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Percolator may refer to:
A stovetop or electric coffee maker that circulates hot water through ground coffee and a tube or chamber.
The general cooking utensil/device category used for percolating liquids (commonly coffee) via repeated cycling of liquid through a filter.
A bioinformatics tool used to improve peptide-spectrum match scoring in mass spectrometry by learning from target/decoy data.