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News/A Geometric Lens on Physics-Aligned Data Compression
arxiv
PublishedJune 3, 2026 at 4:00 AM

A Geometric Lens on Physics-Aligned Data Compression

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arXiv:2606.03279v1 Announce Type: new Abstract: In AI for Science, physics-informed losses are increasingly used to train learned compressors for scientific data, but their rate-distortion implications remain poorly understood. At fixed bitrate, these objectives often improve preservation of a targe

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