Abstract: A method comprises receiving a network of a plurality of nodes and a plurality of edges, each of the nodes comprising members representative of at least one subset of training data points, each of the edges connecting nodes that share at least one data point, grouping the data points into a plurality of groups, each data point being a member of at least one group, creating a first transformation data set, the first transformation data set including the training data set as well as a plurality of feature subsets associated with at least one group, values of a particular data point for a particular feature subset for a particular group being based on values of the particular data point if the particular data point is a member of the particular group, and applying a machine learning model to the first transformation data set to generate a prediction model.

Abstract: A charging system for a battery powered vehicle may include a memory configured to maintain customer accounts, and a processor configured to receive requests from a first customer at a charging station for an increased rate of charge, transmit the request to at least one other customer at the charging station in response to verification of the customer account associated with the first customer; and instruct the charging station to increase the rate of charge for the first customer and decrease the rate of charge for the at least one other customer in response to the at least one other customer accepting the request.

Abstract: When cementing tubing in a borehole, a wet shoe track is created, and pressure testing of the tubing is performed. To do this, a wiper plug seats in a seat of an insert disposed in a first position in a flow bore of a tool. The insert is released and moved toward a second position in the flow bore in response to the first pressure applied against the seated wiper plug. A collar disposed on the wiper plug seats on a second seat disposed uphole of the first seat. The tubing is pressure tested by applying pressure down the tubing against the wiper plug with the collar seated in the second seat. Fluid communication is then established through the flow bore downhole of the wiper plug, the first seat, and the second seat by removing the collar from the wiper plug. This can create the wet shoe track.

Abstract: A fiber-based optical amplifier for operation at an eye-safe input signal wavelength ?S within the 2 ?m region is formed to include a section of Holmium (Ho)-doped optical gain fiber. The pump source for the fiber amplifier is particularly configured to provide pump light at a wavelength where the absorption coefficient of the Ho-doped optical gain fiber exceeds its gain coefficient (referred to as an “absorption-dominant pump wavelength”), and is typically within the range of 1800-1900 nm. The selection of an absorption-dominant pump wavelength limits the spontaneous emission of the pump from affecting the amount of gain achieved at the higher wavelength end of the operating region. The amount of crosstalk between the signal wavelength and pump wavelength is also reduced (in comparison to using the conventional 1940 nm pump wavelength).

Abstract: A motion-assist shoe having a force translator with a dynamic portion comprised of a resiliently deformable material and configured to bias a rearward portion of a sole portion of the shoe upward relative to a forward portion of the sole portion.

Abstract: In some embodiments, a system comprises a static random access memory (SRAM) device and a controller. The SRAM device comprises a bit cell array comprising a plurality of bit cells arranged in a plurality of rows and a plurality of columns, each column operatively coupled to a pair of bit lines, wherein the plurality of columns is arranged as a plurality of column groups each comprising a plurality of local columns. The SRAM device further comprises a plurality of column decoders, each associated with a column group of the plurality of column groups. In some embodiments, the controller may be configured to read the local columns included in the column group by, for a given local column, sensing a voltage difference on a corresponding pair of bit lines, in a rearranged sequential order that is different from a physical sequential order of the plurality of local columns.

Abstract: Herbicidal compositions are provided which cause rapid symptomology while delivering long term control of regrowth of plants. The herbicidal concentrate compositions comprise N-phosphonomethylglycine or a herbicidal derivative thereof, an auxin herbicide or a herbicidal derivative thereof, and at least one surfactant. Also provided is a method for killing or controlling the growth of certain plants by contacting the foliage of the plants with the diluted concentrate composition.

Abstract: A conveyor belt maintenance system and methods of use thereof are disclosed herein. The conveyor belt maintenance system comprises a support structure for supporting a portion of a belt of a conveyor the support structure comprising a frame, an idler roller supported on the frame, and one or more connectors coupled to the frame. The support structure further comprises a track coupled to the connectors. The idler roller is configured to engage and support the portion of the belt. The connector coupled to the track is configured to facilitate movement of the support structure along the track in a direction parallel to the belt of a conveyor.

Abstract: A magnetic pouch clamp assembly includes a first and second clamping arms and a magnet assembly. The first clamping arms have respective, opposed first and second clamping surfaces. The second clamp arm is slidably connected to the first clamping arm such that the first and second clamping arms are movable between open and closed positions, with the first and second clamping surfaces being engaged in the closed position. The magnet assembly includes a first magnet having a first polarity carried by the first clamping arm and a second magnet having a second polarity carried by the second clamping arm, the first and second polarities being oriented such that a closing attractive force therebetween holds the first and second clamping surfaces in the closed position. A third magnet can be used to hold the clamping surfaces in the open position or to enhance closing forces.

Abstract: A fan with airfoil blades is provided for a regenerative air vacuum street sweeper. The blades are formed using cut and pressed upper and lower panels which are welded at a forward edge to a rod to form the airfoil leading edge and welded at the rear edges to form the airfoil trailing edge. Pins extend laterally outwardly from the rod for mounting each blade in corresponding holes in the front and rear plates of the fan housing. The side edges of the blade are welded to the plates at a 9-11° angle of attack. The airfoil blades allow for reduced size, horse power, noise, and manufacturing and shipping costs.

