Electrolytomics predictor
Models from Kumar et al., Chem. Mater. 2025.
About the models
| Property | Model | Held-out test |
|---|---|---|
| Oxidation potential | Chemprop, 15 models | — |
| Oxidation potential (cross-check) | LightGBM, 5 folds | — |
| Ionic conductivity | Chemprop, 15 models | — |
| Ionic conductivity (cross-check) | LightGBM, 5 folds | — |
| Coulombic efficiency | PLSR, 5 folds | — |
± is the spread across ensemble members, not a calibrated uncertainty.