Abstract: A method for fatigue hot spot screening includes identifying multiple static stress locations neighboring one or more fastener locations and multiple stress concentrations in a finite-element-model of a component in response to analysis results and validated assembly-level analysis results with a computer, generating a fatigue spectrum at each static stress location, generating multiple fatigue analysis control files in response to the fatigue spectrum, reducing the validated assembly-level analysis results, generating a first output file that contains multiple non-fastener stress concentration hot spots in the finite-element-model by a first fatigue analysis at multiple non-fastener stress concentration regions in response to the fatigue analysis control files, calculating one or more local peak stresses for the one or more fastener locations, and generating a second output file that contains multiple fastener hot spots in the finite-element-model by a second fatigue analysis at the fastener locations in res

Abstract: The invention provides improved methods and corresponding systems for the sharing, storage, creation and accessing of data stored on a blockchain e.g. the Bitcoin blockchain. It may form part of a protocol for searching the blockchain for content/data. A method in accordance with the invention may be used for associating or linking data stored within (separate/different) blockchain transactions to enable the identification, retrieval and/or sharing of data stored therein. Additionally, or alternatively, it facilitates identification of transactions (TX) in a blockchain which store content/data that needs to be shared, transmitted, stored and/or accessed by a user. Such a method comprises the step of mapping a mnemonic to: 1) a public key (PK) associated with the transaction (TX); and 2) the transaction ID (TXDD) of the transaction (TX).

Abstract: Some embodiments of the invention provide a method for configuring a network with multiple nodes. Each node generates an output value based on received input values and a set of weights that are previously trained to each have an initial value. For each weight, the method calculates a factor that represents a loss of accuracy to the network due to changing the weight from its initial value to a different value in a set of allowed values for the weight. Based on the factors, the method identifies a subset of the weights that have factors with values below a threshold. The method changes the values of each weight from its initial value to one of the values in its set of allowed values. The values of the identified subset are all changed to zero. The method trains the weights beginning with the changed values for each weight.

Abstract: This disclosure describes, among other things, techniques for waking a user by changing the user's sleep environment. In one example, a method includes receiving, at a central controller of an air mattress system, at least one user alarm setting, generating, via the central controller, at least one instruction based on the received user alarm setting, and transmitting, from the central controller, the at least one instruction to a first component of the air mattress system to adjust a feature of the first component.

Abstract: An apparatus for aligning a bioprocessing drive head includes an assembly of rotating and sliding bearings configured to operatively connect a drive motor to a rotatable shaft, a drive head operatively connected to the rotatable shaft, the drive head configured to rotate an impeller within a bioprocessing vessel. The apparatus further including a linear movement mechanism operatively connected to the rotary ball spline mechanism and/or the rotatable shaft. The linear movement mechanism being configured to move the drive head linearly via the rotatable shaft into operative contact with the impeller, without linearly moving the drive motor.

Abstract: Systems and indicators for determining the presence or absence of specific environmental, exposure, or biological conditions are provided. Indicators include a plurality of sensors, each sensor independently having a biological or chemical sensing modality to detect one or more analytes of interest. Analytes of interest include nucleic acids (e.g., DNA, RNA, etc.), proteins, peptides, and other amino acid chains and may come from a subject or the microbiome of a subject. The signals from the plurality of sensors may be processed to provide a readily understandable readout concerning a health condition or predisposition of a subject, such as cancer and exposure to coronavirus. The signals from the plurality of sensors may be colorimetric (e.g. a color change in response to the presence or absence of an analyte), and a plurality of colorimetric signals may be combined to provide a readily understandable colorimetric output. Indicators may be wearable.

Abstract: An adaptive article of apparel can include a textile with an opening that is configured to admit a body part of a wearer, and an electroadhesive clutch secured to the textile and extending around at least a portion of the opening. The electroadhesive clutch can be configured to permit or inhibit changing a size of the opening.

Abstract: Methods and systems are provided for fetching graphics data for rendering a scene presented on a display device. The method includes receiving gaze information for eyes of a user while the user is interacting with the scene. The method includes tracking gestures of the user while the user is interacting with the scene. The method includes identifying a content item in the scene as being a potential focus of interactivity by the user. The method includes processing the gaze information and the gestures of the user to generate a prediction of interaction with the content item by the user.

Abstract: Methods and systems for operating a clutch of an axle are provided. In one example, the clutch may be characterized in static or dynamic conditions. The clutch characterization may be a basis for subsequently operating the clutch during gearbox shifting. In particular, an amount of torque that is transferred via the clutch may be controlled or adjusted according to the clutch characterization.

Abstract: Disclosed are approaches to determining a sensitivity of a bacterium to a given antibiotic and generating targeted treatments based on the sensitivity. One or more antibiotics may be selected for a chronic/recurrent infection resulting from a biofilm so as to reduce dose and or length of course of antibiotic treatment. For example, if a bacterial pathogen is determined to be sensitive to an antibiotic in its planktonic form but resistant to that antibiotic in its biofilm form, then the biofilm may be dispersed or disrupted from the biofilm residence in order to clear the infection. In various embodiments, a dispersal or disruption method and/or agent may be determined based at least in part on a rate of bacterial release from a biofilm that sensitizes the pathogen to a chosen antibiotic.