Abstract: A Brunnian link is a link formed from a closed loop doubled over itself to capture another closed loop to form a chain. The example kit provides for the successful creation of unique wearable articles using Brunnian link assembly techniques and includes several pin bars that are supported in a desired special orientation by at least one base. The desired special orientation is dependent on the desired linked configuration of the completed article. The pins may be assembled in various combination and orientations to provide endless variation of completed link orientations.

Abstract: A method for executing a trade is provided that includes communicating financial information to a handheld device via a network, the financial information being associated with a trade that can be initiated by the handheld device. The handheld device is connected to the network via a Push to Trade™ protocol. The method also includes executing the trade on behalf of the end user.

Abstract: Various examples of managing electronic accounts across various devices are described. Tokens may be used to transfer funds from one device to another device as the funds are desired for various activities such as gaming.

Abstract: An interface portion having at least one locking aperture defined by a top wall and an opposing bottom wall and a pair of opposing, substantially equal length, parallel side walls, and wherein an upturned corner portion is defined between the top wall and each of the parallel side walls; and at least one attachment element extends from the interface portion, having attachment element notches formed in opposing side portions defining a neck portion, wherein the attachment element notches define barb portions, wherein at least a portion of the at least one attachment element is positionable through the locking aperture such that the neck portion is positionable within the locking aperture, and wherein if a withdrawing force is applied to the attachment element a portion of the barb portions engages a portion of at least one of the upturned corner portions to aid in resisting the withdrawing force.

Abstract: Content delivery and playback methods and apparatus are described. The methods and apparatus are well suited for delivery and playback of content corresponding to a 360 degree environment and can be used to support streaming and/or real time delivery of 3D content corresponding to an event, e.g., while the event is ongoing or after the event is over. Portions of the environment are captured by cameras located at different positions. The content captured from different locations is encoded and made available for delivery. A playback device selects the content to be received based in a user's head position.

Abstract: A system and method for programming a new key fob. Some embodiments include a programmable remote transmitter, designed, and programmed to perform single or multiple operations, optionally incorporated into a custom-made base that attaches to a smart phone case or other mobile devices. The remote transmitter is designed and activated via secured programming provided by an application on the user's mobile device, without the intervention of car dealers, locksmiths or using difficult manual processes. The remote transmitter can be attached to smart phones, mobile devices, or other suitable surfaces (e.g., a briefcase or a vehicle's dashboard) for safekeeping and accessibility.

Abstract: A tee-bolt for use with an accessory mounting track provides a quick and easy removable attachment of various devices. The tee-bolt comprises a head comprising upper and lower surfaces and a female threaded hole passing therethrough between the upper and lower surfaces, and a stud comprising a male thread having an end threaded through the head so that the end is flush with the lower surface of the head and a portion of the stud extends from the upper surface of the head. The end of the stud is flared outwardly within the threaded hole and flush with the lower surface of the head by the application of pressure to form a flare that interacts with the head to inhibit separation of the head and the stud.

Abstract: A floor panel for installation in an aircraft includes a plurality of thermoplastic C-shaped stringers, a consolidated thermoplastic deltoid filler, a thermoplastic upper facing sheet, and a thermoplastic lower facing sheet. The stringers are disposed in a parallel arrangement with one another. The deltoid filler is disposed within a longitudinally-extending notch defined by a pair of adjacent stringers. The upper facing sheet covers an upper surface of the stringers and the deltoid filler. The lower facing sheet covers a lower surface of the stringers and the deltoid filler. The stringers, the deltoid filler, and the upper and lower facing sheets are integrally consolidated forming a unitary construction.

Abstract: Methods for preparing an electrode may include compressing an electrode dry mixture comprising an active material and an electrolyte material to form an electrode film. An electrolyte dry mixture or a stand-alone solid-state electrolyte film is compressed against a surface of the electrode film to form a laminate of an electrolyte layer and the electrode film. The electrolyte dry mixture may include the electrolyte material. Compressing the electrode dry mixture may include calendering the electrode dry mixture. Compressing the electrolyte dry mixture or stand-alone electrolyte film may be accomplished also by calendering. The electrolyte material may include a glass ceramic and, optionally, an air-stabilizing dopant. The glass ceramic may include Li3PS4. Thus, the electrodes may include a composite cathode and a solid-state electrolyte layer. The methods may be applicable for a solvent-free process to form electrodes and electrochemical cells and batteries including the electrodes.

Abstract: Disclosed are systems and methods for temporal link prediction based on (generalized) random dot product graphs (RDPGs), as well as applications of such temporal link prediction to network anomaly detection. In various embodiments, starting from a time series of adjacency matrices characterizing the evolution of the network, spectral embeddings and time-series models are used to predict estimated link probabilities for a future point in time, and the predicted link probabilities are compared against observed links to identify anomalous behavior. In some embodiments, element-wise independent models are used in the prediction to take network dynamics into account at the granularity of individual nodes or edges.