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Harnessing implicit neural representations for scientific data compression

Nature Machine Intelligence, Published online: 24 August 2026; doi:10.1038/s42256-026-01290-0 Implicit neural representations can turn massive scientific measurements into compact functions. A hierarchical approach now helps these representations preserve richer fine-scale detail.

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