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A heat-resistant coating system
In industries requiring high-temperature protection, such as crude oil transportation, pipeline insulation, and exhaust stacks, conventional organic coatings fall short due to their limited heat resistance, degrading above 750 degrees Fahrenheit. This innovation presents a hybrid coating developed by converting an ambient-cured polysiloxane film into...
Published: 11/25/2025   |   Inventor(s): Xiaoning Qi, Joshua Dockter
Keywords(s):  
Category(s): Technologies > Chemistry & Materials
A Machine Learning System for Universal Primer Coating Optimal Formula Prediction
Traditional computer-aided formulation for coatings applies Design of Experiment principles to efficiently sample a broad formula space, but this approach distributes experiments evenly across the entire space. In contrast, the machine learning system predicts and suggests new formulas in unexplored areas, reducing the need for extensive experimentation....
Published: 12/1/2025   |   Inventor(s): Xiaoning Qi
Keywords(s):  
Category(s): Technologies, Technologies > Software & Algorithms