Abstract: To automate time series forecasting machine learning pipeline generation, a data allocation size of time series data may be determined based on one or more characteristics of a time series data set. The time series data may be allocated for use by candidate machine learning pipelines based on the data allocation size. Features for the time series data may be determined and cached by the candidate machine learning pipelines. Predictions of each of the candidate machine learning pipelines using at least the one or more features may be evaluated. A ranked list of machine learning pipelines may be automatically generated from the candidate machine learning pipelines for time series forecasting based upon evaluating predictions of each of the one or more candidate machine learning pipelines.

Abstract: An aircraft propulsion system comprises first and second thrust producing gas turbine engines. The system comprises a controller configured to determine a required overall propulsion system thrust level, and determine an engine core power level contribution from each aircraft gas turbine engine such that the overall propulsion system produces a minimum overall noise level and meets the required overall propulsion system thrust level. In meeting the minimum overall noise level, at least the first and second gas turbine engines are operated at different engine core power settings.

Abstract: A device for aseptic delivery of biological material from a vial includes a tubular barrel, a filter assembly, and a dispersion assembly. The dispersion assembly is at least partially disposed within the tubular barrel. The dispersion assembly includes a dispersion element, a piston, and a one-way valve. The dispersion element is in fluid communication with the vial to disperse the biological material from the vial. The piston is disposed at the distal end of the dispersion assembly and is in sealing contact with the tubular barrel. The one-way valve forms a fluid passageway in fluid communication with the dispersion element and the tubular barrel. The one-way valve is configured to allow a flow of the dispersed biological material from the dispersion element, through the fluid passageway, and into the tubular barrel, and to prevent a flow of the dispersed biological material from the tubular barrel into the dispersion assembly.

Abstract: A system and/or method for determining an immune activation state of a subject can include: deforming leukocytes within a microfluidic channel, acquiring a plurality of images of the leukocytes, determining biophysical parameters of the leukocyte, adjusting the biophysical parameters, and determining the immune activation state of the subject based on the biophysical parameters.

Abstract: An adjustable conveyor rail having a curved portion includes a first conveyor rail positioned a first radial distance from a centerline of a conveyer, the first conveyor rail including a first rail member operatively connected to a first band. The adjustable conveyor rail further includes an opposed second conveyor rail positioned a second radial distance from the centerline of the conveyer, the second conveyor rail including a second rail member operatively connected to a second band. The first band and the second band do not contact articles conveyed between the first conveyor rail and the second conveyor rail.

Abstract: A hand-held device is used to deliver and hydrate a temporary polymeric implant having a length, an outer surface and a cross-section, with a disruptable cover over the implant. A lumen may pass through the entire length, the lumen having a surface forming an equivalent diameter in the polymeric stent. The temporary polymeric implant includes a first aqueous-swellable, biocompatible and biodegradable composition (e.g., polymer) having a thickness. The aqueous-swellable and biodegradable polymer retaining structural integrity for at least 1 hours up to thirty days when swollen and kept moist by a moist aqueous environment. Barrier layers of biodegradable polymer(s) may be used to prevent migration of liquids into the lumen.

Abstract: In some embodiments, an electronic device presents media items from different media applications in a unified media browsing application. In some embodiments, an electronic device facilitates browsing of media from different media applications based on category of media (e.g., movies, television shows, etc.). In some embodiments, an electronic device facilitates setup of a unified media browsing application that presents media items from different media applications in a unified media browsing user interface. In some embodiments, an electronic device displays multiple episodes of a collection of episodic content (e.g., a television series) in a user interface for the collection of episodic content. In some embodiments, an electronic device displays representations of, and provides access to, live-event media items accessible on the electronic device.

Abstract: Systems and methods for use in capturing energy from natural resources. In one form, the systems and methods capture energy from natural resources, such as movement of fluid in a body of water, and convert it into electrical energy.

Abstract: Systems and methods are disclosed for providing non-lexical cues in synthesized speech. An example system includes processor circuitry to generate a breathing cue to enhance speech to be synthesized from text; determine a first insertion point of the breathing cue in the text, wherein the breathing cue is identified by a first tag of a markup language; generate a prosody cue to enhance speech to be synthesized from the text; determine a second insertion point of the prosody cue in the text, wherein the prosody cue is identified by a second tag of the markup language; insert the breathing cue at the first insertion point based on the first tag and the prosody cue at the second insertion point based on the second tag; and trigger a synthesis of the speech from the text, the breathing cue, and the prosody cue.

Abstract: Data encryption and Human Pose Estimation based on imaging a body segment. A key for encrypting a data file is generated based on image data that represent a unique biometric feature of a body segment of a user or motion of the user. An image engine executes artificial intelligence to identify matching image data for decrypting the data file. The image engine is further trained to predict changes in image data due to aging, stress, and the like. An avatar associated with the user, which is generated based on a movement pattern of the user, is configurable for generating an encryption key and for use in an avatar-based language.

