Abstract: Methods and systems described herein for validating machine learning models in federated machine learning model environments. More specifically, the methods and systems relate to unloading training and validation techniques to client devices using newly collected data to improve accuracy of federated machine learning models.

Abstract: Disclosed herein are system, method, and computer program product embodiments for rapid identification and access to relevant regulatory documents. A data model relating regulatory mandates and requirements to citations appearing within an enforcement document is used to rapidly access specific citations within an enforcement document. In the case of image-based enforcement documents, the originality of these documents is preserved while allowing a user to see where the relevant citations appear in the document images. The relevant citations are further compared to business policies to identify potential impacts of regulatory mandates and requirements.

Abstract: Systems, methods, articles of manufacture, and computer-readable media. A server may receive a phone call and generate a uniform resource locator (URL) comprising a session identifier for an account. The server may transmit the URL to a client device. The server may receive, from a web browser, a request comprising the URL. The server may determine that the session identifier in the URL of the request matches the session identifier for the account, and transmit, to the web browser, a web page at the URL. The server may receive, from the web browser, a cryptogram read by the web page via a card reader of the client device and decrypt the cryptogram. The server may authenticate the identity of the caller for the call based on decrypting the cryptogram and the session identifier of the URL matching the session identifier of the account.

Abstract: Disclosed are methods, systems, and non-transitory computer-readable medium for testing and applying codes to electronic shopping carts. For instance, the method may include monitoring a shopping cart associated with an e-commerce website and with a user; in response to detecting a change to the shopping cart, testing codes with respect to a present content of the shopping cart to determine valid codes; selecting at least one of the valid codes; determining a status of the session; and performing an action based on the status and the at least one selected code. The testing the codes with respect to the present content of the shopping cart may include: cloning the shopping cart to form a cloned shopping cart in a shadow session; and/or obtaining the codes; and testing the codes on the cloned shopping cart in the shadow session to determine the valid codes.

Abstract: Leucine zipper-bearing kinase (LZK) targeted degraders are disclosed. The compounds have a general formula Q-L-Z where Q is an LZK binding moiety, L is a linker, and Z is an E3-ligase binding moiety. The compounds inhibit LZK activity and/or degrade LZK. The compounds may be used to treat diseases or conditions characterized at least in part by LZK overexpression.

Abstract: Described herein are systems and techniques for monitoring substances that are injected into an Earth formation whether that be CO2 from a carbon capture and storage (CCS) process, or water or steam injected for an enhanced oil recovery (EOR) process. Components located on an outside of a wellbore casing may be electrically isolated from components located on the inside of the wellbore casing. Data and/or power may be transferred through the wellbore casing wirelessly in order to increase the reliability of a data collection system because the need for wires to be placed on the outside surface of a wellbore casing is eliminated. The components located on the outside of the casing may receive electromagnetic (EM) or transmit EM fields as part of a system that collects data about substances that are injected into Earth formations during a CCS or EOR process.

Abstract: Various embodiments are generally directed to techniques to provide specific vehicle recommendations to generic user requests. A method for providing the specific vehicle recommendation includes: receiving a generic automobile request from a user, applying a machine learning model (MLM) trained by a corpus of reviews to the received request, and generating, by the MLM, a recommendation for at least one specific automobile feature based on the generic automobile request.

Abstract: Methods and systems are described for novel uses and/or improvements to federated learning. As one example, methods and systems are described for improving the applicability of federated learning across various applications and increasing the efficiency of training a global model through federated learning. As another example, methods and systems are described for ensuring comprehensive training data is available to models assigned by the federated learning server. Additionally, methods and systems are described for improving the rate of training a global model through federated learning.

Abstract: The present invention provides for novel methods for regulating and detecting the cytosine methylation status of DNA. The invention is based upon identification of a novel and surprising catalytic activity for the family of TET proteins, namely TET1, TET2, TET3, and CXXC4. The novel activity is related to the enzymes being capable of converting the cytosine nucleotide 5-methylcytosine into 5-hydroxymethylcytosine by hydroxylation.

Abstract: Described herein are systems and techniques for monitoring substances that are injected into an Earth formation whether that be CO2 from a carbon capture and storage (CCS) process, or water or steam injected for an enhanced oil recovery (EOR) process. Components located on an outside of a wellbore casing may be electrically isolated from components located on the inside of the wellbore casing. Data and/or power may be transferred through the wellbore casing wirelessly in order to increase the reliability of a data collection system because the need for wires to be placed on the outside surface of a wellbore casing is eliminated. The components located on the outside of the casing may receive electromagnetic (EM) or transmit EM fields as part of a system that collects data about substances that are injected into Earth formations during a CCS or EOR process.

