Abstract: Systems and methods for metadata driven data reconciliation are disclosed. A method may include: (1) identifying origin dataset metadata for an origin dataset; (2) identifying new dataset metadata for a new dataset; (3) comparing the origin dataset metadata to the new dataset metadata; (4) identifying a sample size for the origin dataset, wherein the sample size comprises a number of cells; (5) extracting an origin dataset sample of the sample size of random cells from the origin dataset; (6) generating origin dataset features for the origin dataset sample; (7) generating new dataset features for the new dataset; (8) searching for the origin dataset features in the new dataset features; and (9) returning a matching result in response to the origin dataset features being found in the new dataset features.

Abstract: Provided are ATF5 peptides having a truncated ATF5 leucine zipper region and. optionally, a cell-penetrating region, compositions comprising the ATF5 peptides, and methods of inhibiting proliferation of and promoting cytotoxicity in a neoplastic cell using the ATF5 peptides.

Abstract: An arrangement which includes a connector mounted over an opening of a battery casing, delimiting a gas flow channel. A cover is fitted onto an annular body of the connector to cover the channel in a non-sealing manner, an internal membrane provided in the channel allowing filtration. The axial fitted position of the cover, locked by a locking member, is a position in which: a tip of the cover is placed in the vicinity of the membrane which can thus be torn in the event of critical deformation towards the tip under the effect of an overpressure prevailing against the cover; and the member abuts axially against the connector. The member can deform in order to unlock the fitting of the cover when the overpressure in the channel exceeds a threshold at the time of or after the tearing of the membrane.

Abstract: A cutting insert for a cutting tool includes a body having a cutting edge, a rake face, and micro channels provided on the rake face adjacent the cutting edge. The micro channels define a grid pattern of micro channels that intersect each other in a region of the rake face where contact between a chip and the rake face is assumed to occur during cutting with the cutting insert.

Abstract: An approach for recommending a prioritized list of replacement of failed drives. The approach receives data associated with failed drives from data centers. The approach segregates the data into variable groups based on a data type. The approach creates a logical layer of entry lists, based on the units, for instantiations of the executable program. The approach sorts the data into priority groups based on priority rules associated with the variable groups and predetermined thresholds. The approach generates a prioritized list of failed drive replacement order based on an ensemble machine learning model. The approach outputs the prioritized list, replacement drive availability information and drive replacement personnel availability information.

Abstract: A fire detection and warning system includes a kitchen exhaust hood connected to an exhaust fan configured to ventilate convective heat and cooking fumes released by one or more cooking appliances installed under the kitchen exhaust hood, the kitchen exhaust hood having a plenum. A fire suppression system is operatively connected to the hood and positioned above the one or more cooking appliances and configured to be triggered by one or more fusible links with a predefined melting temperature. At least one temperature sensor is installed inside the plenum of the kitchen exhaust hood and provides temperature measurements to a control module. The control module is configured to generate a fire warning signal in response to a fume temperature reaching a predefined temperature threshold Tset for a predefined period of time Tdur, where Tset and the time Tdur are selected based on a melting temperature rating the fusible links.

Abstract: Systems and methods are provided for managing transitions between operational modes of a vehicle. The system includes a controller configured to, by a processor: automatically transition between vehicular operational modes without initiation by the driver including a hands-off autonomous driving mode in which the processor controls lateral steering of the vehicle, a hands-on driving assistance mode in which the processor controls the lateral steering of the vehicle while the driver is holding the steering wheel, and a no control mode in which the driver controls the lateral steering of the vehicle. The transition between the operational modes is based on sensed data. The hands-off autonomous driving mode is prioritized over the hands-on driving assistance mode which is prioritized over the no control mode. The controller is further configured to display on a human-machine-interface a notification indicating that at least one of the operational modes is active or not available.

Abstract: In some aspects, a method includes executing a streaming application configured to stream a media content item on a display of a television device, and receiving, from the streaming application, a request to generate a token. The method includes, in response to the request, obtaining a user identifier of a user account of a media platform, obtaining a plurality of signals used to select promoted content for the user account, generating the token to include the user identifier and the plurality of signals, and encrypting the token to generate an encrypted token. The encrypted token is configured to be included in a fetch request to retrieve a promoted content item, personalized to the user account, from a promoted content server associated with the media platform. The promoted content item is configured to be inserted into playback of the media content item by the streaming application.

Abstract: A static device with no moving parts to be used with game feeder equipment where by the invention is attached to the top of animal feeder tube troughs to keep undesired animals such as, but not limited to, Raccoons and Squirrels from gaining access to the top of feeder tube troughs and subsequently from gaining access to feed and or feedstocks.