Abstract: A cutter head includes a first member, a cutting bit, and a second member. The first member includes a first end and a second end and includes a first mass. The cutting bit is coupled to the first member proximate the second end. The cutting bit includes a cutting edge rotatable about the axis. The second member is rotatable about the axis and includes a second mass eccentrically positioned with respect to the axis. Rotation of the second mass causes the first member and the cutting bit to oscillate.

Abstract: A probe head with a cylindrical portion and an oblique truncated portion angled downward toward a high-powered electronic device under testing. The probe head has a proximal end comprising an oblique truncated cone portion angled relative to the longitudinal axis at an input angle and has an analog signal input. The probe head has a digital signal output provided on the distal end of the housing.

Abstract: Small molecule inhibitors that block the interaction between B-cell lymphoma 10 protein (BCL10) and mucosa- associated lymphoid tissue lymphoma translocation protein 1 (MALT1), thereby inhibiting both the protease and scaffolding activities of MALT1, and MALT1- dependent downstream signaling, including IL-6 and IL-10 secretion by B-cell lymphoma cells and IL-2 transcription and secretion by Jurkat T cells.

Abstract: A wiring harness for a battery and inverter system includes a main cable. It further includes an inverter connector configured to plug the main cable into an inverter module. It further includes a first spur of the main cable terminating in a first-type battery device connector. It further includes a second spur of the main cable terminating in a second type battery device connector.

Abstract: A spinal joint distraction system for treating a facet joint including articular surfaces having a contour is disclosed and may include a delivery device including a generally tubular structure adapted to engage a facet joint, an implant adapted to be delivered through the delivery device and into the facet joint, the implant comprising two members arranged in opposed position, and an implant distractor comprising a generally elongate member adapted to advance between the two members of the implant causing separation of the members and distraction of the facet joint, wherein the implant is adapted to conform to the shape of the implant distractor and/or the articular surfaces of the facet upon being delivered to the facet joint. Several embodiments of a system, several embodiments of an implant, and several methods are disclosed including a method for interbody fusion.

Abstract: Disclosed are novel multi-substituent psilocybin derivative compounds and pharmaceutical and recreational drug formulations containing the same. The compounds may be produced by reacting a reactant psilocybin derivative with a substituent containing compound.

Abstract: Methods, systems, and devices for channel modulation for a memory device are described. A system may include a memory device and a host device coupled with the memory device. The system may be configured to communicate a first signal modulated using a first modulation scheme and communicate a second signal that is based on the first signal and that is modulated using a second modulation scheme. The first modulation scheme may include a first quantity of voltage levels that span a first range of voltages, and the second modulation scheme may include a second quantity of voltage levels that span a second range of voltages different than (e.g., smaller than) the first range of voltages. The first signal may include write data carried over a data channel, and the second signal may include error detection information based on the write data that is carried over an error detection channel.

Abstract: A method for coordinating billing requests and payments across different financial institutions includes receiving an electronic enrollment request by a biller exchange computing system from a customer computing device; displaying an interactive control on a user interface of the customer computing device configured to collect customer authentication data for the biller; transmitting the customer authentication data to a remote computing system associated with the biller; causing the remote computing system to generate a customer-biller account authentication token that authorizes the biller exchange computing system to perform financial transactions with the biller on behalf of the customer; and authenticating, by the biller exchange computing system, a transaction request received from the customer computing device for a transaction between the customer and the biller based on the customer-biller account authentication token.

Abstract: Determining orientation of cutting windows of a mechanical resection instrument. At least some of the example embodiments are methods including: sensing a location of a cutting window through an outer tube of the mechanical resection instrument, the sensing based on a magnetic field strength of a first magnet; sensing a location of a cutting window through an inner tube concentrically disposed within the outer tube, the sensing based on a combined magnetic field strength of the first magnet and a second magnet; and stopping a rotation of the inner tube relative to the outer tube with the cutting window through the outer tube and the cutting window through the inner tube in a predetermined orientation, the stopping based on the combined magnetic field strength.

Abstract: Disclosed herein are apparatuses and methods for tracking chain of custody of a security camera using blockchain. An implementation may comprise receiving and granting a request for custody of a security camera by a first operator. The implementation further includes generating a block of a blockchain comprising identifiers of the first operator, security camera, and timestamp. The implementation includes distributing the blockchain to a plurality of nodes in a blockchain network. For each indication received of activity associated with usage and custody of the security camera to be recorded on the blockchain, the implementation includes generating a new block on the blockchain recording the activity. The implementation further includes receiving and verifying an authenticity a video clip from the security camera based on each activity recorded in the blockchain. In response to determining that the video clip is not authentic, the implementation includes generating an alert indicating inauthenticity.