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High-quality activated carbon with a surface area of 1025 m²/g and a yield of 44.5% can be sustainably synthesized from invasive water hyacinth using a one-step H3PO4 activation process, with PSO-ANN providing the most accurate predictive modeling for optimization. Novelty: ClaimNovelty.INCREMENTAL. Consensus alignment: ConsensusAlignment.NEUTRAL.

Sustainable synthesis of activated carbon from water hyacinth via one-step carbonization-H3PO4 activation: Optimization and modeling via RSM-artificial intelligence approach

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