Abstract: The present invention relates to compounds of formula (I): wherein Q is selected from O or S; R1 is a non-aromatic heterocyclic group comprising at least one ring nitrogen atom, wherein R1 is attached to the sulfur atom of the sulfonylurea group by a ring carbon atom, and wherein R1 may optionally be substituted; and R2 is a cyclic group substituted at the ?-position, wherein R2 may optionally be further substituted. The present invention further relates to salts, solvates and prodrugs of such compounds, to pharmaceutical compositions comprising such compounds, and to the use of such compounds in the treatment and prevention of medical disorders and diseases, most especially by the inhibition of NLRP3.

Abstract: A transfer head may include a plurality of brackets and a plurality of front pickup shafts and rear pickup shafts slidably coupled to the plurality of brackets along a first axis, wherein at least one of the plurality of front pickup shafts and the rear pickup shafts are couplable to a pick-up gear. The transfer head may include a first axis pitch-change sub-system configured to slide the plurality of front pickup shafts relative to the plurality of rear pickup shafts. The transfer head may include a second axis pitch-change sub-system comprising: a cam comprising a plurality of cam slots configured to engage the plurality of brackets, wherein a movement of the cam causes a change in pitch between the plurality of brackets and a corresponding change in pitch between the plurality of the front pickup shafts and the rear pickup shafts along the second axis.

Abstract: Systems and methods are provided for generating and updating a dependency graph that is used in combination with textual information about incidents to improve incident-linking suggestions. Systems and methods are also provided for generating, training, and using a machine learning model configured to perform incident linking using both graph data and text data. Beneficially, these systems and methods align the graph data and text data in order to more efficiently and accurately leverage information from the multi-modal data.

Abstract: The present disclosure concerns a portable deicing apparatus for spraying deicing fluid, comprising: a deicing fluid reservoir defining a component housing connected to the deicing fluid reservoir; a fluid dispensing device located inside the component housing and in fluid communication with the deicing fluid reservoir to propel the deicing fluid outwardly; a heating system having a heating unit in a heat exchange with deicing fluid in the deicing fluid reservoir; an energy supply assembly operatively connected to the heating unit; and a controller located inside the component housing and operatively connected to at least the fluid dispensing device and the heating system. The deicing fluid reservoir, the component housing, the fluid dispensing device, the heating system, the energy supply assembly, and the controller are displaceable as a single assembly. A method for transferring the portable deicing apparatus and a method for preliminarily warming deicing fluid are also provided.

Abstract: An apparatus and method for identifying liner holidays, with a generator having two contacts with a liner and pulsing current to a moving one of the contacts. A plurality of detected electric signals are processed to continuously generate a baseline indicative of a holiday. A holiday signal is actuated when a signal is detected which when compared to the generated baseline indicates a holiday. A plurality of electric signal types and baselines, such as current strength and voltage, may be separately detected with a holiday signal actuated when either signal type is detected which when compared to its generated baseline indicates a holiday. The moving contact may be flexible to conform to contour of the liner.

Abstract: A multi-function device is disclosed. A first port may be used to communicate with a host processor. A second port may be used to communicate with a storage device. A third port may be used to communicate with a computational storage unit. Circuit may be used to route a message from the host processor to at least one of the storage device or the computational storage unit.

Abstract: A sample collection device for collecting a fluid sample is provided. The device includes a sample collection chamber, for collecting a sample therein, having a first end and a second end and a sample collection conduit, for conveying a sample from a user into the sample collection chamber. The sample collection conduit includes an inlet for receiving a sample and wherein in at least a first position the sample collection conduit extends from within the sample collection chamber out through the first end such that at least the inlet is outside of the sample collection chamber. The device further includes a plunger configured to expel the sample out of the sample collection chamber through the second end of the sample collection chamber.

Abstract: A recurrent neural network (RNN) method implemented on a computer system is used to produce summaries of unstructured text generated by multiple networks of individuals interacting over time by encoding the unstructured text into intermediate representations and decoding the intermediate representations into summaries of each network. Parameter data for the RNN is obtained by using multiple different versions of the same source texts to train the computer system. The method and computer system can be used to identify which of the networks match a query by determining which network generates the query with low or lowest cost.

Abstract: A clip for a nut clip having a main body comprising an aft reaction boss defining at least a portion of a nut containment channel. The clip further includes a nut retention flange defining at least a further portion of the nut containment channel and connected to the main body by a nut retention flange attachment member spaced apart from the aft reaction boss. A forward reaction wall includes at least a portion of the nut retention flange attachment member facing the nut containment channel, wherein the aft reaction boss comprises an aft reaction wall. The aft reaction wall and the forward reaction wall are configured to be selectably contacted by a nut within the nut containment channel to occlude rotation of the nut.

Abstract: A monitoring system detects and measures a quantity of radical particles within a gas. A test chamber is coupled to a flow channel that transmits a gas. The test chamber defines an aperture connecting the test chamber and the flow channel, and the aperture permits a subset of the gas to enter the test chamber from the flow channel. An ionizer is positioned within the test chamber and generates radical ions from radical particles of the subset of the gas. A mass spectrometer measures a quantity of the radical ions, thereby providing a measurement of the radical particles in the gas.