Fluid Dynamics Prediction on High-Re Zero-shot from Low-Re
0.0523MAELLM4Fluid
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LLM4FluidEvaluation Protocol=Zero-shot, Transfer Source=Low-Re2026.01 | 0.0523 | 0.0059 | |
| TimeXerEvaluation Protocol=Zero-shot, Transfer Source=Low-Re2026.01 | 0.054 | 0.0063 | |
| TimeKANEvaluation Protocol=Zero-shot, Transfer Source=Low-Re2026.01 | 0.0572 | 0.0074 | |
| Time-LLMEvaluation Protocol=Zero-shot, Transfer Source=Low-Re2026.01 | 0.063 | 0.0084 | |
| GPT4TSEvaluation Protocol=Zero-shot, Transfer Source=Low-Re2026.01 | 0.0796 | 0.0141 | |
| FilterTSEvaluation Protocol=Zero-shot, Transfer Source=Low-Re2026.01 | 0.0848 | 0.0181 | |
| ConvTimeNetEvaluation Protocol=Zero-shot, Transfer Source=Low-Re2026.01 | 0.1003 | 0.0473 | |
| xLSTMEvaluation Protocol=Zero-shot, Transfer Source=Low-Re2026.01 | 0.2155 | 0.0785 | |
| Mamba2Evaluation Protocol=Zero-shot, Transfer Source=Low-Re2026.01 | 0.2158 | 0.0775 |