AI RESEARCH
ANTIC: Adaptive Neural Temporal In-situ Compressor
arXiv CS.LG
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ArXi:2604.09543v1 Announce Type: new The persistent storage requirements for high-resolution, spatiotemporally evolving fields governed by large-scale and high-dimensional partial differential equations (PDEs) have reached the petabyte-to-exabyte scale. Transient simulations modeling Navier-Stokes equations, magnetohydrodynamics, plasma physics, or binary black hole mergers generate data volumes that are prohibitive for modern high-performance computing (HPC) infrastructures. To address this bottleneck, we.