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Machine Learning System for Optimization of Floating Zone Furnace Melt Geometry

Unmet Need Research and applications in science and engineering depend on a wide range of data. Recent advances in machine learning are particularly promising to provide feedback, optimization and instrument control in real-time during complex experimental processes. Instance segmentation, the process of correctly detecting and accurately identifying...

Published: 7/5/2024 | Inventor(s): David Elbert, Tyrel Mcqueen, William Phelan, Nicholas Carey

Keywords(s):

Category(s): Technology Classifications > Computers, Electronics & Software > Artificial Intelligence, Technology Classifications > Computers, Electronics & Software > Machine Learning

Scalable Process for the Production of SrVO3

Unmet NeedThe application of imaging through different modalities has opened several pathways for analysis and study of different materials. Specifically, many applications of cathodes, such as LaB6 have been used for small spot applications, such as Scanning Electron Microscopy and Tunneling Electron Microscopy for surface analysis and metrology applications....

Published: 7/5/2024 | Inventor(s): William Phelan, Tanya Berry, Mekhola Sinha, Tyrel Mcqueen

Keywords(s):

Category(s): Technology Classifications > Engineering Tech > Materials