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Learn how to compile thermodynamic databases through this 17-minute lecture that explores the practical applications of thermodynamic assessment outputs and their role in materials science research. Discover the fundamentals of assessment and extrapolation techniques, understand how subsystems function within larger thermodynamic frameworks, and master the principles of database compilation. Examine isostructural phases and their significance in thermodynamic modeling, while addressing critical compatibility issues that arise during database development. Explore unary compatibility challenges and learn to resolve models compatibility problems that can affect database accuracy. Investigate the incorporation of new end members into existing databases and understand the complexities involved in extrapolation processes, including common issues and their solutions.