Abstract: Systems and methods for providing explainability for processing data through multiple layers are provided. An input layer is configured to receive an evidence data set comprising a plurality of evidence items, apply evidence processing models to the evidence data set to generate evidence understanding data, and generate input-layer explainability data, wherein the input-layer explainability data represents information about the processing of the evidence data set by the input layer. A presentation layer is configured to receive data (the evidence understanding data and/or data generated based on the evidence understanding data), apply one or more presentation generation models to the received data to generate presentation data, and generate presentation-layer explainability data for presentation to the user, wherein the presentation-layer explainability data represents information about the processing of the received data set by the presentation layer.

Abstract: Pre-plating systems and related methods are disclosed. A pre-plating system includes a press, an infeed robot configured to deliver a structural member to the press, and an outfeed robot configured to remove the structural member from the press. The press is configured to secure a plate to the structural member while the structural member is held in position by at least one of the infeed robot or the outfeed robot. A pre-plating system includes a press, a transfer pedestal, a plate picking robot, and a press loading robot. The plate picking robot is configured to pick a plate from a container and position the plate on the transfer pedestal. The press loading robot is configured to transfer the plate to the press. The press is configured to press the plate into a structural member positioned within the press.

Abstract: A magnetoencephalography (MEG) apparatus comprising a helmet shaped and configured to fit a range of human head sizes and/or shapes, the helmet comprising a plurality of openings disposed in predetermined locations around the helmet, each opening being adapted to receive a magnetoencephalography field sensor in an arrangement such that the magnetoencephalography field sensor is moveable in a direction towards or away from a human head inside the helmet

Abstract: A blade positioning system for a work machine is disclosed. The system may have a blade control which has a blade position sensor, and the blade control may adjust a blade of the work machine to a fixed position relative to a wheel. The system may also have a steering control that has a wheel position sensor, and the steering control may steer the work machine. The controller may monitor the blade position sensor and the wheel position sensor to determine a present position of the blade and the wheel prior to the repositioning of the wheel, and adjust the blade position as the wheel is repositioned to maintain the fixed position of the blade relative to the wheel.

Abstract: A method includes impregnating a region of a glass sheet with a filler material in a liquid state. The glass sheet includes a plurality of glass soot particles. The filler material is solidified subsequent to the impregnating step to form a glass/filler composite region of the glass sheet.

Abstract: Described herein is a computer implemented method for managing a repository that includes one or more component packages and a repository configuration file listing repository dependencies. Each component package has a package configuration file listing package dependencies. The method including the steps of: parsing the repository configuration file; aliasing a package dependency listed in the repository configuration file with at least two repository dependency aliases; parsing a package configuration file; and linking each repository dependency alias to a package dependency listed in the package configuration file.

Abstract: A laser scanner determines the direction and distance of one or more targets by emitting two substantially parallel beams and receiving respective return beams. Components for handling the received beams are affixed to a monolithic block to ensure fixed relative placement. The direction of the target is determined using an optical encoder to reduce the timing window for interpolation to a fraction of the time it takes for the scanner to make a full revolution. A detection algorithm adapts detection thresholds for the different signatures of return signals depending on the distance to the target. Distance calculations are also adjusted for thermal expansion of the scanner components by including a temperature-variant thermometer output signal in the distance calculation algorithm. Target location and orientation information is used to adjust the location of ADAS calibration targets and perform the ADAS calibration process.

Abstract: A pile segment for building supports to level foundations, e.g., slabs, has a generally cylindrical body made of concrete, the outer vertical surface of the cylindrical body being comprised of alternating spaced crests and troughs.

Abstract: A method includes impregnating a region of a glass sheet with a filler material in a liquid state. The glass sheet includes a plurality of glass soot particles. The filler material is solidified subsequent to the impregnating step to form a glass/filler composite region of the glass sheet.

Abstract: An apparatus is provided which comprises: a first set of one or more contacts on a first die surface, the first set of one or more contacts to couple with contacts of an integrated circuit die, one or more multi-level voltage clamps coupled with the first set of one or more contacts, the one or more multi-level voltage clamps switchable between two or more voltages, one or more integrated voltage regulators coupled with the one or more multi-level voltage clamps, the one or more integrated voltage regulators to provide an output voltage, one or more through silicon vias (TSVs) coupled with the one or more integrated voltage regulators, and a second set of one or more contacts on a second die surface, opposite the first die surface, the second set of one or more contacts coupled with the one or more TSVs, and the second set of one or more contacts to couple with contacts of a package substrate. Other embodiments are also disclosed and claimed.

Abstract: Described herein is a computer implemented method for generating a webpage. The method comprises creating, by a first application, a first application-specific state store, storing an initial value of a first application-specific field therein, and displaying the initial value in a first user interface element. In addition, the first application creates a field values store to be used by the first application and a second application of the webpage. The first application stores an initial value of a first common field in the field values store. The initial value of the first common field is then displayed by the first application in a second user interface element and by the second application in a third user interface element.

