Abstract: A neuro-symbolic retrieval augmented generation hybrid method includes detecting an incomplete entigen group within a knowledge database. The incomplete entigen group includes entigens and one or more entigen relationships between at least some of the entigens. The incomplete entigen group represents knowledge of a topic. The method further includes obtaining additive content for the topic based on the incomplete entigen group and generating an additive entigen group based on the additive content. The method further includes updating the incomplete entigen group utilizing the additive entigen group to produce an updated entigen group. The method further includes indicating that the updated entigen group has an un-curated status when the additive entigen group conflicts with the incomplete entigen group.

Abstract: Systems and methods for determining one or more recommendations for management of wellbeing of an individual are disclosed. An indication of relative cardiovascular aging of the individual is determined based at least in part on a predicted risk of cardiovascular disease (CVD) of the individual determined by a deep learning model based on one or more fundus images. The recommendations for management of the individual's wellbeing are based at least in part on a determined difference between the actual chronological age of the individual and an indication of relative cardiovascular aging of the individual.

Abstract: A trunk assembly for a vehicle includes a stowage compartment disposed within the vehicle. The stowage compartment defines a stowage compartment opening. A hood is operable between an opened position and a closed position. The hood includes an outer panel and an inner panel coupled to the outer panel. A waterfall structure is integrally formed with a front section of the hood inner panel and extends outward from the front section. The waterfall structure abuts the stowage compartment to at least partially seal the stowage compartment opening when the hood is in the closed position.

Abstract: A computer that includes a processor and a memory, the memory including instructions executable by the processor to determine a first prediction with a machine learning system based on receiving a first image from a first camera and determine a second prediction with a machine learning system based on receiving a second image from a second camera. When the first prediction does not equal the second prediction within a user determined tolerance, determine color consistency based on comparing pixel values from the first image with a threshold determined based on previously determined pixel values, determine color correction parameters by determining pixel statistics based on pixel values from the first image to include in an image signal processing system and apply the color correction parameters to a third image from the first camera by receiving the third image at the image signal processing system.

Abstract: A negative pressure source can be fluidically connected to the wound dressing, the wound dressing can be positioned to cover at least a portion of the wound, and the negative pressure source can be controlled to supply negative pressure to the wound via the fluid flow path. An actuator of the negative pressure source can be controlled to operate in a dual mode by transitioning between a proportional-integral (PI) control or proportional-integral-derivative (PID) control and a pulsed control. Stalling of the actuator can be prevented, and therapy can be provided without interruptions.

Abstract: The present invention relates to systems and methods for intelligently optimizing supply chain is provided. In particular, the systems and methods provide the capability to configure supply chain systems so as to: balance between cost and service is optimised and profitability maximised; configure system parameters to respond to both current and future risks; ensure that variability is built into plans enabling maximised efficiency; and human error and bias are eliminated from the planning process such that pro-active rather than reactive behaviour becomes the norm.

Abstract: Provided herein are methods for identification of antigen binding molecules such as antibodies from a sample by exposing the antigen binding molecules to an antigen conjugated to an oligonucleotide.

Abstract: A method executed by a computing device includes determining a set of identigens for each widely-known word of a query to produce sets of identigens. A set of identigens of the sets of identigens represents one or more different meanings of a word of the query. The method further includes determining another set of identigens for a remaining word to produce an alternate set of identigens. The method further includes selecting an identigen for each set of identigens to produce a query entigen group. The method further includes matching the query entigen group to a set of response entigens to produce a response entigen group as a query response.

Abstract: A method for generating enterprise cyber reports through linking IP access control logic with error handler and audits compartmentalized by web application for different user groups with multiple monitoring tools data. Business logic may be defined in access control tables for multiple user groups sharing multiple different application data and programmable access control logic applied to subfolders within the website subfolders based on functional user group role permissions. A common network event field name may be used to map multiple different monitoring tools data into common field alias. The field alias mapping allows multiple networking capture tools to be included within the same cyber report. Joining multiple network events field alias with an IP location allows for groups of different IP zone reports to be created within the enterprise being monitored by different monitoring tools.

Abstract: Some examples of the present disclosure relate to risk analysis of test failures that occurred during a testing phase of a continuous integration pipeline. In one particular example, a system can detect a failure of a test during a testing phase of a continuous integration pipeline. The testing phase can involve executing a group of tests in a plurality of configurations prior to merging an update to source code into a code base of a software application. Based on detecting the failure of the test during the testing phase, the system can access historical data associated with prior executions of the test, determine a risk score associated with the failure of the test based on the historical data, and perform an action associated with the source code based on the risk score.

Abstract: A pressure-based piston top-dead-center (“TDC”) position measurement system is disclosed, comprising: a fuel injector configured to inject fuel into a combustion chamber bounded in part by the piston; and a controller configured to control the fuel injector to cause a fuel injection when the piston is at each of a plurality of different positions relative to TDC while ensuring fuel is provided to the fuel injector at a substantially constant pressure. The controller is further configured to estimate a pressure in the combustion chamber in response to each fuel injection, fit a curve to the estimated pressures, and determine a TDC position of the piston as correlating with a maximum pressure on the curve.

