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| DSSRNN: Decomposition-Enhanced State-Space Recurrent Neural Network for Time-Series Analysis | Dec 1, 2024 | Computational EfficiencyPhysics-informed machine learning | CodeCode Available | 0 |
| Linear Simple Cycle Reservoirs at the edge of stability perform Fourier decomposition of the input driving signals | Nov 30, 2024 | Time Series | CodeCode Available | 0 |
| Fine-Tuning Pre-trained Large Time Series Models for Prediction of Wind Turbine SCADA Data | Nov 30, 2024 | PredictionTime Series | —Unverified | 0 |
| Modelling Networked Dynamical System by Temporal Graph Neural ODE with Irregularly Partial Observed Time-series Data | Nov 29, 2024 | Time Series | —Unverified | 0 |
