Abstract: Described is a system for predicting an occurrence of large-scale events using social media data. A collection of time series is acquired from social media data related to an event of interest. The collection of time series is partitioned into time intervals and semantic features are extracted from the time intervals as a set of semantic intervals. The semantic features are encoded into a multilayer network. Subgraphs of the multilayer network are transformed into a state transition network. A prediction of a future event of interest is generated by analyzing the encoded network using the state transition network. Using the analyzed encoded network, a device is controlled based on the prediction of the future event of interest.

Abstract: An electric machine includes a stator with a core having an end face and a plurality of conductors forming windings that extend adjacent to the end face defining end turns having a toroidal outline. The end turns are formed to define at least one channel in the end turns that traverses the end turns for increasing a surface area for fluid contact and directing a flow of fluid along the toroidal surface.

Abstract: An exercise apparatus is disclosed, comprising a first frame, a second frame aligned about parallel to the first frame, and at least three crossbars extending about orthogonally between inward faces of the frames. Each of the first frame and the second frame includes at least three vertices, at least three sides extending between the at least three vertices, at least three attachment struts disposed inward from the at least three vertices, and at least three load posts extending from an outward face of the frames. The at least three sides of each frame are formed of at least three frame struts. The at least three crossbars attach to one of the at least three attachment struts of the first frame and one of the at least three attachment struts of the second frame. The load posts are arranged and disposed to receive and releasably retain a plurality of weights.

Abstract: According to one embodiment, a composition of matter includes: a first system of continuous voids arranged in a three-dimensional matrix; a second system of continuous voids arranged in the three-dimensional matrix; and a nanoporous barrier separating the first system of continuous voids and the second system of continuous voids. The first system of continuous voids and the second system of continuous voids are interwoven but independent so as to form a plurality of channels through the three-dimensional matrix. Corresponding methods for forming the composition of matter are also disclosed.

Abstract: Methods and systems for providing an environment in which data (e.g., analytical data received from third parties) may be normalized prior to use and in which users may be authenticated prior to transmitting sensitive information in a request to the feature registry. The system and methods for hyperlinking user-specific content on a website or mobile application. The system may receive a user selection of the hyperlinked content. In response to the user selection, the system may access a feature registry application, wherein the feature registry application transmits a feature registry request to a feature registry, and wherein the feature registry request includes the identity of the user, information from the user profile, and a description of the hyperlinked content.

Abstract: A beverage container has a body with an open top, an interior volume and a closed bottom. A lid assembly is removably coupled to the open top of the body. A storage compartment is removably coupled to the closed bottom of the body. A mixer is coupled to the lid assembly. The mixer can mix contents located inside the body. The mixer can be silent when a user of the beverage container shakes contents located inside the body.

Abstract: In various embodiments, a device and method of dividing current among LED arrays is described. Each array has a sense resistor to sense a voltage of a current channel associated with the array. An analog or digital computational circuit with an op-amp and parallel RC circuit or microprocessor compares the voltages of the sense resistors and controls switches of the arrays accordingly. The analog circuit charges or discharges the capacitor to alter the output voltage used to control the switches. The microprocessor determines a ratio of the sensed voltages to generate the output voltage, maps a control signal to the ratio, directs input current to one or the other channel dependent on the control signal voltage and otherwise scales the input current between the channels. Other apparatuses, devices, and methods are described as well.

Abstract: Systems and apparatuses for a microelectromechanical system (MEMS) device. The MEMS device includes a housing, a transducer, and a sensor. The housing includes a substrate defining a port and a cover. The substrate and the cover cooperatively form an internal cavity. The port fluidly couples the internal cavity to an external environment. The transducer is disposed within the internal cavity and positioned to receive acoustic energy through the port. The transducer is configured to convert the acoustic energy into an electrical signal. The sensor is disposed within the internal cavity and positioned to receive a gas through the port. The sensor is configured to facilitate detecting at least one of an offensive odor, smoke, a volatile organic compound, carbon monoxide, carbon dioxide, a nitrogen oxide, methane, and ozone.

Abstract: A vehicle exhaust system includes an injector assembly having a cone positioned adjacent to an injector mount and which extends from an upstream inlet end to a downstream outlet end. Engine exhaust gas and injected spray enter the inlet end of the cone to mix with each other prior to exiting the cone via the outlet end. The cone has a narrowing body portion located downstream of the inlet end to accelerate flow during mixing. A vehicle exhaust component assembly comprising a mixer with the injector assembly and a method for injecting a fluid into an exhaust component using the injector assembly are also disclosed.

Abstract: A master application device comprises a plurality of distributed transceivers, a central baseband processor, and a network management engine that manages operation of the master application device and end-user application devices. The master application device communicates data streams to the end-user devices utilizing one or more distributed transceivers selected from the plurality of distributed transceivers. The selected distributed transceivers and the end-user devices are concurrently configured by the network management engine based on corresponding link quality and propagation environment. The network management engine allocates resources to the selected distributed transceivers and the end-user devices during the data communication. The network management engine continuously monitors communication environment information to configure beamforming settings and/or antenna arrangement for the selected distributed transceivers.

