Liquid-Liquid Equilibrium fitting on 50 binary liquid-liquid equilibrium (LLE) systems
0.015MAEDISCOMAX
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DISCOMAXAuxiliary Loss=Hessian (H), Batch size=12026.03 | 0.015 | 0.018 | 99.8 | |
| DISCOMAXAuxiliary Loss=Hessian (H) + Gibbs (G), Batch size=12026.03 | 0.019 | 0.024 | 99.7 | |
| DISCOMAXAuxiliary Loss=Gibbs (G), Batch size=12026.03 | 0.028 | 0.045 | 99.1 | |
| DISCOMAXAuxiliary Loss=None, Batch size=12026.03 | 0.036 | 0.055 | 98.6 | |
| SurrogateAuxiliary Loss=Hessian (H) + Gibbs (G), Batch size=12026.03 | 0.101 | 0.09 | 96.2 | |
| SurrogateAuxiliary Loss=Hessian (H), Batch size=12026.03 | 0.104 | 0.099 | 95.4 | |
| SurrogateAuxiliary Loss=Gibbs (G), Batch size=12026.03 | 0.258 | 0.265 | 67.5 | |
| SurrogateAuxiliary Loss=None, Batch size=12026.03 | 0.419 | 0.382 | 32.4 |