Abstract: A vehicle seat restraint system includes a control system and a second-row restraint system. The control system receives a first-row seat value and a second-row seat value from seat sensors. The control system generates relative position data for a first-row seat and a second-row seat based upon the first-row seat value and the second-row seat value. The control system selects a load limiter setting value using a multidimensional load limiter model based upon body impact values as a function of load limiter setting values and the relative position data, a selected load limiter setting value outside a value avoidance zone for the body impact values. The second-row restraint system is configured by the control system with the selected load limiter setting value. The control system may also determine an occupant weight value and select the load limiter setting value using the occupant weight value.

Abstract: Systems and methods for training machine models with augmented data. An example method includes identifying a set of images captured by a set of cameras while affixed to one or more image collection systems. For each image in the set of images, a training output for the image is identified. For one or more images in the set of images, an augmented image for a set of augmented images is generated. Generating an augmented image includes modifying the image with an image manipulation function that maintains camera properties of the image. The augmented training image is associated with the training output of the image. A set of parameters of the predictive computer model are trained to predict the training output based on an image training set including the images and the set of augmented images.

Abstract: A vehicle assembly includes a vehicle body including two roof rails spaced from one another. The vehicle assembly further includes a roof panel which is releasably attached to the vehicle body. The roof panel extends from one roof rail to the other roof rail. The roof panel defines a sensor window. An object-detection sensor is aligned with the sensor window.

Abstract: Disclosed herein is a multiplex microarray having serially attached non-functionalized biomolecules attached to a polymer coating covering each electrode of an array of electrodes for assays and a method of making the multiplex microarray. The method comprises serially blocking the electrodes of the microarray with a blocking protein, electropolymerizing pyrrole or a functionalized pyrrole on the electrodes where the biomolecule is not present during polymerization, exposing the microarray to a biomolecular solution containing a non-functionalized biomolecule for attachment to the polymer coating, and then repeating the steps to form the multiplex microarray.

Abstract: An apparatus includes a semiconductor-based substrate with a functional structure that is formed in or on the semiconductor-based substrate. The apparatus includes a frame structure surrounding the functional structure and includes a coating that covers the functional structure and is delimited by the frame structure.

Abstract: The present disclosure is directed toward a workpiece alignment system that includes a fixture configured to receive a workpiece, and multiple sensors disposed at different locations along the fixture. Each of the sensors is configured to detect a force applied to the sensor and to output a signal indicative of the force applied. Based on the signal, the system determined whether a workpiece is aligned on the fixture.

Abstract: A vehicle body includes a floor side panel, a rocker panel, and a reinforcement structure. The floor side panel is secured to the rocker panel. The floor side panel and the rocker panel each extend longitudinally from a front to a rear of the vehicle body and define a cavity therebetween. The reinforcement structure is disposed within the cavity and forms a plurality of longitudinally aligned crush cans. Each crush can extends laterally from the floor side panel to the rocker panel.

Abstract: A vehicle body includes a floor side panel, a rocker panel, and a reinforcement structure. The floor side panel is secured to the rocker panel. The floor side panel and the rocker panel each extend longitudinally from a front to a rear of the vehicle body and define a cavity therebetween. The reinforcement structure is disposed within the cavity and forms a plurality of longitudinally aligned crush cans. Each crush can extends laterally from the floor side panel to the rocker panel.

Abstract: A rocker assembly for a vehicle includes an outer panel and a side sill secured to the outer panel and defining a cavity with the outer panel. The rocker assembly further includes an attachment assembly including a mounting plate secured to the side sill and a mounting guide secured to the mounting plate. The mount guide includes a side rail that extends within the cavity. The rocker assembly further includes an insert pod disposed within the cavity and secured to the attachment assembly. The insert pod includes a plurality of interconnected walls defining a plurality of transversely extending open cells. The insert pod further includes a slot region extending through a side wall and sized to receive a portion of the mounting guide. The insert pod further includes guide channels walls extending from the side wall and defining a guide channel sized to receive the side rail therein.

Abstract: A rocker assembly includes a rocker reinforcement panel attached to a side inner panel to define a cavity and an elongated bar disposed within the cavity. The elongated bar is formed of a polymer resin that includes reinforcement strands of continuous fiber roving that are embedded in the polymer resin and extend along a full length of the bar. The elongated bar has a constant cross-section perpendicular to the length of the bar that may define at least one elongated opening. A method of making a rocker assembly includes pultruding a polymer resin and a continuous fiber roving to form a reinforced elongated bar that is assembled into a cavity defined between the rocker reinforcement panel and the side inner panel.

