Abstract: A knowledge graph that relates experiments, factors, results, and scientists to provide users with new insights and new opportunities for collaboration. This system includes a plurality of representative experiment groups that each include their own context data and result data. The system may accept a new experiment data set comprising new context data and new result data. This new experiment data set may then be compared with the data from the plurality of representative experiment groups to generate similarity scores. These similarity scores may be used to determine what relationships to create between the current data and other pre-existing data. Grouping the new experiment data set may generate connections between related experiments and data, as well as spark collaboration between scientists doing similar experiments.

Abstract: Flexible seals for process control valves are disclosed. An example disclosed seal includes a seal for use with a butterfly valve. The example seal includes a substantially flexible ring-shaped carrier configured to be fixed within the butterfly valve and to surround a flow control aperture therein. Additionally, the seal includes a ring-shaped cartridge coupled to an inner diameter of the ring-shaped carrier. The cartridge includes a first portion and a second portion coupled to the first portion to define a circumferential opening to hold a seal ring.