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Modeling transient mixed flows in sewer systems with data fusion via physics-informed machine learning

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Transitions between free-surface and pressurized flows, known as transient mixed flows, have posed significant challenges in urban drainage systems (UDS), e.g., pipe bursts, road collapses, and geysers. However, traditional mechanistic modeling for mixed flows... ...