| { | |
| "dataset_directory": "output/ai/slab_hybrid_dataset_benchmark", | |
| "experiment_directory": "output/ai/slab_hybrid_enhanced_benchmark", | |
| "seed": 7, | |
| "overwrite_output": true, | |
| "model": { | |
| "latent_dim": 48, | |
| "encoder_hidden_sizes": [64, 64], | |
| "scalar_hidden_sizes": [64, 32], | |
| "field_hidden_sizes": [96, 96], | |
| "activation": "relu", | |
| "dropout": 0.0, | |
| "use_wave_features": true | |
| }, | |
| "training": { | |
| "epochs": 120, | |
| "batch_size": 16, | |
| "learning_rate": 0.001, | |
| "weight_decay": 1e-06, | |
| "device": "cpu", | |
| "early_stopping_patience": 25 | |
| }, | |
| "losses": { | |
| "scalar_weight": 1.0, | |
| "field_weight": 1.0, | |
| "residual_loss_weight": 0.05, | |
| "boundary_loss_weight": 0.01, | |
| "source_loss_weight": 0.05 | |
| }, | |
| "physics_regions": { | |
| "boundary_region_width": 4, | |
| "source_region_index": 10 | |
| } | |
| } | |