Abstract: An aircraft management system and method includes a flight plan diversion prediction system including a rerouting control unit that is configured to generate one or more reroute options for an aircraft based on an analysis of a current position of the aircraft, a predicted future position of the aircraft, a current position of an in-flight hazard, and a predicted future position of the in-flight hazard.

Abstract: A vehicle dashboard assembly includes a dashboard panel, a display support, a display and a display cover. The dashboard panel has a display receiving space. The display support is coupled to the dashboard panel. The display is removably and reinstallably attached to the display support. The display cover is movably coupled relative to the dashboard panel between a closed position and an open position. The display cover includes a first cover portion for covering a front side of the display and a second cover portion for covering one edge of the display. The first cover portion surrounds a screen of the display while in the closed position to define a display opening for viewing the screen. The first and second cover portions are movable as a unit between the closed and open positions.

Abstract: While performing a tomosynthesis procedure, the breast of a patient is compressed between two compression elements to create an imaging condition. Foam is secured to the rigid substrate of a one of the compression elements. The patient's chest wall is aligned with the leading edge surface of the foam. The inner side of the breast is disposed proximate the lateral edge surface of the foam and the outer side of the breast is disposed proximate the outer lateral edge surface of the foam. A mid-plane is disposed between the inner and outer lateral edge surfaces of the foam. An interface connects a leading edge surface of the foam and compressive surfaces. A portion of the leading edge surface which is aligned with the mid-plane is incompletely compressed.

Abstract: A modular thin film deposition system, includes a machine base, a deposition head for depositing a thin film of material onto a process surface of a substrate, a motion actuator including a fixed portion and a moveable portion, and one or more interchangeable substrate positioner modules adapted to mount on the moveable portion of the motion actuator. The interchangeable substrate positioner modules include kinematic mounting features that engage with corresponding kinematic mounting features on the moveable portion of the motion actuator. The motion actuator moves the interchangeable substrate positioner in a motion direction, thereby moving the substrate in an in-track direction in a plane parallel to the output face of the deposition head during deposition of the thin film of material onto the process surface of the substrate.

Abstract: Methods and systems for imaging anatomical portions of a patient. A method includes moving a radiation source and a detector at least partially around a longitudinal axis of the patient, emitting radiation at a first energy level at a first angle around a longitudinal axis of the patient, wherein the first energy level is a predetermined energy level for a first anatomical target, detecting the radiation emitted at the first energy level, emitting radiation at a second energy level at second angle around the longitudinal axis of the patient, wherein the second energy level is a predetermined energy level for a second anatomical target; and detecting the radiation emitted at the second energy level. The method may be performed with a standing CT machine.

Abstract: An aircraft and method for controlling a following aircraft in reference to a target aircraft including receiving, in a flight management system of the following aircraft, information related to the target aircraft, setting a required time of arrival at an achieve-by-point abeam of the target aircraft target reference point, and after the achieve-by-point is reached, flying the following aircraft to maintain a fixed separation until a defined termination point has been reached.

Abstract: Clamping assemblies for sealing an annular chamber and reaction chamber of a reactor system are disclosed. The clamping assemblies may include actuators that are symmetrically arranged in two or more independently controllable groups of actuators.

Abstract: A data communications system is disclosed for a vehicle having an exterior surface and an interior space, the data communications system including a support frame positionable within the interior space of the vehicle. A case is movable between an open and a closed position and includes a mounting system, the case mountable to the exterior surface of the vehicle via the mounting system. The system includes a power supply and a router device communicated with the power supply, one or more of the power supply and the router device mounted to the support frame. An antenna array is mounted within the case, the antenna array communicated with the router device, the antenna array including at least two cellular antennas.

Abstract: A data communications backpack apparatus is disclosed having a backpack carrier. A power supply can be positioned in the backpack carrier. A router device can be positioned in the backpack carrier, the router device in electrical communication with the power supply. An antenna array can be positioned in the backpack carrier, the antenna array in electrical communication with the router device, the antenna array including one or more cellular antennas and one or more wireless networking antennas. The backpack carrier can include an upper opening extending into a central storage area, a first side pocket, a second side pocket, and a lower compartment positioned below the central storage area. The power supply can be positioned in the first side pocket, the router device can be positioned in the second side pocket, and the antenna array can be positioned in the lower compartment.

Abstract: A data communications apparatus is disclosed for providing a data communications network. The apparatus includes a portable carrying case. A power supply is securable inside the case. A router device is securable inside the case, the router device including at least one cellular gateway for wide area network communication and configured to enable at least one wireless network for local area network communication. An antenna array is in electrical communication with the router device, the antenna array including at least a first pair of cellular antennas, at least two wireless networking antennas, and a satellite antenna. The first pair of cellular antennas are configured to support multiple input multiple output applications for the at least one cellular gateway, and the at least two wireless networking antennas are configured to support multiple input multiple output applications for the at least one wireless network.

