Abstract: In general, technical aspects of the current disclosure include determining an age of a plastic material. In one example, a method may include controlling a light source to deliver first light to a plastic material stained with a stain; receiving, by a light detector, second light, the second light comprising at least some of the first light that has interacted with the plastic material stained with the stain; generating, by the light detector, light information representative of the second light; determining, by processing circuitry and based on the light information, an age of the plastic material; and outputting, by the processing circuitry and for display at a display of a computing device, the age of the plastic material.

Abstract: A subsea wellbore monitoring system of the present disclosure includes hanger, plug, and monitoring assemblies. The hanger assembly installs on landing in the wellhead, engages the lock profile, and has a hanger seal sealing in the wellhead. The plug assembly is supported in the hanger assembly and has a plug seal to seal in the landing. Ports of the plug assembly communicate with a bore envelope and an annulus envelope. The monitoring assembly has pressure monitors that communicate with the ports and measure pressure measurements related to the envelopes. The hanger and plug seals can be elastomeric and/or metal elements. The hanger and plug seals are preferably expandable or can be energized outward so the seals can pass any shoulders and profiles when installed in the wellbore and can then seal against the internal surfaces.

Abstract: Techniques for a privacy-based user data sharing protocol disclose a system that receives a request to consent to share user data with a subscriber device. The system identifies, based on the request, a smart contract associated with the subscriber device. The smart contract comprises one or more conditions for collecting and managing the user data. The system generates a token based on the smart contract, in which the token indicates consent by a user to share the user data with the subscriber device according to the one or more conditions. The system records the generated token to a blockchain.

Abstract: A turbine engine includes an engine core extending along an engine centerline and includes a compressor section, a combustor, and a turbine section in serial flow arrangement. A temperature sensor is provided within the engine and configured to detect a gas temperature within the engine core. A set of blades is circumferentially arranged in the turbine section. A blade in the set of blades includes an outer wall bounding an interior, a cooling conduit within the interior, and a plurality of film holes fluidly coupled to the cooling conduit.

Abstract: One aspect of the instant application provides a system and method for managing a switch buffer. During operation, the system establishes a hierarchical accounting structure to determine utilizations of different elements of a buffer on the switch. The hierarchical accounting structure comprises one or more parent elements, and each parent element is associated with one or more child elements. The system determines a base utilization of a child element based on an amount of buffer space allocated to the child element and an amount of buffer space used by the child element, and determines an adaptive utilization of the child element based at least on the base utilization of the child element and a congestion state of a corresponding parent element. Determining the adaptive utilization of the child element comprises performing a table lookup operation.

Abstract: A system includes one or more processors; and one or more non-transitory, computer-readable media including instructions that, when executed by the one or more processors, cause the computing system to: receive a machine data set; process the machine data set with a trained deep learning model to generate predicted variety profile index values; and cause a visualization to be displayed.

Abstract: Deferred formula computation executes software containing a set of programmed formulas, wherein the set includes a first programmed formula defined in an associated dependency graph to be dependent on a result of a second programmed formula. A method may encounter a reference to the first programmed formula during execution of the software, wherein the reference is associated with deferred formula computation request program code in the executing software to obtain a result of the first programmed formula; identify during execution of the software the second programmed formula based on traversal within the associated dependency graph of the first programmed formula; compute a result of the second programmed formula during execution of the software; compute the result of the first programmed formula during execution of the software, and return the computed result of the first programmed formula in association with the reference to the first programmed formula.

Abstract: A method for predicting an immunogenic and/or therapeutic response to adalimumab 5 from a sample extracted from a rheumatoid arthritis patient by testing the sample for the presence of biomarkers, the biomarkers being autoantibodies to antigens comprising SSB, TROVE2 and ZHX2.

Abstract: Aspects of the present disclosure relate to systems and methods for generating a predicted eye gaze of a user and or a predicted head pose of a user. In examples, feature information for a first eye of a user is generated based on a first image and a second image, where the first image is received from a first image sensor and the second image is received from a second image sensor. Feature information for a second eye of the user and facial landmark features are generated based on the first image and the second image. A predicted eye gaze for the user and/or a predicted head pose for the user may be based on the extracted feature information for the first eye, the second eye, and the extracted facial landmark features, and a confidence level for the predictions can be based on a hinge angle between the image sensors.

Abstract: Systems and methods which provide tokenization of various shipping data for which shielding is desired are described. Embodiments may facilitate controlled and/or protected usage of shielded shipping data, such as may include personally identifiable information, with tokenization. Shielded shipping data tokens of embodiments are matched with an entity, party, system, permitted usage of corresponding shielded shipping data. A data shielding service system may shield usage of shielded shipping data in accordance with applicable regulations according to applicable rules, and/or the like. Permitted accessors may be relieved of demands of maintaining compliance with the regulations and rules with respect to shielded shipping data in light of their enforcement and compliance being imposed through tokenization of the shielded shipping data.

Abstract: A system configured to generate and/or modify three-dimensional scenes comprising animated character(s) based on individual asynchronous motion capture recordings. The system may comprise sensor(s), display(s), and/or processor(s). The system may receive selection of a first character to virtually embody within the virtual space, receive a first request to capture the motion and/or the sound for the first character, and/or record first motion capture information characterizing the motion and/or the sound made by the first user as the first user virtually embodies the first character. The system may receive selection of a second character to virtually embody, receive a second request to capture the motion and/or the sound for the second character, and/or record second motion capture information. The system may generate a compiled virtual reality scene wherein the first character and the second character appear animated within the compiled virtual reality scene contemporaneously.

