Schematic diagram of the workflow from EKF-based prediction to DFT validation and experimental discovery. (IMAGE)

Tsinghua University Press

Schematic diagram of the workflow from EKF-based prediction to DFT validation and experimental discovery.

Caption

In the experiment, two novel high-entropy rare earth disilicates with excellent resistance to CMAS corrosion are synthesized. The influence mechanism of chemical composition and temperature on their properties is revealed, and the corrosion life is predicted using an extended Kalman filter algorithm based on a physical model.

Credit

Journal of Advanced Ceramics, Tsinghua University Press

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