Abstract: Embodiments in accordance with the present disclosure are directed to apparatuses used for reaction screening and optimization purposes. An example apparatus includes a plurality of reaction vessels, a dispensing subsystem, at least one reactor module, an analysis subsystem, an automation subsystem, and control circuitry. The dispensing subsystem delivers reagents to the plurality of reaction vessels for a plurality of reaction mixtures having varied reaction conditions. The at least one reactor module drives a plurality of reactions within the plurality of reaction vessels. The analysis subsystem analyzes compositions contained in the plurality of reaction vessels. The automation subsystem selectively moves the plurality of reaction vessels from a location proximal to the dispensing subsystem to the at least one reactor module based on experimental design parameters. And, the control circuitry identifies optimum reaction conditions for a target end product based on the analysis.

Abstract: Retrosynthetic methods are described for determining one or more optimal synthetic routes to generate a target compound.

Abstract: The present invention is directed to a system and method for use in a computing environment to provide object counts by utilizing object images. Objects are detected and images are captured using a programmable array of light sources and photo detectors. The images are compared against known images to ascertain the identity of the objects and subsequently count the objects.

Abstract: The present invention is directed to a system and method for use in a computing environment to provide object counts by utilizing object images. Objects are detected and images are captured using a programmable array of light sources and photo detectors. The images are compared against known images to ascertain the identity of the objects and subsequently count the objects.