Abstract: A low power force detection system includes variable capacitors, a drive sense module, and a processing module. A drive sense circuit of the drive sense module is operable to provide an analog and frequency domain signal to a variable capacitor. The drive sense circuit is further operable to detect a characteristic of the variable capacitor based on the analog and frequency domain signal and to generate a representative signal of the characteristic. The processing module is operable to generate a digital value based on the representative and to write the digital value to memory.

Abstract: An embodiment generates, using a trained document embedding model, a plurality of table embeddings, each table embedding in the plurality of table embeddings representing a table in a dataset. An embodiment generates, using the trained document embedding model, a query embedding, the query embedding representing a natural language query regarding the dataset. An embodiment identifies a set of responsive tables, the set of responsive tables comprising a first table in the dataset, the first table in the dataset represented by a first table embedding, the first table embedding and the query embedding having a similarity score above a similarity score threshold.

Abstract: Various embodiments relate generally to computer science, data science, application architecture, and computer data security. More specifically, techniques for credential and authentication management in scalable data networks is described, including, but not limited to, multiplexed data exchanges in a scalable data network. For example, a method may include receiving a subset of requests to access a data network. The requests each may originate from an associated computing device having a source identifier. The method also may include data to cause modification of data representing presentation of a hosted page via the data network, monitoring data traffic from the data network and managing actions initiated via a request based on the data traffic. Optionally, data traffic received via an aggregation port may be filtered to origination of a request associated with a source identifier.

Abstract: A sensor may include a sensing element retained within a storage compartment filled with a storage medium, which may also be used as a calibration medium. The sensing element can include a sensing surface located away from the distal end of the sensing element, such that an inactive section of the sensing element can cooperate with a sealing member such as an O-ring to form part of the seal retaining the storage/calibration medium. The sensing element can be extended and retracted from the storage compartment to expose the sensing surface to a process medium, while preserving the storage medium within the storage compartment for post-measurement validation.

Abstract: A system and method for authorization policy validation. A validator takes as input an authorization policy to be analyzed and a schema that specifies entity types and their attributes, types of entity parents in an entity hierarchy, and which entity types can be used with which actions. The validator checks that the policy conforms to the schema. If the check passes, then the policy is guaranteed to be free of both type errors and attribute access errors for any input that conforms to the schema.

Abstract: A compound having an ancillary ligand L1 having the formula: Formula I is disclosed. The ligand L1 is coordinated to a metal M having an atomic number greater than 40, and two adjacent substituents are optionally joined to form into a ring. Such compound is suitable for use as emitters in organic light emitting devices.

Abstract: A patient handling device includes a frame for supporting a patient, a controller, and two alert lights which are activated when a controller detects an alert situation, such as, but not limited to, a patient exiting from the patient handling device. The controller is in communication with the alert lights and operable to monitor an integrated bed exit system. The alert lights are positioned adjacent the foot end corners of the frame and are viewable by a user positioned anywhere within a 270 degree section of a circle defined at the center of the patient handling device. The alert lights include one or more Light Emitting Diodes (LEDs).

Abstract: The present invention relates to a multi-compartment wipe dispenser with a one-handed operation mechanism, designed to enhance the convenience and efficiency of storing and dispensing different types of wipes. The dispenser features a dual-compartment system that allows for the separation and preservation of distinct wipe formulations, such as baby wipes and personal care wipes, in a single portable unit. A mechanical opening mechanism enables users to access the wipes with a single hand, while a robust sealing system ensures the wipes remain moist and uncontaminated. The dispenser is constructed with materials free from PVC, BPA, and phthalates, and includes a strap for easy attachment to various items, making it ideal for on-the-go use. This innovative dispenser addresses the need for a compact, versatile, and hygienic solution to manage personal care wipes, providing a significant advancement in the field of wipe dispensers.

Abstract: Systems and methods are disclosed for positioning of a device of interest within a merchant environment. In this regard, embodiments of a computer implemented method for positioning of a device of interest within a merchant environment are disclosed. In one embodiment, the computer implemented method comprises obtaining positions of a plurality of mobile merchant devices within a merchant environment, obtaining data indicative of a relative position of a device of interest relative to one or more of the plurality of mobile merchant devices, and computing a position of the device of interest within the merchant environment based on the data indicative of the relative position of the device of interest relative to the one or more of the plurality of mobile merchant devices and positions of the one or more of the plurality of mobile merchant devices.

