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 free energies of phases often have to be optimized based on experimentally observ…