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Physics-informed genetic programming for discovery of partial differential equations from scarce and noisy data

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A novel framework is proposed that utilizes symbolic regression via genetic programming to identify free-form partial differential equations from scarce and noisy data. The framework successfully identified ground truth models for four synthetic systems (an is... ...