Machine-Learning-Compatible CALPHAD-type Optimization from Phase Equilibria by Auto-differentiation

Wenhao Zhang, Jean-Claude Crivello, Yusuke Matsuoka +2

To accurately determine phase boundaries and phase transitions, thermodynamic models that describe phase free energies often have to be optimized based on experimentally observed p…