Abstract: An optical fiber-based gamma-ray calorimeter (OFBGC) sensor array which uses a thermal mass with a low thermal conductivity is provided. Advantages of the OFBGC sensor array include: 1) the number of sensors in the OFBGC sensor array is adjustable and limited only by the spatial resolution of the OFBGC sensors, within the OFBGC sensor array, and 2) the OFBGC sensor design is simpler to build than a conventional optical fiber-based gamma thermometer (OFBGT) sensor array. One purpose of the OFBGC is to determine the power distribution in nuclear reactors.

Abstract: An apparatus for a ground-based battery management for an electric aircraft is presented. The apparatus includes a battery pack mechanically coupled to the electric aircraft, the battery pack includes at least a battery module that includes at least a battery unit that includes battery cells and a thermal conduit configured to transfer heat between the battery cells and the thermal conduit and a thermal circuit mechanically coupled to the thermal conduit configured to facilitate the heat transfer using thermal media. The apparatus includes a media channel communicatively connected to a computing device and comprising at least a sensor, wherein the media channel is configured to evacuate the thermal media out of the battery pack using the thermal circuit and the computing device that includes a battery management system is configured to receive a condition parameter as a function of the at least a sensor of the media channel.

Abstract: Embodiments described herein are directed to generating a machine learning (ML) model. A plurality of vectors are accessed, each vector of the plurality of vectors including a first set of features associated with a corresponding data item. A second set of features is identified by expanding the first set of features. A ML model is trained using vectors including the expanded set of features, and it is determined that an accuracy of the ML model trained using the vectors increased. A third set of features is identified by determining a measure of importance for different subsets of features in the second set and replacing subsets having a low measure of importance with new features. A ML model is trained using vectors that include the third set, and it is determined that an accuracy of the model increased due to the replacing.

Abstract: A computer-implemented method that provides watermark-based image reconstruction to compensate for lossy encoding schemes. The method can generate a difference image describing the data loss associated with encoding an image using a lossy encoding scheme. The difference image can be encoded as a message and embedded in the encoded image using a watermark and later extracted from the encoded image. The difference image can be added to the encoded image to reconstruct the original image. As an example, an input image encoded using a lossy JPEG compression scheme can be embedded with the lost data and later reconstructed, using the embedded data, to a fidelity level that is identical or substantially similar to the original.

Abstract: Systems and method for domain adaptation using pseudo-labelling and model certainty quantification for video data are provided. The method includes obtaining a source data and a target data each comprising a plurality of frames for processing by a machine learning module. The method comprises testing the target data to identify if a minimum number of frames exhibit a frame confidence score based on the source data and identifying salient region within the target data and measuring a degree of spatial consistency of the salient region over time.

Abstract: A computing device may implement a method for creating and providing reminders during navigation sessions. The method may include initiating a navigation session for providing a set of navigation instructions to a user from a starting location to a destination location along a route, and receiving, from a user during the navigation session, an input including a request to create a reminder. The method may further include analyzing the input to determine: (i) a content of the reminder, and (ii) a trigger condition for providing the reminder, the trigger condition including a trigger location on the route, and storing the reminder, including the content and the trigger condition. The method may also include, detecting, during a subsequent navigation session, the trigger condition, and, in response to detecting the trigger condition, providing the reminder.

Abstract: An electronic device for receiving and seamlessly providing cybersecurity analyzer updates and concurrent management systems for detecting cybersecurity threats including a processor and a memory communicatively coupled to the processor. The memory stores an analyzer logic to generate a first analyzer configured to receive a suspicious object for threat evaluation, an inspection logic to manage a first queue of suspicious objects for threat evaluation to the first analyzer, and an update logic to receive updated cybersecurity analytics content data. The analyzer logic receives updated cybersecurity analytics content data and can generate a second analyzer that incorporates at least a portion of the parsed updated cybersecurity analytics content data.

Abstract: A core bladder is disclosed. The core bladder a body, a skeletal load-support matrix, and a valve. The body defines a fluid-receiving cavity. The skeletal load-support matrix is disposed within the fluid-receiving cavity. The valve is supported by the body. The valve is configured to permit fluid communication with the fluid-receiving cavity to selectively arrange the body in one of a compact deflated state and an expanded inflated state. An exercise assembly including the core bladder is also disclosed.

Abstract: Disclosed herein are disc filters for dewatering a fiber suspension. According to a first aspect, the disc filter includes a vessel comprising an inlet positioned in a wall of the vessel, the inlet introducing a fiber suspension into the vessel. The disc filter further includes a rotor shaft comprising a shaft axis of rotation positioned in a shaft plane, wherein the shaft plane is a horizontal plane. At least one filter element may be coupled to the rotor shaft. At least one injector may be positioned in the wall of the vessel, the at least one injector introducing a secondary flow of liquid into the vessel. The at least one injector may be located in the wall of the vessel at an injector elevation angle ?I that is greater than ?44 degrees and less than or equal to +22 degrees relative to the shaft plane.

Abstract: High-speed connectors and connector assemblies that include structures for alignment and/or improved thermal performance. In one example, a connector assembly, comprising: a housing comprising a port; a wafer assembly with contacts positioned in the port of the housing, the wafer assembly comprising a row of conductors, the row of conductors comprising a plurality of communication signal conductors and a plurality of ground conductors arranged in the row of conductors, wherein each communication signal conductor is positioned next to a ground conductor among the plurality of ground conductors in the row of conductors; and a ground path assembly comprising the plurality of ground conductors, a conductive ground shield, and a metal ground shield insert that is stitch mated with the conductive ground shield.

