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Fig. 4.

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Overview of SolarZip framework. The system consists of three stages: preprocessing, compression, and analysis. The core algorithmic innovation lies in the strategy controller, which can automatically tune and select the optimal compression strategy. The subsequent two stages of comprehensive analysis ensure that the decompressed data remain suitable for scientific purposes.

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