Abstract: An enhanced spider wrap security device is described. This device integrates a wrapping cable section, a top cap, and a bottom cap. The cable wraps around products, preventing removal. The integrated cable lock, located in the bottom cap, secures the spider wrap to fixtures or other spider wraps. The locking mechanism includes a magnetic component and requires a special tool, such as a key, for unlocking. The design allows flexibility in positioning the cable lock on either the top or bottom cap.

Abstract: A computer includes a processor and a memory, and the memory stores instructions executable by the processor to receive operation data generated by first components of a vehicle; determine that the vehicle is being operated autonomously by an on-board autonomous-operation module based on the operation data without using output from the on-board autonomous-operation module; and upon determining that the vehicle is being operated autonomously, actuate a second component of the vehicle.

Abstract: A filter cartridge for a coalescer includes an inner support cylinder, an outer support cylinder, and a filter medium. The inner support cylinder defines a fluid entry passageway inboard of the cylinder. The outer support cylinder is concentrically spaced from the inner support cylinder and defines a fluid exit outboard of the cylinder. The inner support cylinder and the outer support cylinder together define a central fluid passageway between them. The filter medium is positioned in the central fluid passageway and includes a number of pleats with different lengths.

Abstract: An exercise device is provided using, for example, handles, connected to cords that increase in tension as the handles are pulled. The tension may be provided using elasticity of the cords or by an actuator, for example powered by an electric motor. Pulleys allow adequate extension while remaining compact enough to fit in a standard height room and allowing accessibility to components. Upper and forward pulleys may be used. The upper pulleys may be displaced from potential obstacles, including the forward pulleys.

Abstract: An analytical instrument produces intensity versus time measurements or intensity versus m/z measurements for each acquisition of n acquisitions using m instrument parameter values for each acquisition of n acquisitions, wherein n is a number greater than or equal to two and m is a number equal to or greater than one. For each acquisition of the n acquisitions, the instrument stores a data file that includes m one or more instrument parameter values applied to the instrument, producing n data files. A first data file of the n data files for a first acquisition is retrieved. A next data file of the n data files of a next acquisition is retrieved. The m corresponding parameter values of the first data file and the next data file are compared. If any corresponding parameter values differ between the first data file and the next data file, a notification of an instrument parameter difference corresponding to a name of the next data file is displayed.

Abstract: The disclosure pertains to an excitation source system configured to transmit a first signal to a first device, for example a reader device, and a second signal to a second device, for example a backscatter device containing data to be collected by the reader device. The second signal is configured to excite the second device to generate a backscatter signal receivable by the first device. The source excitation system is configured to receive a feedback signal from the first device. The feedback signal may enable the excitation source system to determine feedback information based on reception of the first excitation signal and the backscatter signal at the first device. The excitation source system may further be configured to determine one or more adjustment parameters, based on the feedback information, for an adjusted first signal.

Abstract: A manifold for use in a turf applicator spray system, the manifold includes: an inlet to receive fluid flow; a first and second outlet for directing the fluid flow; a valve plunger; a solenoid valve to raise and lower the valve plunger; a compression spring moveable between a compressed state and an uncompressed state; where when in the compressed state the valve plunger is compressed to send the fluid flow from the inlet to the first outlet and when in the uncompressed state the fluid flow is from the inlet to the second outlet.

Abstract: Submerged pump and sump assemblies for use with cryogenic fluids are disclosed. A sump assembly includes an external shell defining an internal volume, a top plate, and an intermediate flange disposed in the internal volume. The intermediate flange is positioned below and spaced apart from the top plate. The sump assembly includes an internal sleeve sealingly fixed to and extending between the top plate and the intermediate flange. The internal sleeve, the top plate, and the intermediate flange define an upper vacuum area. The sump assembly includes a casing forming an internal sump. The casing is positioned below and sealingly engages the intermediate flange. The casing and the external shell at least partially define an outer vacuum area. At least a portion of the outer vacuum area is located radially between the casing and the external shell. The sump assembly includes a pump submerged in the internal sump.

Abstract: A turf applicator including a main body, a primary spray tank, an auxiliary spray tank, and a removable fertilizer hopper, where only one of the auxiliary spray tank or the removable fertilizer hopper is used at a time, a controller; and a removable frame. The removeable frame includes: a plurality of connection points to secure the removable fertilizer hopper or the auxiliary spray tank to the main body, a plurality of mounting flanges to support the removable fertilizer hopper or the auxiliary spray tank, and at least one vertical slot where at least one wing nut and at least one carriage bolt secure the removable frame with the removable fertilizer hopper or the auxiliary spray tank to the main frame. When the auxiliary spray tank is used the controller enables fluid transfer from the auxiliary spray tank to the primary spray tank to balance weight distribution.