Abstract: A system and method for performing a teleoperational medical procedure is provided. In an example, a medical system includes an imaging instrument, a processor coupled to the imaging instrument, and a non-transitory computer memory coupled to the processor. The non-transitory computer memory stores machine-executable instructions that, when executed, cause the processor to: receive, from the imaging instrument, an image of a patient anatomy, wherein the patient anatomy includes a tissue within a tissue bed; receive an ex vivo model of the tissue after removal of the tissue from the tissue bed; and determine an arrangement of the tissue in the tissue bed from the ex vivo model and the image of the patient anatomy.

Abstract: A method of producing a component part (202, 204) of an aircraft airframe (200), the method comprising: providing a first digital model, the first digital model being a digital model of the component part (202, 204); producing an initial physical part using the first digital model; measuring a surface of the initial physical part; creating a second digital model using the measurements of the surface of the initial physical part, the second digital model being a digital model of the initial physical part; specifying one or more fastener holes (606) in the second digital model; and drilling one or more fastener holes (606) in the initial physical part using the second digital model with the one or more fastener holes specified therein, thereby producing the component part (202, 204) of an aircraft airframe (200).

Abstract: A method of producing vehicles comprises: in a vehicle production process, manufacturing vehicle components of different types, and assembling the vehicle components to form vehicles; creating a set of vehicle records, each being a record of one of the vehicles entering active service; performing vehicle repairs on a subset of the vehicles after they have entered active service; creating a respective record of each of the vehicle repairs, each of which comprises or indicates a vehicle age or usage value, and records a vehicle component fault identified in the vehicle repair; receiving at a data processing stage the vehicle records and vehicle repair records, wherein a predictive algorithm executed at the data processing stage processes the received records so as to, for each type of vehicle component: 1) identify a respective set of the vehicle repair records relating to that type of vehicle component, and 2) use the respective set of vehicle repair records to predict a respective number of or resource value

Abstract: Systems and methods are configured to manage streaming video content. A first time length specification for a content pod is accessed. If a determination is made that a response to a request for ancillary content of a duration corresponding to the first time length of the content pod includes ancillary content of insufficient duration to populate the first time length of the content pod, the content pod time length is reduced. Ancillary content items associated with the response to the request are streamed to a user device as part of a streaming channel comprising primary content having scheduled start times. A primary content item, having a scheduled start time, is streamed to the user device after the items of ancillary content, and earlier than the scheduled start time of the item of primary content.

Abstract: A blade for a turbine engine with a wall separating a cooling fluid flow and a hot gas fluid flow and having a heated surface along which the hot gas fluid flow flows and a cooled surface facing the cooling fluid flow. A plurality of cooling holes each having a passage extending between an inlet at the cooled surface and an outlet at the heated surface. The outlet extending between an upstream end and a downstream end with respect to the hot gas fluid flow to define a distance, the passage defining a centerline forming a first angle (?) with the heated surface.

Abstract: A turbine engine includes an engine core extending along an engine centerline and includes a compressor section, a combustor, and a turbine section in serial flow arrangement. A temperature sensor is provided within the engine and configured to detect a gas temperature within the engine core. A set of blades is circumferentially arranged in the turbine section. A blade in the set of blades includes an outer wall bounding an interior, a cooling conduit within the interior, and a plurality of film holes fluidly coupled to the cooling conduit.

Abstract: A turbine engine includes an engine core extending along an engine centerline and includes a compressor section, a combustor, and a turbine section in serial flow arrangement. One or more blades in the compressor or turbine sections has an internal cooling conduit with at least one of a bend or a terminal end. A plurality of cooling holes are provided in the blade, with each hole having an inlet fluidly coupled to the cooling conduit and an outlet opening onto an exterior of the blade.

Abstract: Apparatuses, systems and methods to track use of print filament wound on a print spool on a printer in an additive manufacturing print. Included are: an identifier associated with the print spool; a network ledger comprising at least the identifier, prior ones of the plurality of additive manufacturing prints using the 3D print filament, and authorized ones of the at least one printer acceptable to run enhanced print algorithms during ones of the plurality of additive manufacturing prints; a confirmation block in the ledger of a sufficient amount of the print filament on the print spool to execute a current one of the plurality of manufacturing prints; a controller for executing the current one of the plurality of manufacturing prints including the enhanced print algorithms; and an update block generator for generating an update block to the ledger confirming the amount of the print filament used corresponded to the identifier.

Abstract: The present disclosure provides world-controlled augments and application-controlled augments. World-controlled augments can be controlled directly by a shell in the artificial reality environment. To allow even inexperienced users to develop world-controlled augments, a world-controlled builder system is provided. Application-controlled augments may be resource intensive (e.g., using eye-tracking, social-media tie-ins, etc.), may support complicated interactions among themselves, may require or have extensive use of inputs and permissioned resources, and are controlled by their hosting application. When a running application is halted, the application closes its application-controlled augments but can choose to have the XR system run a “place-holder” world-controlled augment for as long as the application is not running. The place-holder world-controlled augment preserves the appearance of the application in the artificial reality environment but uses few system resources.