control interface configured to connect the occupancy sensing device to a lighting control channel of a building, and a building management system (BMS) interface configured to connect the occupancy sensing device to a BMS channel of the building.

Abstract: Systems and methods for motor regeneration are provided. One method for motor regeneration includes receiving a torque command and a maximum DC current from an electronic control unit, determining a drive unit loss, generating a DC current, and providing the DC current to a DC battery pack. Generating the DC current is based, at least in part, on the torque command, the maximum DC current, and the drive unit loss. The method advantageously generates the maximum amount of DC current that is acceptable by the battery pack while keeping the torque availability high and consistent. The generated DC current is also known as the maximum battery charge DC current.

Abstract: Devices and methods are provided that utilize two adjacent nanopore readers for sequencing of a polymer or a portion thereof.

Abstract: A vehicle management system includes a torque control generates torque shaping logic for managing torque output of a drive unit and limiting displacement between a drive unit of a vehicle and a wheel coupled to the drive unit. A measuring device monitors a transferred displacement between the drive unit and the wheel coupled to the drive unit when the drive unit is operating to measure a lash angle corresponding to the transferred displacement between the drive unit and the wheel. The measuring device can provide data (e.g., displacement data), indicating the lash angle information, to the vehicle management system. Based on the lash angle information, the torque output generates the torque shaping logic used to manage the torque output of the drive unit.

Abstract: At least some embodiments of the present disclosure are directed to pump assemblies. In some embodiments, the pump is a high-pressure pump for an engine. The pump includes: an inlet valve configured to receive fuel; an armature coupled to the inlet valve and configured to actuate the inlet valve; and a pump barrel comprising a barrel guide, the barrel guide comprising a protrusion and configured to guide a motion of the armature.

Abstract: A vehicle includes a glass clearing system that performs method of clearing a glass surface of a vehicle. The vehicle includes a glass surface. The glass clearing system includes a glass clearing device and a processor. The glass clearing device is configured for clearing a glass surface. The processor receives a signal from a remote device indicative of an instruction for operating the glass clearing device, selects the glass clearing device, and activates the glass clearing device to clear the glass surface based on the instruction.

Abstract: Methods for diagnosing the presence of Parkinson's disease in a subject are provided, such methods including the detection of levels of markers diagnostic of Parkinson's disease, including proteins, nucleic acids, and lipids, and optionally, determining performance in a clinical test such as an anxiety test, a sleep test, a smell test or any combination thereof. The invention also provides methods of treating Parkinson's disease by modulating the level or activity of the marker proteins, nucleic acids and lipids. Compositions in the form of kits and panels of reagents for detecting the markers of the invention, and optionally determining performance in a clinical test such as an anxiety test, a sleep test, a smell test or any combination thereof, are also provided.

Abstract: A connection system comprising a pullbar socket, a push adapter, and an adapter kit. The adapter kit comprises an extension tube, a cylinder adapter detachably attached to the extension tube, a cylinder tube cap detachably attached to the cylinder adapter, and a cylinder tube cap adapter supported by the cylinder tube cap. The pullbar socket is adapted to be detachably attached to the bushing pin. The push adapter is adapted to be detachably attached to the bushing pin. The adapter kit is arranged such that the cylinder tube cap adapter is arranged to engage the structural member, the actuator is arranged to engage the cylinder adapter and the pullbar socket such that operation of the actuator displaces the pullbar socket to displace the bushing pin and the push adapter relative to the structural member.

Abstract: Methods, systems, devices, and tangible non-transitory computer readable media for saliency visualization are provided. The disclosed technology can include receiving a data input including a plurality of features. The data input can be segmented into regions. At least one of the regions can include two or more of the features. Attribution scores can be respectively generated for features of the data input. The attribution scores for each feature can be indicative of a respective saliency of such feature. A respective gain value for each region can be determined over one or more iterations based on the respective attribution scores associated with the features included in the region. Further, at each iteration one or more of the regions with the greatest gain values can be added to a saliency mask. Furthermore, at each iteration a saliency visualization can be produced based on the saliency mask.

Abstract: Aspects describe a dual-planar retaining piece for stabilizing and securing earpiece in a wearer's ear. The retaining piece is either fixed or removable from the earpiece. The retaining piece includes a first cantilevered portion shaped to flexibly fit under the antitragus of a wearer's ear when the earpiece is worn, a second cantilevered portion shaped to flexibly fit under the antihelix of the wearer's ear when the earpiece is worn, and at least one attachment feature that couples the retaining piece to a body of the earpiece, wherein the body is shaped to fit in the lower concha of the wearer's ear when the earpiece is worn. In aspects, the first and second cantilevered portions are integrally formed.

