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Lossy Compression Conserving the Physics
A closed-form layer for lossy scientific compression.
A codec-agnostic, closed-form layer that gives ZFP and other lossy scientific compressors exact conservation of a global invariant — at near-zero ratio overhead. - alikamp/conserved-field-compression
Instead of modifying the compressor, I built a closed-form conservation layer that can sit on top of it.
With ZFP, early tests reduced global energy drift by ~4–6 orders of magnitude while keeping the compression ratio essentially unchanged.
The whole thing is open source. If you work with CFD, cosmology, turbulence, or large scientific datasets, I'd genuinely love to see what happens when you throw your own data at it.
Repo: https://github.com/alikamp/conse...
Try it, break it, benchmark it. 🚀
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About Lossy Compression Conserving the Physics on Product Hunt
“A closed-form layer for lossy scientific compression.”
Lossy Compression Conserving the Physics was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #150 on the daily leaderboard. A codec-agnostic, closed-form layer that gives ZFP and other lossy scientific compressors exact conservation of a global invariant — at near-zero ratio overhead. - alikamp/conserved-field-compression
Lossy Compression Conserving the Physics was featured in Open Source (68.9k followers), Developer Tools (519.8k followers), GitHub (41.4k followers) and Data Science (3.9k followers) on Product Hunt. Together, these topics include over 130.6k products, making this a competitive space to launch in.
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