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New robust correlations and mechanistic model of macroscopic fluid dynamic and gas-liquid mass transfer characteristics for randomly packed towers were developed based on first principles, neural network computing and dimensional analysis (artificial neural network and dimensional analysis, ANN-DA). These tools concerned the loading and flooding capacities, the total liquid hold-up, the irrigated...
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