Abstract: Systems, methods, devices, and other techniques using machine learning for interpreting, or assisting in the interpretation of, biologic specimens based on digital images are provided. Methods for improving image-based cellular identification, diagnostic methods, methods for evaluating effectiveness of a disease intervention, and visual outputs useful in assisting professionals in the interpretation of biologic specimens are also provided.

Abstract: A vehicle includes one or more actuatable mudflap portions provided to the vehicle, capable of deployment and retraction to respectively increase and decrease deflection of wheel-spray and receives vehicle sensor information indicating driving conditions. The vehicle examines the sensor information to determine the presence of a first condition predefined as suitable for deployment of at least one of the mudflap portions. Further, the vehicle examines the sensor information to determine that no one or more of second conditions predefined as blocking deployment are met and, responsive to the presence of the first condition and the absence of the second conditions, automatically deploys the at least one mudflap portion.

Abstract: This provides locations for mounting controllers and processing components that effectively employ the roof within a frame covered by a cowling so as to avoid exposure to weather and the environment. The roof is also employed to provide a sensor bar that extends across the vehicle width for a distance that does not interfere with normal vehicle function or generate potential overhangs, which can inadvertently engage objects or vehicles. The bar is sufficient in size and shape so as to allow mounting of a plurality of types of sensors on its top surface and/or recessed within front or rear edges. Such sensors can include visual light cameras for machine vison processes and/or LIDAR of various types and cooperage areas/fields of view—some of which can be recessed within a hollow region of the bar. Additional sensors can be mounted on the truck cab and/or chassis, including visual-light cameras and radars.

Abstract: A system, method, and apparatus are provided to facilitate data structures for a datatype engine and provide inline compaction. The system receives, by a network interface card (NIC), a command to read data from a host memory, wherein the command indicates a datatype. The system generates a plurality of read requests comprising offsets from a base address and corresponding lengths based on the datatype. The system issues the plurality of read requests to the host memory to obtain the data from the host memory. The system obtains a byte-mask descriptor corresponding to the datatype. The system performs, based on the obtained data and the byte-mask descriptor, on-the-fly compaction of the obtained data, thereby allowing the NIC to return a requested subset of the obtained data.

Abstract: A wing lock and deployment apparatus for an air launched vehicle includes a ball screw and driver acted on by a single actuation event. The disclosed wing lock and deployment apparatus is capable of unlocking deployable wings of an air launched vehicle, deploying deployable wings of the air launched vehicle from a stored position, and locking deployable wings of the air launched vehicle in a deployed position in sequential order with the one single actuation event.

Abstract: A drawer includes a drawer base mounted to a housing, a drawer, and a bottom tray. The drawer slides relative to the drawer base and includes a front wall and a receptacle that includes a bottom wall with a front edge and a back edge. The front edge is mounted to the front wall. The bottom wall forms a first funnel that slopes downward from the front edge to the back edge. The bottom tray is mounted to the drawer base below the receptacle not to slide relative to the drawer base. The bottom tray includes a tray wall and a drain aperture wall. The tray wall includes a front edge and a back edge and forms a second funnel that slopes downward from the front edge to the back edge. The drain aperture wall is mounted to the tray wall at a lowest elevation of the second funnel.

Abstract: A wing lock and deployment apparatus for an air launched vehicle includes a ball screw and driver acted on by a single actuation event. The disclosed wing lock and deployment apparatus is capable of unlocking deployable wings of an air launched vehicle, deploying deployable wings of the air launched vehicle from a stored position, and locking deployable wings of the air launched vehicle in a deployed position in sequential order with the one single actuation event.

Abstract: A method and system for remotely monitoring intoxication of a user, comprising: prompting the user to provide a breath sample at a time point; at a breath sample acquisition device, generating a breath sample signal upon reception of the breath sample from the user, and broadcasting a unique signature proximal in time to the time point; using a sensor of a mobile computing device, generating an authentication signal derived from detection of the unique signature; at a processing system in communication with the mobile computing device and the sample acquisition device, receiving the breath sample signal and the authentication signal; generating a verification assessment that validates provision of the breath sample by the user; determining a value of an intoxication metric for the user based upon the breath sample signal; and transforming the verification assessment and the value of the intoxication metric into an analysis of intoxication of the user.

Abstract: A positioning system moves an object in two generally orthogonal directions using a rotationally adjustable bearing system that connects the object to two pairs of non-parallel rails, the bearing system permitting the object to be smoothly translated in one or two directions to a desired position in planar space. This translation is performed smoothly notwithstanding a lack of parallelism between the linear rails.

Abstract: A system and method for implementing and manufacturing a hierarchy system for use with a TMCCC-containing electrically-conductive structure (e.g., an electrode) as well as methods for use and manufacturing of such structures and electrochemical cells including these devices. Structures and methods include a coordination complex having LxMyNzTia1Va2Cra3Mna4Fea5Coa6Nia7Cua8Zna9Caa10Mga11[R(CN)6]b (H2O)c. The method includes binding electrochemically active material to produce a hierarchical structure, the hierarchical structure having a plurality of primary crystallites having a size D1, the plurality of these primary crystallites agglomerated into a set of agglomerates each agglomerate having a size D2>D1.

