config.json
| 1 | { |
| 2 | "input_dim": 3, |
| 3 | "hidden_dims": [ |
| 4 | 64, |
| 5 | 128, |
| 6 | 128, |
| 7 | 64 |
| 8 | ], |
| 9 | "output_dim": 6, |
| 10 | "dropout": 0.1, |
| 11 | "learning_rate": 0.001, |
| 12 | "weight_decay": 0.0001, |
| 13 | "epochs": 2000, |
| 14 | "batch_size": 64, |
| 15 | "physics_lambda": 0.01, |
| 16 | "scheduler_patience": 100, |
| 17 | "scheduler_factor": 0.5, |
| 18 | "input_features": [ |
| 19 | "Ha", |
| 20 | "phi", |
| 21 | "u_in" |
| 22 | ], |
| 23 | "output_features": [ |
| 24 | "T_max", |
| 25 | "Nu", |
| 26 | "S_gen", |
| 27 | "delta_T", |
| 28 | "BL_suppression", |
| 29 | "k_ratio" |
| 30 | ], |
| 31 | "input_ranges": { |
| 32 | "Ha": [ |
| 33 | 0, |
| 34 | 60 |
| 35 | ], |
| 36 | "phi": [ |
| 37 | 0.01, |
| 38 | 0.05 |
| 39 | ], |
| 40 | "u_in": [ |
| 41 | 0.05, |
| 42 | 0.3 |
| 43 | ] |
| 44 | } |
| 45 | } |