Abstract: This disclosure relates generally to methods and systems for handling autoimmune disorders. Effective handling techniques for treating the autoimmune disorders are limited. The present disclosure herein solves the problem of treating and handling the autoimmune disorders effectively by identifying the microbial epitopes present in the sample of the subject and by mapping the identified epitopes through the epitope knowledgebase. In the present disclosure, a biological sample is collected from a subject. Next, one or more DNA sequences are extracted, and microbial taxa and one or more pathogenic microbes are identified. Further, one or more microbial epitopes from the biological sample are identified. the autoimmune disorders of the subject are then assessed, based on at least one of (i) the one or more pathogenic microbes and (ii) the one or more microbial epitopes, using the epitope knowledgebase, to generate an artificial sequence construct, using one or more mimic epitopes.

Abstract: This disclosure relates generally to the field of retrieval and extraction for designing formulated products by constructed ingredient-functionality lists for formulated products using search engine result excerpts in an automated manner. Many ingredients used in formulated products are multi-functional. Conventionally, in a given category of formulated product, only a single functionality or subset of functionalities of an ingredient is used ignoring other functionalities of which the ingredient is representative. However, there is a need to put together representative ingredients before proceeding further with process steps of making and testing the formulated product. The present disclosure addresses unresolved problems of the conventional methods by obtaining information regarding the functionalities of ingredients used in formulated products using search engines based on a loop processing involving query formation, and construction of a list of ingredients and functionalities till exhaustion.

Abstract: Embodiments disclosed are directed to a computing system that provides for on-demand scanning for changes in cloud-based object storage systems. The changes can include modifications, additions, or deletions of objects stored in a cloud-based object storage system. The computing system scans, at a first runtime, objects stored in a cloud-based object storage system. The computing system retrieves lookup information associated with a second runtime of a previous scan. Based on the lookup information, the computing system identifies a subset of the objects that were changed or added after the second runtime and before the first runtime. Subsequently, the computing system generates an electronic notification including a consolidated list of the subset of the objects.

Abstract: In certain embodiments, token data may be generated, updated, and presented on a token display of a token. In some embodiments, a communication session may be initiated between a token and a terminal. Authentication data stored on the token may be replaced with updated authentication data. Updated token data may be generated based on updated authentication data. The token data on an electrophoretic display may be replaced with the updated token data.

Abstract: Provided are antigen-binding molecules capable of binding to IL-11, and methods of medical treatment and prophylaxis using the same.

Abstract: A system includes a pipe string; a wireline cable run through the pipe string; and a downhole tool for formation testing, wherein the downhole tool comprises, an upper assembly, an impeller unit connected to a downhole end of the upper assembly, wherein the impeller unit comprises a first impeller coupled to a second impeller by a shaft, a first flowline having a first end that is open to the formation, a packer unit that isolates a portion of a borehole surrounding the first end of the first flowline from the rest of the borehole, and a tool string connected to the first flowline, wherein the tool string hydraulically connects the packing device to the upper assembly.

Abstract: An apparatus is provided for detecting duplicate travel. The apparatus may include at least one memory and at least one processor configured to detect a travel path of a vehicle based in part on received items of location data. The processor is also configured to determine whether the travel path is associated with a defined street segment including a plurality of location points corresponding to a street. The processor is further configured to determine whether the vehicle travels the street multiple times in a predefined time period. The processor is further configured to superimpose visible indicia on the defined street segment in response to detecting that the vehicle traveled the street multiple times during the predefined time period. Corresponding computer program products and methods are also provided.

Abstract: In some embodiments, an RFID label rejecting system includes an imager for scanning an RFID label, and a label removal component for discarding an inoperable RFID label. The label removal component may include a paddle configured to receive the inoperable label as part of the removal process. The label removal component may include a retraction system configured to position the paddle in an ejection path of the label rejection system to receive a rejected label. The label removal component may include a removable liner on the paddle configured to receive the rejected label and to be discarded with the rejected label. The label removal component may include a pressurized gas system configured for ejecting a rejected label.

Abstract: A self-cleaning temperature sensor comprises: a bellows coupled to a support structure; a pneumatic or hydraulic cylinder; a sensor configured to measure a temperature of a fluid and extending from the pneumatic or hydraulic cylinder, wherein the sensor comprises an exposure end configured to contact the fluid during sensing by the sensor; sensor wires connected with the sensor and extending to a control system; and a self-cleaning system comprising: a hood having walls extending radially outward a distance along a central axis wherein the hood defines a first volume; and a cleaning brush integrated with or adjacent the bottom of the support structure. In a retracted configuration, the exposure end of the sensor is positioned at a retracted position a distance from cleaning brush, and, in an extended configuration, the exposure end of the sensor extends a distance along the central axis away from the retracted position.

Abstract: Disclosed herein are system, method, and computer program product embodiments for sorted parallel processing of large dataset to provide quicker search results to a user. An embodiment operates by receiving a search request containing a first attribute from a user, determining an intermediate result set of items in a database based on the search request, and sorting the items based on a second attribute of the items. The embodiment further operates by dividing the sorted items into a plurality of batches with sequential IDs, determining a result corresponding to the first attribute for each item in parallel, creating a sequentially-ordered list of determined results, identifying a subset of determined results based on a comparison between the determined results and a target result, determining a final result set of items, and returning at least a portion of the final result set of items to the user.