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Even state-of-the-art lossy compression can destroy crucial clustering information in particle data, but this post-processing correction technique brings it back from the dead.
Lossy compression that preserves data topology is now 200x faster, thanks to an algorithm that directly enforces topological consistency rather than reconstructing it.
Achieve orders-of-magnitude speedups in topology-aware lossy compression for scientific data with TopoSZp, without sacrificing compression ratios or introducing false positives in critical point detection.