Neural Residual Modeling for Scientific Data Compression under Guaranteed Error Bounds

Surya Majumder, Liangji Zhu, Sanjay Ranka +1

Lossy compression of scientific simulation data increasingly relies on learned, latent-space architectures such as Residual Vector Quantization (RVQ), which iteratively quantize a…