Abstract: A graphene-based lubricant is provided that includes a graphene-based additive. The graphene-based additive, along with and other optional additives is dispersed in a base liquid. A method of lubrication is also provided that includes the application of the composition to two mating surfaces to form a protective coating between the two mating surfaces.

Abstract: A method for training a super-resolution network may include obtaining a low resolution image; generating, using a first machine learning model, a first high resolution image based on the low resolution image; generating, using a second machine learning model, a second high resolution image based on the first high resolution image and an unpaired dataset of high resolution images; obtaining a training data set using the low resolution image and the second high resolution image; and training the super-resolution network using the training data set.

Abstract: An exemplary elevator governor device includes a sheave that is configured to move responsive to movement of a rope that moves with an elevator car. A stop member selectively moves into an engaged position in which the stop member is positioned to engage a portion of the rope to prevent movement of the rope. The stop member has a generally cylindrical outer surface for engaging the rope.

Abstract: Apparatus and method for determining an extent of vascularization in which a digitaldigitalized representation of blood vessels in a selected area is generated; one or more statistical quantative measures for the blood vessels in the selected area are calculated; and the one or more statistical quantative measures are compared to corresponding statistical standards to determine an extent of vascularization. The statistical quantative measures may include the density of branch points and the density of end points in a skeleton representing the blood vessels and a fractal dimension for the skeleton.

Abstract: An apparatus for fixing the position of a quartz furnace tube in a semiconductor processing furnace is described. The furnace is of the type that has a cylindrical body possessing an open end through which the tube may be withdrawn, and a base postioned on the open end, wherein the tube includes a flange portion secured to the base through which gas may be withdrawn from or introduced into the furnace tube. The tube is coaxially disposed within the furnace body. The apparatus may include two clamp halves each has a half-circular shape for engaging the flange portion of the furnace tube onto the base, and a mounting means for mounting the two clamp halves to the base.

Abstract: Systems and methods using a spectrometer system for real-time automatic evaluation of tissue injury are described. A method of assessing an injury to tissue comprises reflecting an electromagnetic signal from the tissue to produce a reflected electromagnetic signal; producing spectral data pertaining to the intensities of individual wavelengths of the reflected electromagnetic signal; analyzing the spectral data to obtain a set of results; and providing an indication of the nature of the injury to the tissue based upon the set of results.

Abstract: Apparatus for analyzing biological samples includes a unique surface which promotes adhesion, growth and optical analysis of samples. The unique surface is formed at the bottom of each well of a microplate and provides increased surface area with a distribution of features operative also to shape and redirect light used to sense test results. The unique surface may be used in forms such as a monolith, a microplate, a chamber, a flask and others.