Abstract: A rocker assembly includes a rocker reinforcement panel attached to a side inner panel to define a cavity and an elongated bar disposed within the cavity. The elongated bar is formed of a polymer resin that includes reinforcement strands of continuous fiber roving that are embedded in the polymer resin and extend along a full length of the bar. The elongated bar has a constant cross-section perpendicular to the length of the bar that may defines at least one elongated opening. A method of making a rocker assembly includes pultruding a polymer resin and a continuous fiber roving to form a reinforced elongated bar that is assembled into a cavity defined between the rocker reinforcement panel and the side inner panel.

Abstract: Presented herein are techniques for orchestrating an update of an on-premises cloud connector from a cloud-based software platform. In particular, a first version of a first cloud connector is running in an active-active configuration across first and second nodes in an on-premises cluster. The first cloud connector is associated with user subscriptions to a first on-premises application and the first cloud connector connects the first on-premises application to a first cloud service hosted at a cloud-based software platform application. The first cloud connector is updated from the first version to a second version on each of the first and second nodes in a sequential manner. The update of the first cloud connector from the first version to the second version is initiated at the cloud-based software platform.

Abstract: A multi-mode cavity filter, including two dielectric resonator bodies, the first incorporating a piece of dielectric material having a shape to support a first resonant mode and a second substantially degenerate resonant mode; the second also including a piece of dielectric material; the piece of dielectric material having a shape to support a first resonant mode; a layer of conductive material in contact with and covering both of the dielectric resonator bodies; an aperture in the layer at the interface of the first and second dielectric resonator bodies, for transferring signals from the second dielectric resonator body to the first, transferring signals from the first dielectric resonator body to the second and/or outputting signals from the first dielectric resonator body, the aperture being arranged for coupling signals to the first and second resonant modes in parallel, and/or coupling signals from the first and second resonant modes in parallel.

Abstract: A method of characterizing the structure of a void sensitized liquid energetic material, which method comprises defining the material in terms distribution function, the distribution function representing the fraction of liquid energetic material that occurs at a given point within the void sensitized liquid energetic material.

Abstract: An explosive composition comprising a liquid energetic material and sensitizing voids, wherein the sensitizing voids are present in the liquid energetic material with a non-random distribution, wherein the liquid energetic material comprises (a) regions in which the sensitizing voids are sufficiently concentrated to render those regions detonable and (b) regions in which the sensitizing voids are not so concentrated and wherein the explosive composition does not contain ammonium nitrate prill.

Abstract: Presented herein are zero-downtime upgrade techniques for cloud connector/extension software components. In particular, an on-premises node that runs a first version of a cloud connector software component, receives a second version of the cloud connector software component from a cloud-based software platform. The second version of the cloud connector software component is installed and initialized at the on-premises node such that the first and second versions of the cloud connector software component run in parallel at the on-premises node. Management of the subscriptions of the on-premises services to the cloud-based software platform is then transferred from the first version of the cloud connector software component to the second version of the cloud connector software component.

Abstract: A running board includes an integral hollow body having a step face and a first sidewall. The integral hollow body is made from a base polymer material with continuous reinforcing fibers running from a first end to a second, opposite end of the first sidewall while the step face is made from unfilled base polymer material. A production method is also disclosed.

Abstract: A method of producing an explosive composition comprising a liquid energetic material and sensitizing voids, the sensitizing voids being present in the liquid energetic material with a non-random distribution, which method comprises: providing a flow of liquid energetic material; and delivering sensitizing voids into the flow of liquid energetic material in a series of pulses to provide regions in the liquid energetic material in which sensitizing voids are sufficiently concentrated to render those regions detonable and regions in the liquid energetic material in which the sensitizing voids are not so concentrated.

Abstract: A multi-mode cavity filter, including at least one dielectric resonator body incorporating a piece of dielectric material having a shape to support first resonant mode and a second substantially degenerate resonant mode; excitation device(s) for at least one of: establishing an electromagnetic field external to, but immediately adjacent to, a face of the dielectric resonator body or for extracting energy from an electromagnetic field located external to, but immediately adjacent to, a face of the dielectric resonator body, a layer of conductive material in contact with and covering the dielectric resonator body on the face of the dielectric resonator body: at least one aperture in the layer of conductive material for inputting signals to the dielectric resonator body and/or outputting signals from the dielectric resonator body, wherein the excitation device is located, in at least two dimensions, at an electrical center of the face of the dielectric resonator body.