Abstract: Methods and systems for additive manufacturing are provided. An exemplary method includes calculating a slice area distribution of a desired 3D design including slice areas of slices of the desired design, wherein the slices have an initial slice area differential. The method further includes obtaining a slice area distribution of a sacrificial 3D design comprising slice areas of slices of the sacrificial design. The method includes planning a 3D layout of the desired and sacrificial design, wherein at each respective parallel plane in the layout a total slice area includes a respective slice area of the desired design and a respective slice area of the sacrificial design, and wherein the layout has a total slice area differential that is less than the initial slice area differential. Also, the method includes generating instructions for printing slices of the desired design and the sacrificial design according to the layout.

Abstract: Systems and methods for retrofitting a light detection and ranging (LIDAR)-based vehicle computing system to operate with vision-based sensor data are provided. For example, a method implemented by a vehicle may include receiving, from one or more sensors of a first sensing modality at the vehicle, first sensor data associated with a surrounding environment of the vehicle; and retrofitting a vehicle controller of the vehicle that is based on a second sensing modality different from the first sensing modality to operate on the first sensor data, where the retrofitting includes generating second sensor data from the first sensor data based on the second sensing modality; and determining, by the vehicle controller, an action for the vehicle based at least in part on the generated second sensor data.

Abstract: Aspects of the disclosure include hybrid thermal management systems configured to control an operating temperature of a liquid crystal on silicon (LCoS) based head-up display (HUD) unit. An exemplary thermal management system can include a liquid crystal on silicon layer and a phase change material on a surface of the liquid crystal on silicon layer. A thermoelectric device is positioned in direct contact with the phase change material and a heat sink is positioned on a surface of the thermoelectric device. The thermal management system can further include a controller configured to adjust a thermoelectric device current of the thermoelectric device responsive to a temperature of the liquid crystal on silicon layer.

Abstract: A depth imaging system in a vehicle includes a lens that includes a polarization-coded aperture. The polarization-coded aperture includes a perpendicular polarization portion to pass incident light entering the perpendicular polarization portion of the polarization-coded aperture as perpendicularly polarized light. The polarization-coded aperture also includes a parallel polarization portion to pass the incident light entering the parallel polarization portion of the polarization-coded aperture as parallel polarized light. An image sensor provides a perpendicularly polarized image based on the perpendicularly polarized light and a parallel polarized image based on the parallel polarized light. A controller processes the perpendicularly polarized image and the parallel polarized image to identify one or more objects in a field of view of the depth imaging system and to determine a range to each of the one or more objects.

Abstract: A head-up display system of a vehicle visually transmits information to eyes of an occupant. The head-up display system comprises an illumination device configured to emit a display light and a windshield spaced from the illumination device and extending transverse to the display light. The head-up display system comprises a holographic panel coupled to and extending with the windshield and arranged to diffract the display light toward the eyes of the occupant. The display light emits toward the holographic panel in an entrance direction at an entrance angle relative to an axis normal to the holographic panel and diffracts away from the holographic panel in an exit direction at an exit angle relative to the axis, which is different than the entrance angle.

Abstract: Systems and methods for augmented in-vehicle experiences. In particular, systems and methods for an immersive in-vehicle experience are provided, with customizable virtual and augmented reality options. Systems and techniques are provided for vehicles to perform real-time detection and augmentation of the real world environment, including tracked objects and buildings in the real world environment. The vehicles use intelligently matched vehicle sensor data, map data, and other source data for detection and augmentation of the environment. In some examples, procedurally generated three-dimensional (3D) environments are provided, which are based on a current ride route and surrounding real world environment.

Abstract: Systems and methods for targeted advertisements displayed on a vehicle. A dynamic advertising platform leverages various ridehail service modalities to present targeted advertisements to users and bystanders. The modalities can include ridehail applications, external vehicle screens, interior vehicle screens, and other in-car experience formats. The targeted advertisements can be selected based on various factors, which can be personalized based on the user as well as based on the advertising business's preferences.

Abstract: A system for providing weather conditions to a target vehicle includes a plurality of sensors mounted within the target vehicle adapted to measure weather conditions at the target vehicle and a computer processor adapted to collect data of weather conditions at the target vehicle from the plurality of sensors mounted within the target vehicle, collect data of measured weather conditions of at least one known location remote from the target vehicle, and build a temporal-spatial effectiveness model adapted to estimate weather conditions of at least one unknown location remote from the target vehicle using the data of weather conditions at the target vehicle and the data of measured weather conditions of the at least one known location remote from the target vehicle.

Abstract: Embodiments may relate to a graphical user interface (GUI). The GUI may include a first portion that displays an image related to images of a location. The GUI may also include a second portion that displays an image related to detection and ranging information of the location. The two images may be linked such that an interaction with an object in one portion of the GUI causes changes in the other portion of the GUI. Other embodiments may be described or claimed.