Abstract: This disclosure provides systems, methods, and devices for automatic product classification using deep learning and generative artificial intelligence (AI) models for a harmonized system (HS) product classification. A method includes generating embeddings based on an input dataset. The method includes applying a deep learning model to the embeddings to produce a prediction set including classifications corresponding to the embeddings. The method includes converting the classifications to a first set of similarity metrics. The method includes determining a second set of similarity metrics based on the embeddings using a semantic similarity model. The method includes generating a third set of similarity metrics based on an output of the semantic similarity model. The method includes outputting a ranked set of predictions corresponding to the input dataset based on the first set of similarity metrics, the second set of similarity metrics, and the third set of similarity metrics.

Abstract: A windshield motor gear is provided. The windshield motor gear includes a semi-circular mass and a cuboid mass forming an integrated structure of the windshield motor gear, wherein the semi-circular mass is centrally disposed along a first side of the cuboid mass. The semi-circular mass has a concentrically disposed threaded hole. The cuboid mass includes a plurality vertical through-holes communicating said first side to an opposing second side of the cuboid mass, wherein at least one vertical through holes is disposed on both sides of the semi-circular mass; and a plurality horizontal through-holes communicating opposing third and fourth sides of the cuboid mass, wherein at least one vertical through holes is disposed on both sides of the semi-circular mass; and threads of the threaded hole enable the motor gear to be attached to a windshield motor assembly.

Abstract: Aspects of the subject disclosure may include, for example, obtaining a request pertaining to an onboarding of an application supporting a communication network or system, based on the obtaining of the request, establishing a profile for the application, selecting first resources of a first cloud computing network to support the application, based on the selecting of the first resources, configuring at least one resource of the first resources based on the profile, and deploying a first instance of the application to utilize the first resources. Other embodiments are disclosed.

Abstract: According to at least one embodiment, a method, a computer system, and a computer program product for minimizing I/O operations when validating databases are provided. The present invention may include creating a corresponding system-managed chain database for an application database, the chain database comprising a list of one or more dynamically allocated records, if present, for one or more fixed entries in the application database, wherein each of the fixed entries comprises a respective chain database array item in the chain database; scanning, via a validation utility, one or more chain database array items; marking each of the one or more dynamically allocated records listed in the chain database for the fixed entries as found; and checking, via an indicator with various states, if the one or more dynamically allocated records for the one or more fixed entries are listed in the respective chain database array item.

Abstract: Methods for stabilizing laser-induced graphene (LIG) through composite formation and compositions thereof. Using infiltration methods and/or lamination methods, LIG composites (LIGCs) with physical properties can be engineered on various substrate materials. The physical properties include surface properties, such as superhydrophobicity and antibiofouling; the LIGCs are also useful in antibacterial applications, Joule-heating applications, and as resistive memory device substrates. Further, methods for fabricating and using LIG for flexible and embeddable gas sensors.

Abstract: Systems, apparatuses, and methods related to securing domain crossing using domain access tables are described. For example, a computer processor can have registers configured to store locations of domain access tables respectively for predefined, non-hierarchical domains. Each respective domain access table can be pre-associated with a respective domain and can have entries configured to identify entry points of the respective domain. The processor is configured to enforce domain crossing in instruction execution using the domain access tables and to prevent arbitrary and/or unauthorized domain crossing.

Abstract: A processing device in a memory sub-system detects an occurrence of a triggering event, determines respective levels of charge loss associated with a first representative wordline of a block of a memory device and with a second representative wordline of the block of the memory device, and determines whether a difference between the respective levels of charge loss satisfies a threshold criterion. Responsive to determining that the difference between the respective levels of charge loss satisfies the threshold criterion, the processing device further determines that the block is in a uniform charge loss state.

Abstract: The present disclosure provides for treatment of parasitic infections. It does this using agents and methods with little toxicity compared to existing therapies.

Abstract: A computer system comprises at least one processor; a communications module coupled to the at least one processor; and a memory coupled to the at least one processor and storing processor-executable instructions which, when executed by the at least one processor, configure the at least one processor to provide a bidirectional application programming interface that interfaces between at least one provider system and at least one subscriber system, the bidirectional application programming interface configured to allow the at least one provider system to make requests of the at least one subscriber system and to allow the at least one subscriber system to make requests of the at least one provider system; receive, from a subscriber system, an application programming interface request that includes a request to confirm data processing particulars; identify, based on the data processing particulars, a provider system associated with the data processing particulars; send, to the provider system, the request to con

Abstract: A method, medium, and apparatus for allowing evaluation of property, such as damaged property, remotely and efficiently. A mobile computing device may be used to conduct bilateral communication between a client and an agent for evaluating property. Systems and methods may be used to efficiently automate intake of communications and intelligently load-balance resources for handling calls.