{ "model_type": "PINNShallowWater", "framework": "PyTorch", "architectures": ["PINNShallowWater"], "model_file": "model/PINNShallowWater.py", "config_file": "config/config.yaml", "checkpoint_file": "weight/best_model.pth", "input_variables": ["x", "y", "t"], "output_variables": ["h", "u", "v"], "experiment": "dCDB9", "paper": "https://arxiv.org/pdf/2501.11372" }