Abstract: A method includes retrieving a plurality of images containing one or more objects of interest and generating, with one or more processors, using a machine learning model, a bounding box around each of the one or more objects of interest for each of the plurality of images. The method also includes determining, with the one or more processors, a geographical position of each of the one or more objects of interest based on a position of the bounding box.

Abstract: A water detection system for a fluid storage system includes a housing configured to be disposed in fluid communication with a fluid storage vessel, a water-activated battery disposed within the housing and configured to produce an electrical voltage upon contact with water, and an electronic circuit disposed within the housing and configured to detect water above a threshold within the fluid storage vessel based at least in part on the electrical voltage.

Abstract: A system and method for supplying power to a power grid. The system includes a battery storage system; and a power management system, the power management system including a storage management system with a processor configured to: direct generated energy to the battery storage system; discharge battery-stored energy from the battery storage system to the power grid; and control the discharge of the battery-stored energy from the battery storage system to the power grid based on a demand index.

Abstract: A machine learning model is trained from characteristics of code changes and characteristics of tests to generate an output indicative of a likely test result of running a corresponding test on a code change. One or more machine learning models may be trained for a specific code repository and based on developer feedback. When a code change is generated by a developer to code in a code repository, a machine learning model is selected based on the repository and characteristics or features of the code change are extracted and input to the machine learning model. The machine learning model generates a model output indicative of the likely test results of running each of a plurality of different tests on the code change. The model output indicates how likely it is that each of the plurality of different tests will fail. Based on the model output, a test selection system selects a subset of the plurality of different tests that should be run against the code changes.

Abstract: Disclosed herein are glass pharmaceutical vials having sidewalls of reduced thickness. In embodiments, the glass pharmaceutical vial may include a glass body comprising a sidewall enclosing an interior volume. An outer diameter D of the glass body is equal to a diameter d1 of a glass vial of size X as defined by ISO 8362-1, wherein X is one of 2R, 3R, 4R, 6R, 8R, 10R, 15R, 20R, 25R, 30R, 50R, and 100R as defined by ISO 8362-1. However, the sidewall of the glass pharmaceutical vial comprises an average wall thickness Ti that is less than or equal to 0.85*s1, wherein s1 is a wall thickness of the glass vial of size X as defined by ISO 8362-1 and X is one of 2R, 3R, 4R, 6R, 8R, 10R, 15R, 20R, 25R, 30R, 50R, and 100R as defined by ISO 8362-1.

Abstract: A system (100), method (300), and computer software (408) are described. The system (100) comprises microphones (202) distributed around a construction site (1), the system (100) comprising means for: receiving (302) audio information obtained by at least a first microphone of the microphones (202); and determining (308) a type of construction equipment (3) in-use based on the received audio information, via a machine learning engine.

Abstract: Methods and apparatus are disclosed to determine a power state of a device. An example method includes determining respective counts for a plurality of measurements during a calibration period, the measurements indicative of an amount of power drawn by the device, determining a first threshold and a second threshold based on at least one of the counts, the first threshold determined using most frequently logged measurement values, the most frequently logged measurement values based on counts performed after expiration of the calibration period, comparing a measurement to the first threshold and to the second threshold, and outputting a positive indication when the measurement is within an acceptable difference range, the acceptable difference range based on the amount of power drawn by the device.

Abstract: A food or beverage product with improved texture and mouthfeel. The food or beverage product includes aggregated proteins comprising micellar casein and whey protein aggregates. The product has a pH of 6.1-7.1, a concentration of 6-40 wt. % milk solids, a casein to whey protein ratio of 90/10-60/40, and a concentration of 3-8 mM free divalent cations. The agglomerates have a size of 5-50 microns mean diameter D(4,3) as measured by laser diffraction.

Abstract: An automated computer-implemented method for generating commands for controlling a computer numerically controlled milling machine to fabricate a machined object from a workpiece, the machined object being configured to facilitate subsequent finishing into a finished object, the method including defining a surface of the finished object, defining an offset surface defining an inner limiting surface of the machined object, defining a scallop surface defining an outer limiting surface of the machined object and calculating a tool path for the milling machine which produces multiple step-up cuts in the workpiece resulting in the machined object, wherein surfaces of the machined object all lie between the inner limiting surface and the outer limiting surface and the number of step-up cuts in the workpiece and the areas cut in each of the step-up cuts are selected to generally minimize the amount of workpiece material that is removed from the workpiece.