Interatomic Potential Modeling on Ta-V-Cr-W Deformed Structures (Overall) 1.0
1.91Energy RMSE (meV/atom)GM-NN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GM-NNBatch size=502024.05 | 1.91 | 7.25 | — | |
| ICTPsymL=2, Batch size=502024.05 | 2.65 | 51.78 | 36.78 | |
| MTPBatch size=502024.05 | 2.67 | 17.57 | — | |
| ICTPsymV=2, Batch size=502024.05 | 2.85 | 14.97 | 13.15 | |
| ICTPsymL=1, Batch size=502024.05 | 3.01 | 25.09 | 16.93 | |
| ICTPsymL=0, Batch size=502024.05 | 3.1 | 14.59 | 8.48 | |
| MACEL=1, Batch size=502024.05 | 4.01 | 15.37 | 13.87 | |
| MACEL=2, Batch size=502024.05 | 4.03 | 29.48 | 28.82 | |
| MACEL=0, Batch size=502024.05 | 4.29 | 4.43 | 5.91 | |
| EAMBatch size=502024.05 | 101.4 | 0.5 | — |