Abstract: A high density correlation system can train a machine-learned model to determine one or more phenotypes of a cell and identify compounds corresponding to a user-queried phenotype. The high density correlation system can generate training data using single-cell images and train the machine-learned model using the generated training data. The machine-learned model can determine phenotypes of cells based on images of the cells. The high density correlation system can generate a database that includes phenotype-compound mappings generated based on the outputs of the machine-learned model. After receiving a query that identifies a phenotype, the high density correlation system can generate a result set of the query using the database for display at a graphical user interface (GUI). The result set can identify compounds corresponding to the identified phenotype. Additionally, the displayed compounds can be ordered based on a score for each compound.

Abstract: A tube for winding a web of fabric or similar material may include an inner tube formed by a plurality of inner layers and an outermost layer helically wound around the inner tube and having a plurality of raised gripping portions extending radially outward from a tube outer surface by a raised gripping portion distance. A raised protective strip may be formed at the outermost layer and wrap around the outermost layer so that at least a portion of the raised gripping portions are exposed to an exterior of the tube. The raised protective strip may extend radially outward from the tube outer surface by a protective strip distance.

Abstract: Power supply systems and methods for holographic weapon sights having a power switch that completely cuts off the power supply to eliminate parasitic power drain when an electro-optical sight is not in use to improve battery life.

Abstract: A fuel injector for injecting fuel vapor into a combustion chamber of an internal combustion engine is disclosed. The fuel injector may be configured to reduce production of particulate matter during combustion of fuel. The fuel injector may have a spray nozzle having a tip and a plurality of spray discharge orifices formed on the tip. The plurality of spray discharge orifices being configured to discharge fuel vapor at a flow rate of 750-795 cc/min.

Abstract: A method of modifying a hand-held tool which having a stationary handle actuated by a movable handle connected to a movable tool jaw by a connection linkage, the method including removing the moving handle and the stationary handle. A pneumatic actuator with a piston rod is added. The connection linkage is modified to extend between the piston rod and the movable tool jaw. A trigger is added between the pneumatic actuator and a source of pressurized gas.

Abstract: A method of modifying a hand-held tool which having a stationary handle actuated by a movable handle connected to a movable tool jaw by a connection linkage, the method including removing the moving handle and the stationary handle. A pneumatic actuator with a piston rod is added. The connection linkage is modified to extend between the piston rod and the movable tool jaw. A trigger is added between the pneumatic actuator and a source of pressurized gas.

Abstract: A seat position sensor including a generally u-shaped housing and a cover disposed on the housing for blocking entry contaminants into a shunt opening of the housing. A sensor including mounting wings that flex upon mounting is also provided, as is a sensor including an integral connector, and a two-piece sensor configuration. A PCB including a heat throttle trace and a heat sink region, and a supply voltage circuit for a Hall Effect sensor including a parallel connected varistor are also provided.

Abstract: A thin-walled child-proof container is formed entirely in one piece in a molding process. The container has a self-engaging child-proof safety closure between the container and its cover. The cover is attached to the container by a living hinge. A self-aligning tapered self-sealing lip is provided between the cover and the container. The child-proof safety closure comprises a hook retainer with a V-shaped bottom point or edge attached to the container and a flexible tab with a mating bottom V-shaped hook attached to the cover. The cover further comprises a visual indicator on an outer surface of the cover, adjacent to the tab. The visual indicator indicates a compression point to be contacted to compress the cover and the visual indicator further indicates a direction in which the tab must be moved to release the V-shaped hook of the tab from the V-shaped point of the hook retainer.

Abstract: A seat position sensor including a generally u-shaped housing and a cover disposed on the housing for blocking entry contaminants into a shunt opening of the housing. A sensor including mounting wings that flex upon mounting is also provided, as is a sensor including an integral connector, and a two-piece sensor configuration. A PCB including a heat throttle trace and a heat sink region, and a supply voltage circuit for a Hall Effect sensor including a parallel connected varistor are also provided.

Abstract: An inertial device is provided for location in a road vehicle independently of a seat belt retractor, and is arranged to actuate the locking mechanism of the retractor in response to a predetermined acceleration. The device may be operable in response to application of the vehicle brakes. The device may be associated with more than one seat belt and may be held electrically against a spring bias in the locked position, for release on sensing the predetermined acceleration.