Abstract: Embodiments disclosed herein generally relate to a system and method of verifying an identity of user. A computing system receives a HTTP request. The HTTP request includes at least a user name and an IP address associated with a router accessed by the remote client device. The computing system parses the HTTP request to extract the user name and the IP address contained therein. The computing system identifies a user account associated with the extracted user name. The computing system identifies an internet service provider associated with the IP address. The computing system transmits a verification message to the third party service provider. The computing system receives a confirmation message from the third party service provider. The computing system increases a level of confidence in an identification verification process based on the confirmation.

Abstract: A welding method includes: moving a welding head toward a plurality of workpieces, wherein each of the plurality of workpieces includes a polymeric composite, the polymeric composite includes a polymer matrix and a plurality of fibers, and each of the fibers includes a magnetic material; applying a joining pressure to the workpieces with the welding head; applying energy to the plurality of workpieces to melt an interface between the plurality of workpieces, wherein a weld plane is defined at the interface between the plurality of workpieces; and applying a magnetic field to the plurality of workpieces to change an orientation of the plurality of fibers relative to the polymer matrix in the weld area so that the fibers in a weld area are at an angle relative to the weld plane.

Abstract: Described examples include light fixtures and/or radio frequency (RF) nodes located in a service volume provided with a mobile asset detection system. The RF nodes receive beacon signals transmitted by mobile assets within the service volume. The mobile asset detection system includes a processor, a transceiver and multi-element antenna array. The multi-element antenna array includes multiple discrete antenna elements that, in some examples, are arranged so that at least one of the discrete antenna elements is non-coplanar with the other discrete antenna elements of the antenna array. Using signal attribute values determined from a signal received via each of the respective discrete antenna elements, a three dimensional estimate of the location of the mobile assets in a service volume may be determined.

Abstract: A system for a vehicle includes a bidirectional power converter, a vehicle controller configured to, in response to a pilot signal indicating a connection to a charging station, cause the converter to initiate power flow from the station to the vehicle, and an electric vehicle supply equipment (EVSE) controller configured to, in response to detecting a connection to another vehicle, generate the pilot signal to cause the converter to generate power to transfer to the another vehicle.

Abstract: An integrated computing system configuration system includes a computer-based system that when executed, receives component definitions associated with physical components that are to be configured in a portion of a first sub-system of a first customized integrated computing system. Using the received component definitions, the system generates the first sub-system definition, which can be combined with a second sub-system definition to form a first integrated computing system. The system may also combine the first sub-system definition with another second sub-system definitions to form a second customized integrated computing system definition that is different from the first customized integrated computing system definition.

Abstract: Provided are methods for prophylaxis and/or therapy for Phelan-McDermid Syndrome (PMS) and autism spectrum disorder (ASD). The methods involve administering a histone methyltransferase (HMT) inhibitor, a histone deacetylase (HDAC) inhibitor, or a combination thereof, such that one or more symptoms of the PMS and/or the AMD are reduced.

Abstract: Systems, methods and software merge a Virtual World, Live Event and Entertainment Channel, thus creating “The Perfect Storm” of gaming and entertainment whereby the characters of a social network game (e.g., an online fantasy sports league) are represented by human beings who register to be avatars of characters supported by a “Character Service Center,” while players compete to bring avatars to life in a Real World event (e.g., a Real World sports league), where the human beings behind the avatars compete for prizes while staying in character, as these competitors and players are incentivized by a “Collaboration Incentive Platform.

Abstract: A system for removing seeds includes a track, one or more carts moveably disposed on the track, one or more sensors, a removing device, and a controller. The controller includes one or more processors, one or more memory modules, and machine readable instructions stored in the one or more memory modules that, when executed by the one or more processors, cause the controller to determine a location of one or more of one or more contaminated seeds and one or more contaminated plants on the one or more carts based on information received from the one or more sensors and instruct the removing device to remove one or more of the one or more contaminated seeds and the one or more contaminated plants based on the location.

Abstract: A method and system for intelligently resolving failures recurring in information technology (IT) environments. Specifically, the method and system disclosed herein may be directed to the resolution of persistently-occurring failures observed in data backup and/or data recovery operations. Further, resolution of any given persistently-occurring failure may entail the identification of zero, one, or more solutions (e.g., patches and/or other instructions) based on the analyses of failure-related information and host-related configuration information using machine learning and/or artificial intelligence paradigms. In cases where zero solutions are identified, the conventional and manual investigative route by way of support ticketing may be pursued.

Abstract: A digital graduated filter is implemented in an imaging device by combining multiple images of the subject wherein the combining may include combining different numbers of images for highlights and for shadows of the subject. The imaging device may present a user with a set of pre-defined graduated filter configurations to choose from. A user may also specify the direction of graduation and strength of graduation in a viewfinder. In an alternative implementation, combining may include scaling of pixels being added instead of varying the number of images being combined. In an alternative implementation, the combining of multiple images may include combining a different number of images for highlights of the subject than for shadows of subject.