Abstract: The present invention relates to a flow-through device comprising at least one separation column wherein a first packing component, which comprises particles of alumina and/or silica, and a second packing component, which comprises a powder of one or more hygroscopic salts are provided. The two packing components may be blended or layered in the device, which may comprise a single tube or a plurality of tubes arranged in a plate format, such as the wells of a multiwall plate or tubes in a rack. In addition, the invention relates to a method for removing one or more matrix components, such as pigments, from a biological sample, by passing said sample across a first packing component, which comprises particles of alumina and/or silica, and a second packing component, which comprises a powder of one or more hygroscopic salts.

Abstract: In one embodiment, a method includes generating a first query requesting a data structure of a specific data type, retrieving the data structure of the specific data type from one or more hierarchical graphs using the first query, retrieving one or more data items from the hierarchical graphs using the data structure, and validating the retrieved data items by determining whether the data structure corresponds to the retrieved data items.

Abstract: A data communications backpack apparatus is disclosed having a backpack carrier. A power supply can be positioned in the backpack carrier. A router device can be positioned in the backpack carrier, the router device in electrical communication with the power supply. An antenna array can be positioned in the backpack carrier, the antenna array in electrical communication with the router device, the antenna array including one or more cellular antennas and one or more wireless networking antennas. The backpack carrier can include an upper opening extending into a central storage area, a first side pocket, a second side pocket, and a lower compartment positioned below the central storage area. The power supply can be positioned in the first side pocket, the router device can be positioned in the second side pocket, and the antenna array can be positioned in the lower compartment.

Abstract: A data communications apparatus including a case. A power supply is secured inside the case. A router device is secured inside the case, the router device selectively receiving power from the power supply. The router device includes at least one cellular gateway for wide area network communication as well as being configured to enable at least one wireless network for local area network communication. An antenna array is in electrical communication with the router device, the antenna array including at least two cellular antennas and at least one wireless networking antenna. The first pair of cellular antennas are configured to support multiple input multiple output applications for the at least one cellular gateway.

Abstract: An aircraft management system and method includes a flight plan diversion prediction system including a rerouting control unit that is configured to generate one or more reroute options for an aircraft based on an analysis of a current position of the aircraft, a predicted future position of the aircraft, a current position of an in-flight hazard, and a predicted future position of the in-flight hazard.

Abstract: Techniques are disclosed for facilitating the tuning of hyperparameter values during the development of machine learning (ML) models using visual analytics in a data science platform. In an example embodiment, a computer-implemented data science platform is configured to generate, and display to a user, interactive visualizations that dynamically change in response to user interaction. Using the introduced technique, a user can, for example, 1) tune hyperparameters through an iterative process using visual analytics to gain and use insights into how certain hyperparameters affect model performance and convergence, 2) leverage automation and recommendations along this process to optimize the tuning given available resources, 3) collaborate with peers, and 4) view costs associated with executing experiments during the tuning process.

Abstract: A data communications apparatus is disclosed for providing a data communications network. The apparatus includes a portable carrying case. A power supply is securable inside the case. A router device is securable inside the case, the router device including at least one cellular gateway for wide area network communication and configured to enable at least one wireless network for local area network communication. An antenna array is in electrical communication with the router device, the antenna array including at least a first pair of cellular antennas, at least two wireless networking antennas, and a satellite antenna. The first pair of cellular antennas are configured to support multiple input multiple output applications for the at least one cellular gateway, and the at least two wireless networking antennas are configured to support multiple input multiple output applications for the at least one wireless network.

Abstract: A vehicle includes an engine, an input device for controlling a speed of the engine, a seat for an occupant of the vehicle, a seat belt for securing the occupant in the seat, and a seat belt sensor for detecting when the seat belt is buckled. A controller may be operatively connected to the seat belt sensor and the engine for controlling the vehicle in a first mode when the seat belt is buckled and a second mode when the seat belt is unbuckled. The controller may perform various different functions, such as cutting fuel to the engine when the vehicle speed is equal to or greater than a predetermined threshold while operating in the second mode, or receiving input indicating that the input device is released before switching the vehicle to the first mode when the seat belt is buckled while the vehicle is operating in the second mode.

Abstract: A data communications system is disclosed for a vehicle having an exterior surface and an interior space, the data communications system including a support frame positionable within the interior space of the vehicle. A case is movable between an open and a closed position and includes a mounting system, the case mountable to the exterior surface of the vehicle via the mounting system. The system includes a power supply and a router device communicated with the power supply, one or more of the power supply and the router device mounted to the support frame. An antenna array is mounted within the case, the antenna array communicated with the router device, the antenna array including at least two cellular antennas.