Sketch-based regularization allows in situ training of implicit neural compressors to approximately match offline performance on 2D/3D simulation data at high compression rates.
Mesh-float-zip (mfz): Manifold harmonic bases for unstructured spatial data compression.Applied Mathematics for Modern Challenges, 2(4):465–489
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In Situ Training of Implicit Neural Compressors for Scientific Simulations via Sketch-Based Regularization
Sketch-based regularization allows in situ training of implicit neural compressors to approximately match offline performance on 2D/3D simulation data at high compression rates.