固态储氢合金材料正/逆双向设计平台
Target | Properties | Feature Number | MAE | RMSE | MAPE | R² |
---|---|---|---|---|---|---|
Absorption | ln(Peq)/MPa | 132 | 0.286 | 0.676 | 26.02% | 0.940 |
ΔH/kJ·mol⁻¹ | 132 | 0.844 | 1.735 | 3.16% | 0.993 | |
ΔS/J·mol⁻¹·K⁻¹ | 132 | 3.168 | 7.128 | 3.88% | 0.939 | |
Capacity/wt% | 132 | 0.100 | 0.181 | 5.15% | 0.984 | |
Desorption | ln(Peq)/MPa | 132 | 0.310 | 1.192 | 25.80% | 0.895 |
ΔH/kJ·mol⁻¹ | 132 | 0.832 | 2.628 | 2.15% | 0.983 | |
ΔS/J·mol⁻¹·K⁻¹ | 132 | 3.104 | 8.626 | 3.19% | 0.890 | |
Capacity/wt% | 132 | 0.092 | 0.178 | 5.11% | 0.984 |