Abstract: A controller for a refrigeration system includes a processing circuit having one or more processors and memory. The processing circuit is configured to calculate a superheat of a gas refrigerant exiting a first side of a subcooler based on a measured temperature and a measured pressure of the gas refrigerant and compare the calculated superheat to a superheat threshold. In response to a determination that the calculated superheat is less than the superheat threshold, the processing circuit closes an expansion valve to restrict a flow of the gas refrigerant through a second side of the subcooler. In response to a determination that the calculated superheat is equal to or greater than the superheat threshold, the processing circuit operates the expansion valve to drive a temperature of a subcooled liquid refrigerant exiting the second side of the subcooler to a subcooled liquid temperature setpoint.

Abstract: In general, techniques are described for automated projection mode for switching glucose levels. A device for assisting in therapy delivery comprising a memory and a processor configured to perform the techniques. The memory may store first projected levels of glucose in a patient over a first time frame. The processor may determine an occurrence of a projection event that alters how projected levels of glucose are to be output, and automatically determine, based on the projection event, a second time frame that differs from the first time frame, The processor may also obtain a current glucose level of the patient, obtain, based on the current glucose level, second projected levels of glucose in the patient over the second time frame, and output the second projected levels of glucose for the second time frame.

Abstract: In general, techniques are described for automatic disablement of alerts for diabetic conditions. A device including a memory and a processor may be configured to perform the techniques. The memory may store alert data. The processor may obtain projected levels of glucose in a patient over a time frame, and determine whether the projected levels of glucose leave a prescribed range. The processor may generate, when the projected levels of glucose in the patient leave the prescribed range during the time frame and based on the alert data, a graphical alert indicating that the projected levels of glucose will leave the prescribed range. The processor may further determine that a maintenance event alters the projected levels of glucose, and disable, without user input and based on the determination that the maintenance event alters the projected levels of glucose, the graphical alert for a temporary period of time.

Abstract: Described herein is a computer implemented method for managing a repository that includes one or more component packages and a repository configuration file listing repository dependencies. Each component package has a package configuration file listing package dependencies. The method including the steps of: parsing the repository configuration file; aliasing a package dependency listed in the repository configuration file with at least two repository dependency aliases; parsing a package configuration file; and linking each repository dependency alias to a package dependency listed in the package configuration file.

Abstract: Embodiments disclosed herein include two stage voltage regulators for electronic systems. In an embodiment, a voltage regulator comprises a switched capacitor voltage regulator (SCVR). In an embodiment, the SCVR receives a first voltage as an input and outputs a plurality of SCVR output voltages. In an embodiment, the voltage regulator further comprises a low-dropout (LDO) regulator. In an embodiment, the LDO regulator receives one or more of the plurality of SCVR output voltages as LDO input voltages, and where the LDO regulator outputs a second voltage.

Abstract: A refrigeration system includes a subcooler configured to provide subcooling for a liquid refrigerant flowing through a first side of the subcooler by transferring heat from the liquid refrigerant to a gas refrigerant flowing through a second side of the subcooler. An expansion valve is located at an inlet of the second side of the subcooler and configured to control a flow of the gas refrigerant through the second side of the subcooler. A gas temperature sensor and a gas pressure sensor are configured to measure a temperature and pressure of the gas refrigerant. A liquid temperature sensor is configured to measure a temperature of the subcooled liquid refrigerant. A controller is configured to calculate a superheat of the gas refrigerant based on the measured temperature and measured pressure of the gas refrigerant and may compare the calculated superheat to a superheat threshold. If the calculated superheat is less than the superheat threshold, the controller may close the expansion valve.

Abstract: Techniques and mechanisms for mitigating damage to voltage regulator (VR) circuitry of a packaged device. In an embodiment, the VR circuitry comprises a circuit leg between a first node and a second node. During a burn-in process, the VR circuitry provides a regulated output voltage to a load circuit via the first node, wherein the output voltage is based on a supply voltage received via the second node. While the VR circuitry provides the regulated output voltage to the load circuit, a supply current is provided to the load circuit via a path which is independent of any leg which is between the first node and the second node. In another embodiment, an integrated circuit (IC) chip of the packaged device comprises the load circuit, and the leg further comprises an off-chip coil structure which is distinct from the IC chip.

Abstract: Systems and methods for the construction of a disinfection and/or sanitizing device that provides for individual users the ability to disinfect utilizing ultraviolet (UV) light. The device is designed to be in the form of a tool that can attach to and be readily carried in conjunction with a smart device such as a smartphone and to utilize the battery of the smart device so that it is unnecessary to obtain separate batteries.

Abstract: Pre-plating systems and related methods are disclosed. A pre-plating system includes a press, an infeed robot configured to deliver a structural member to the press, and an outfeed robot configured to remove the structural member from the press. The press is configured to secure a plate to the structural member while the structural member is held in position by at least one of the infeed robot or the outfeed robot. A pre-plating system includes a press, a transfer pedestal, a plate picking robot, and a press loading robot. The plate picking robot is configured to pick a plate from a container and position the plate on the transfer pedestal. The press loading robot is configured to transfer the plate to the press. The press is configured to press the plate into a structural member positioned within the press.