Abstract: A method for communicating between a first network and a second network is described. The method includes receiving, by a network device via a persistent control channel established between the network device and a server device connected to a first network, a first message that includes: (1) information indicating a tunneling protocol, and (2) information associated with a first tunneling payload. The persistent control channel is for communicating: (1) messages including control information, and (2) messages including tunneling payloads. The method also includes transmitting, by the network device to an endpoint device connected to a second network, a second message including the information associated with the first tunneling payload.

Abstract: Embodiments of the present disclosure provide for a light emitting apparatus comprising a housing portion that is rotatably coupled to a base portion, wherein the housing portion is adjustable on two axes of rotation. In certain embodiments, the housing portion may be selectively disconnected from the base portion. The light emitting apparatus may comprise at least one LED operably engaged with at least one LED driver and a potentiometer to enable a selectively variable lumen output. In accordance with certain embodiments, the housing portion comprises at least one lens portion configured to enable one or more interchangeable/modifiable beam spread optics.

Abstract: A wellhead assembly includes a wellhead housing, the wellhead housing including a lock screw receptacle. The wellhead assembly includes an outer nested wellhead component positioned within the wellhead housing, the outer nested wellhead component including a lock screw aperture. The wellhead assembly includes an inner nested wellhead component, the inner nested wellhead component including an inner receptacle. The wellhead assembly includes a nested lock screw. The nested lock screw includes an outer sleeve, the outer sleeve having external threads formed on an outer surface thereof, the outer sleeve threadedly coupled to the lock screw receptacle of the wellhead housing. The nested lock screw includes an inner lock screw, the inner lock screw positioned within and threadedly coupled to the outer sleeve, the inner lock screw passing through the lock screw aperture and engaging the inner receptacle.

Abstract: The described features generally relate to improved methods, systems, and devices for techniques for lead information sharing. A device may transmit a first message indicating a person (i.e., a lead) identified by a setting representative. The first message may include one or more scores of the person, the setting representative, or both. The device may receive a second message indicating a request for information of the person. The second message may include a score of a closing representative. The device may identify that the closing representative is selected for sending the information of the person. The device may transmit a third message indicating that the closing representative is selected. The third message may include the information of the person.

Abstract: A valve assembly includes a valve body defining an inner volume, a flow controller positioned within the inner volume, a plug positioned within the inner volume, and a biasing element. The plug is spaced from the flow controller such that an intermediate chamber is defined between the plug and the flow controller. The biasing element is positioned in the intermediate chamber between the plug and the flow controller. The plug is repositionable within the inner volume and, as the plug moves within the inner volume, the plug interacts with the biasing element such that the biasing element provides a biasing force to the flow controller. The flow controller defines a passage having a varying size profile that varies in size based on the biasing force.

Abstract: Microporous battery separator membranes, separators, batteries including such membranes, separators are provided. A battery separator for a secondary or rechargeable lithium battery may have low Electrical resistance of less than 0.95 ohm-cm2. The inventive battery separator membrane may provide a means to achieve an improved level of battery performance in a rechargeable or secondary lithium battery based on a possibly synergistic combination of low Electrical resistance, low Gurley, low tortuosity, and/or a unique trapezoid shaped pore. Certain multilayer embodiments (by way of example only, a trilayer membrane made of two polypropylene layers with a polyethylene layer in between), the inventive microporous membrane or battery separator may have excellent onset and rate of thermal shutdown performance.

Abstract: To determine whether a user is authorized to make a particular audio request during navigation, a client device receives a request for navigation directions from a starting location to a destination location. The client device provides a set of navigation directions for traversing to the destination location along a route. During a navigation session, an audio request related to the route is received from a user. The client device determines an authorization level of the user based on the audio request, and provides a response to the request based on the authorization level of the user.

Abstract: Systems and methods for interactive electronic gaming with collusion detection. A host computer system may initiate an interactive gaming session for an interactive electronic game. Interactions by players may be received by the host computer system via player terminals to control gaming action of an interactive electronic game. Interactive content displayed to the players may be responsively changed according to a state of the game created by gaming action. In response to the gaming action, the interactions received from the player terminals may be evaluated and an occurrence of gaming rule violations may be determined based on a result of the interactions being evaluated. Upon determining an occurrence of a gaming rule violation, the host computer system may initiate actions to bar involved player(s) from participating in the interactive gaming session using respective player terminal(s).

Abstract: A mobile robot and a method for controlling a mobile robot are provided. The method includes: accessing a 3D map representation of an environment including a respective indication of a crosswalk, a waiting area, and a visual traffic indicator; detecting an object located in the waiting area for generating a bounding box of the object; mapping a position of the bounding box to the 3D map representation; determining a visual occlusion zone of the object in the waiting area; determining a reduced waiting area as a difference between the waiting area and the visual occlusion area, and triggering control of the propulsion system for moving the mobile robot to the reduced waiting area.

Abstract: The present disclosure relates to a battery test system for a vehicle that includes a camera configured to capture an image of a vehicle identification number located on the vehicle, the camera being coupled to a processor which determines characters of the vehicle identification number from the image of the camera and correlates the characters of the vehicle identification number to a vehicle identification number database to receive battery parameters for the vehicle, a battery tester that is removably connected to terminals of a battery of the vehicle and configured to receive battery test results, and a display which conveys information relating to the battery parameters and the battery test results.