{ | |
"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%" | |
} |