Abstract: Methods and apparatus to identify loads lost from vehicles are disclosed. An example apparatus to identify a load lost from a vehicle includes at least one memory, machine readable instructions, and processor circuitry to at least one of instantiate or execute the machine readable instructions to determine a first load carried by the vehicle at a first time, determine a second load carried by the vehicle at a second time after the first time, identify a lost load occurrence in response to a load difference between the first load and the second load satisfying a lost load threshold, and generate an alert indicative of the lost load occurrence.

Abstract: An ice maker includes an evaporator body, an end cap, an auger, a bearing, and a bearing cup. The end cap is mounted to the evaporator body and includes a cap bottom wall and a cap sidewall mounted to extend away from the cap bottom wall. The cap sidewall is positioned within the evaporator body. The auger includes an auger body, a connector rod, and a base. A first end of the connector rod is mounted to a first end of the auger body. The base is mounted to extend away from a second end of the auger body. The bearing is mounted to the base of the auger within the cap sidewall. The bearing cup includes an auger mounting shelf wall mounted to the base and a cup sidewall mounted to extend away from the auger mounting shelf wall. The cup sidewall surrounds the bearing and the cap sidewall.

Abstract: Methods, apparatus, systems, and articles of manufacture to determine the load of a vehicle via calibrate a suspension sensor are disclosed herein. An example vehicle described herein includes a force transducer, an actuator coupled to the force transducer, memory including instructions and a processor to execute the instructions to engage the actuator to a bottom surface of a vehicle, apply a first force to the bottom surface via the actuator, determine a first displacement of a first suspension component of the vehicle, and calibrate a first sensor of the vehicle based on the first force and the first displacement.

Abstract: Loss reduction methods are described. A first transmission loss associated with signal transmission through a trace in a first circuit board design is determined. The trace is routed from an integrated circuit disposed on a circuit board to a circuit element disposed on the circuit board. It is determined that the first transmission loss is greater than a threshold transmission loss. The first circuit board design is altered to obtain a second circuit board design. In the second circuit board design, the trace is routed from the integrated circuit to a connector disposed on the circuit board, and the connector is electrically coupled to the circuit element by a cable. A second transmission loss associated with signal transmission between the integrated circuit and the circuit element in the second circuit board design is less than the threshold transmission loss.

Abstract: A circuit system includes a circuit board. An integrated circuit is mounted on the circuit board, the integrated circuit including a plurality of pins. A trace-to-cable connector is mounted on the circuit board, the trace-to-cable connector configured to couple to a first cable of a first cable-type. A cable-to-cable connector is mounted on the circuit board, the cable-to-cable connector configured to couple the first cable to a second cable of a second cable-type. A first plurality of metal traces couple a first subset of the plurality of pins to the trace-to-cable connector.

Abstract: A ride system for an amusement park includes a platform of the ride system that rotates about a guide axis along a direction of travel of the platform. A motion system is included and drives movement of the platform. One or more seats are coupled to the platform, wherein the one or more seats move with the platform and relative to the platform. At least one sensor detects a position of at least one seat of the one or more seats and provides data indicative of the position. A controller receives the data indicative of the position and controls the motion system to rotate the platform about the guide axis based on the data indicative of the position.

Abstract: Tooling for supporting workpieces during a printing operation, comprises a support tower comprising a base and a head, the head being positioned vertically above the base in use, the head being relatively moveable with respect to the base in a horizontal plane in use, the head having first and second support surfaces located at an upper end thereof, each of the first and second support surfaces being adapted to support a respective workpiece thereon, wherein the first support surface is relatively moveable with respect to the second support surface in a vertical direction in use between a printing configuration in which the first and second support surfaces are substantially coplanar in the horizontal plane, and a pre-printing configuration in which the first and second support surfaces are spaced in the vertical direction.

Abstract: A continuous process for low temperature reduction of metal oxides from carbonaceous material, using in situ produced reducing gas. In particular, a method of reducing metal oxide to metal in a continuous process comprising: (a) continuously introducing composite bodies comprising low rank carbonaceous material and metal oxide containing material that are in intimate contact and in a dry mix ratio of from about 1:2 to about 1:10 to an upper region of an upright retort; (b) conveying said bodies from said upper region to a heated lower region of said retort wherein said composite bodies are exposed to increasing temperature of up to about 950° C.

Abstract: A journal of operations persistently stores a collection of user and machine interactions with documents, concepts within documents, and relationships/mentions among such documents and concepts. A knowledge graph or other visual expression can be used to provide an interactive format for user interactions with this information, and to visually display the accumulated information in the journal of operations on user's device of choice. Such accumulations are often called aggregations or aggregates. Both human users and computer users such as automated recommendation engines, machine learning algorithms, and the like can interact with the journal of operations to facilitate computer-assisted discovery and organization of data around a topic of interest to the human user. The resulting journal of operations and aggregations of those operations such as a knowledge graph or other visual expression(s) also provides a useful medium for sharing knowledge with other users and collaborating on investigation of a topic.

Abstract: A system and method for implementing and manufacturing a hierarchy system for use with a TMCCC-containing electrically-conductive structure (e.g., an electrode) as well as methods for use and manufacturing of such structures and electrochemical cells including these devices. Structures and methods include a coordination complex having LxMyNzTia1Va2Cra3Mna4Fea5Coa6Nia7Cua8Zna9Caa10Mga11[R(CN)6]b (H2O)c. The method includes binding electrochemically active material to produce a hierarchical structure, the hierarchical structure having a plurality of primary crystallites having a size D1, the plurality of these primary crystallites agglomerated into a set of agglomerates each agglomerate having a size D2>D1.