| { | |
| "model_type": "physics-informed-agent", | |
| "task": "drilling-optimization", | |
| "description": "DeepBoreAI ML agent for real-time ROP prediction and drilling anomaly detection.", | |
| "library": "deepboreai-sdk", | |
| "input_features": [ | |
| "bit_depth", | |
| "wobs", | |
| "rpm", | |
| "torque", | |
| "flow_rate", | |
| "mud_density", | |
| "annular_pressure" | |
| ], | |
| "output": "predicted_rop", | |
| "precision": ">90%" | |
| } |