Abstract: A method of eliminating microstructure inheritance of hypereutectic aluminum-silicon alloys. The method includes heating a first amount of the Al—Si alloy to a predetermined temperature above a liquidus temperature of the Al—Si alloy to form a first amount melt; holding the first amount melt at the predetermined temperature for a predetermined amount of time; stirring the first amount melt during the predetermined amount of time; heating a second amount of the Al—Si alloy above the liquidus temperature of the Al—Si alloy to form a second amount melt; and mixing the first amount melt and the second amount melt to form a processed Al—Si casting alloy. The predetermined temperature is between about 750° C. to 850° C. The predetermined amount of time is between 0.1 hour to 0.5 hour. The processed Al—Si casting alloy contains about 30 wt % to about 40 wt % of the first amount of the Al—Si alloy.

Abstract: A system for communicating vehicle-specific features to one or more personal electronic devices includes one or more controllers in wireless communication with a centralized computer system including one or more database for storing the vehicle-specific features. The one or more controllers execute instructions to undergo a passive wireless interaction with the one or more personal electronic devices. The passive wireless interaction involves determining the one or more personal electronic devices are located within a predefined proximity around a vehicle without human interaction. In response to undergoing the passive wireless interaction, the one or more controllers transmit one or more vehicle-specific features to the one or more personal electronic devices, where the one or more vehicle-specific features are unique to the vehicle.

Abstract: A vehicle control system for automated driver-assistance includes a model-based controller that generates a first control signal to alter an operation of a plurality of actuators of a vehicle based on a reference trajectory for the vehicle, and a present state of the vehicle and actuators. The vehicle control system further includes a neural network controller that generates a second control signal to alter the operation of the actuators of the vehicle based on a reference trajectory for the vehicle, and the present state of the vehicle and actuators. The vehicle control system further includes a combination module that combines the first control signal and the second control signal to operate the actuators based on a combined signal.

Abstract: A die of a stamping press is described and includes: an upper portion including one or more first features; a lower portion including one or more second features that are complementary to the first features and apertures at locations, respectively, that extend through the lower portion; and optical sensors that are disposed within the apertures, respectively, of the lower portion and that are configured to measure directions of movement and distances of movement inward of outer edges of a substrate at the locations, respectively, during stamping of the substrate.

Abstract: A battery assessment station for an electric vehicle (EV) battery includes an impedance spectroscopy device that applies an electrical signal at a set of frequencies and measures the impedance response of the battery. A battery analyzer determines a battery parameter, such as remaining useful life or state-of-health, based on the impedance response. A fleet management system manages a fleet of EVs according to their determined battery parameters. For example, the fleet management system applies operational rules regarding the use or charging of the EVs in order to respond to battery degradation and improve battery life.

Abstract: An electrochemical device according to various aspects of the present disclosure includes an electrochemical cell and an inductor coil. The electrochemical cell includes a current collector. The current collector includes an electrically-conductive material. The inductor coil is configured to generate a magnetic field. The magnetic field is configured to induce an eddy current in the current collector to generate heat in the current collector. In various aspects, the present disclosure also provides a method of internally heating an electrochemical cell. In various aspects, the present disclosure also provides a method of controlling heating of an electrochemical cell.

Abstract: In various embodiments, methods, systems, and vehicle apparatuses are provided. A method for implementing adaptive cruise control (ACC) established by Reinforcement Learning (RL) including executing, by a processor, adaptive cruise control to receive a set of vehicle inputs about a host vehicle's operating environment and current operations; identify, by the processor, a target vehicle operating in the host vehicle environment and quantifying a set of target vehicle parameters about the target vehicle derived from sensed inputs; modeling a state estimation of the host vehicle and the target vehicle by generating a set of speed and torque calculations about each vehicle; generating a set of results from at least one reward function based on one or more modeled state estimations of the host and target vehicle; processing the set of results with driver behavior data established by RL to correlate one or more control actions to the driver behavior data.

Abstract: Systems and methods for generating images from an autonomous vehicle ride. Systems and methods are provided for determining whether a vehicle route passes a photogenic location and, if so, capturing an image at the photogenic location. The user can be provided with an option to take a detour to a nearby photogenic location. Additionally, a route can be selected based on one or more photogenic locations along the route. Captured images are provided to the user.

Abstract: There is disclosed herein examples of a securement structure for a delivery container in a vehicle, the securement structure comprising a frame removably attached to a chassis of the vehicle, and the frame supports the delivery container securely when the vehicle is in motion. In some embodiments, the frame comprises tubes in a shape that conforms to a space corresponding to a rear-seat of the vehicle, the frame comprising a front frame, a base frame, and a back frame.