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12/05/2020
Data-based Discovery of Governing Equations
Most common mechanistic models are traditionally presented in mathematic...
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08/14/2020
Data-Informed Decomposition for Localized Uncertainty Quantification of Dynamical Systems
Industrial dynamical systems often exhibit multi-scale response due to m...
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03/26/2020
Advances in Bayesian Probabilistic Modeling for Industrial Applications
Industrial applications frequently pose a notorious challenge for state-...
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09/27/2019
Data-driven discovery of free-form governing differential equations
We present a method of discovering governing differential equations from...
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07/26/2019