Abstract: A coupler assembly for engaging a bushing pin of a bushing assembly, the bushing pin defining a bushing pin first end portion, a bushing pin middle portion, and a bushing pin second end portion. The coupler assembly comprises a pull rod assembly adapted to be detachably attached to the bushing pin first end portion and a cap assembly comprising a cap member and an adapter member. The cap member is adapted to be detachably attached to the bushing pin second portion. The adapter member is configured to be arranged over at least a portion of the bushing pin second portion. The adapter member and the cap member are configured such that, when the cap member is detachably attached to the bushing pin second portion, the adapter member may be arranged between the cap member and the bushing pin middle portion to transfer movement of the cap member to the bushing assembly.

Abstract: Support structures are used in certain additive fabrication processes to permit fabrication of a greater range of object geometries. For additive fabrication processes with materials that are subsequently sintered into a final part, an interface layer is formed between the object and support in order to inhibit bonding between adjacent surfaces of the support structure and the object during sintering.

Abstract: Implementations relate to generating multi-modal response(s) through utilization of large language model(s) (LLM(s)). Processor(s) of a system can: receive natural language (NL) based input, generate a multi-modal response that is responsive to the NL based output, and cause the multi-modal response to be rendered. In some implementations, and in generating the multi-modal response, the processor(s) can process, using a LLM, LLM input (e.g., that includes at least the NL based input) to generate LLM output, and determine, based on the LLM output, textual content for inclusion in the multi-modal response and multimedia content for inclusion in the multi-modal response. In some implementations, the multimedia content can be obtained based on a multimedia content tag that is included in the LLM output and that is indicative of the multimedia content. In various implementations, the multimedia content can be interleaved between segments of the textual content.

Abstract: The present disclosure provides to transparent and controllable human-AI interaction via chaining of machine-learned language models. In particular, although existing language models (e.g., so-called “large language models” (LLMs)) have demonstrated impressive potential on simple tasks, their breadth of scope, lack of transparency, and insufficient controllability can make them less effective when assisting humans on more complex tasks. In response, the present disclosure introduces the concept of chaining instantiations of machine-learned language models (e.g., LLMs) together, where the output of one instantiation becomes the input for the next, and so on, thus aggregating the gains per step.

Abstract: A method and apparatus are disclosed for a multi-processor SoC which includes an execution domain processor for running an execution domain which hosts independent software partitions by accessing, for each software partition, one or more SoC resources; a control point processor that generates control data with pre-emption vectors for controlling access to the SoC resources by identifying at least a first SoC resource that each software partition is allowed to access; and an access control circuit connected between the execution domain and the SoC resources and configured to provide, in response to the control data, a dynamic runtime isolation barrier which enables the execution domain processor to switch between software partitions in response to a pre-emption interrupt trigger by fetching partition instructions from a corresponding pre-emption interrupt vector address in memory that is associated with the pre-emption interrupt trigger.

Abstract: Compositions configured for oral use, the compositions including at least one active ingredient selected from caffeine, taurine, GABA, theanine, tryptophan, vitamin B6, vitamin B12, vitamin C, lemon balm extract, ginseng, citicoline, sunflower lecithin, or combinations thereof, are provided. The compositions include one or more fillers, including a sugar alcohol, and optionally, a lipid or binder. The compositions may be in chewable, tablet, or meltable forms.

Abstract: A downhole tool to be positioned in a wellbore in a subsurface formation. The downhole tool comprises a first rod configured with a first cavity to obtain samples of formation fluid. The downhole tool comprises a translating member configured to shift the first rod from an open position to a closed position to obtain, via the first cavity, a first fluid sample of the formation fluid from a first location in the wellbore.

Abstract: A computer-implemented method of configuring an anomalous behavior detector includes updating a distribution used for modeling anomalous behavior in telemetry data with information associated with observed anomalous behavior to generate an updated distribution representative of the observed anomalous behavior where, prior to the updating, the distribution is representative of theoretical anomalous behavior. The method further includes computing a threshold for a detector operable to alert on anomalous activity using the updated distribution. The method also comprises computing a divergence between the live telemetry data monitored by the detector and the anomalous behavior modeled by the updated distribution. Responsive to a determination that the divergence is above a critical threshold, the method comprises enabling the detector to continue to monitor the live telemetry data in the application.