BubbleML
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Temperature Field Prediction | BubbleML Subcooled Boiling | MAE (FC72 97°C)0.448 | 4 | |
| Temperature Field Prediction | BubbleML Saturated Boiling | MAE (FC72, 91°C)0.143 | 4 | |
| Flow Field Prediction | BubbleML FB-VelScale | RMSE0.5382 | 3 | |
| Flow Field Prediction | BubbleML PB-Subcooled | RMSE0.3798 | 3 | |
| Flow Field Prediction | BubbleML PB-Gravity | RMSE0.2873 | 3 | |
| Flow Field Prediction | BubbleML FB-Gravity | RMSE0.1869 | 3 |
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