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- W2049969462 abstract "In situ adaptive tabulation (ISAT) is applied to dynamic process simulators for reducing computational run-time. Several enhancements of previous approaches are presented here, including a method for estimating the sensitivities using input−output data, along with different strategies for record distribution. A modified version of the original algorithm (mISAT) to improve performance of ISAT is also suggested. Case studies for first-principles and data-driven models using ISAT are performed to generate accurate trajectories, which are essentially the same as those obtained by direct integration. Computational speed-up using ISAT is also shown for these studies." @default.
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- W2049969462 date "2010-03-31" @default.
- W2049969462 modified "2023-10-09" @default.
- W2049969462 title "Faster Dynamic Process Simulation using In Situ Adaptive Tabulation" @default.
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- W2049969462 doi "https://doi.org/10.1021/ie901755f" @default.
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