SIREN 4D:Implicit neural representations for unsupervised super-resolution

siren 4d   zeus138 Implicit neural representations can be used to fit noisy 4D velocity fields. SIRENs spectral bias can be leveraged to achieved denoising. Hyperparameter tuning is crucial, especially at high noise levels. SIRENs achieve arbitrary spatiotemporal super-resolution of flow measurements

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