Abstract: The disclosed simulation environment, methods, and system support simultaneous design and analysis of assemblies with unified computer aided design (CAD) and finite element analysis (FEA). The system provides a simulation environment that is unified with the architecture of the assembly environment, which significantly reduces the amount of time it takes to set up structural simulations as compared to prior simulation tools. The system enables CAD designers to obtain accurate mechanical guidance such as strength and rigidity early and often in the design process, seeing the structural impact of CAD modifications at the sketch, part, and configuration level. Such guidance can be particularly helpful when CAD engineers are determining product fit and form, defining dimensions, and shaping the overall weight and volume of designs.

Abstract: A method for mapping cancer includes inputting data elements from medical images, biopsy, and biopsy pathology labels into a machine learning model estimating the likelihood of clinically significant cancer in a patient and outputting, via the machine learning model, an estimate of the clinically significant cancer likelihood at each voxel of a three-dimensional image

Abstract: A deep-learning based method evaluates similarities of entities in decentralized identity graphs. One or more processors represent a first identity profile as a first identity graph and a second identity profile as a second identity graph. The processor(s) compare the first identity graph to the second identity graph, which are decentralized identity graphs from different identity networks, in order to determine a similarity score between the first identity profile and the second identity profile. The processor(s) then implement a security action based on the similarity score.

Abstract: A bioprinter print head including a plurality of fluid dispensing segments arranged with respect to one another to form a three-dimensional lattice structure, each of the plurality of fluid dispensing segments having an inner member and an outer member, the outer member being positioned concentrically outward to the inner member, the inner member having a lumen and a fluid outlet port operable to deliver a biomaterial and the outer member operable to open or close the fluid outlet port. A method of bioprinting a three-dimensional biological structure, the method including simultaneously printing a three-dimensional matrix of biomaterial voxels within a support medium using a bioprinter print head assembly, removing the bioprinter head assembly from the support medium, and removing the support medium to form a self-supporting biological structure.

Abstract: A method, apparatus, and article of manufacture enable the deployment of a network collaboration service. A template package is received on a server, wherein the template package comprises one or more files and configuration data for one or more templates that each comprise functionality provided by the server for the network collaboration service. The one or more files and configuration data are converted from the template package to table data in a set of one or more tables in a database. A request is received from a client for a feature of the network collaboration service. The server then dynamically converts the table data into one or more objects (dynamically and automatically) at runtime. Thereafter, the server utilizes the one or more objects to provide the feature to the client.

Abstract: A method, apparatus, and system provides an integrated viewer with one user interface and one API provides the ability to view, program, redline, and measure DWF and DWG files. In accordance with one or more such embodiments, the present invention provides an intelligent drawing redlining tool for easily and quickly drawing or annotating a drawing. For example, using the tool, a user can click the mouse over the first point of an arc segment. A bulge spacing function may then be utilized to define the length of an arc (also referred to as bulge spacing). In accordance with one or more embodiments of the invention, the bulge spacing function comprises holding down an arc defining key such as the <SHIFT>key while the second point of the arc segment is selected. Thereafter, the bulge spacing of the first arc segment (the distance of the arc between the first and second points) is utilized for the remaining arc segments of the enclosed polyline/path.