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2024. A Surrogate Reduced Order Model of the Unsteady Advection Dominant Problems Based on Combination of Deep Autoencoders-LSTM and POD. Advances in Applied Mathematics and Mechanics. 16, 6 (Nov. 2024), 1410–1450. DOI:https://doi.org/10.4208/aamm.OA-2022-0163.