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A framework for data-based turbulent combustion closure: A posteriori validation Ranade R, Echekki T Combustion and Flame, 210, 279, 2019 |
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A framework for data-based turbulent combustion closure: A priori validation Ranade R, Echekki T Combustion and Flame, 206, 490, 2019 |
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Real-time furnace balancing of steam methane reforming furnaces Tran A, Pont M, Crose M, Christofides PD Chemical Engineering Research & Design, 134, 238, 2018 |
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Temperature balancing in steam methane reforming furnace via an integrated CFD/data-based optimization approach Tran A, Aguirre A, Crose M, Durand H, Christofides PD Computers & Chemical Engineering, 104, 185, 2017 |
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Elastic net with Monte Carlo sampling for data-based modeling in biopharmaceutical manufacturing facilities Severson K, VanAntwerp JG, Natarajan V, Antoniou C, Thommes J, Braatz RD Computers & Chemical Engineering, 80, 30, 2015 |
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Active learning strategy for smart soft sensor development under a small number of labeled data samples Ge ZQ Journal of Process Control, 24(9), 1454, 2014 |
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Integrating data-based modeling and nonlinear control tools for batch process control Aumi S, Mhaskar P AIChE Journal, 58(7), 2105, 2012 |
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Trajectory tracking of a batch polymerization reactor based on input-output-linearization of a neural process model Horn J Computers & Chemical Engineering, 25(11-12), 1561, 2001 |