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Iterative Polynomial Approximation Adapting to Arbitrary Probability Distribution.

, , and . SIAM J. Numerical Analysis, 53 (3): 1559-1584 (2015)

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Performance Evaluation of Generalized Polynomial Chaos., , , and . International Conference on Computational Science, volume 2660 of Lecture Notes in Computer Science, page 346-354. Springer, (2003)Non intrusive iterative stochastic spectral representation with application to compressible gas dynamics., and . J. Comput. Phys., 231 (9): 3587-3609 (2012)Uncertainty quantification for systems of conservation laws., , and . J. Comput. Phys., 228 (7): 2443-2467 (2009)Observation data compression for variational assimilation of dynamical systems., , and . J. Comput. Sci., (2021)Relative Aortic Blood Pressure Using 4D Flow MRI: Associations with Age and Aortic Tapering., , , , , , , , , and 3 other author(s). CinC, www.cinc.org, (2017)Covariance kernel representations of multidimensional second-order stochastic processes., and . J. Comput. Phys., 217 (1): 82-99 (2006)Understanding the training of PINNs for unsteady flow past a plunging foil through the lens of input subdomain level loss function gradients., , and . CoRR, (2024)Robust Uncertainty Propagation in Systems of Conservation Laws with the Entropy Closure Method., , and . Uncertainty Quantification in Computational Fluid Dynamics, volume 92 of Lecture Notes in Computational Science and Engineering, Springer, (2013)Pressure and Flow Interplay in Aortic Dilation Using 4D Flow Magnetic Resonance Imaging., , , , , , , , , and 3 other author(s). CinC, page 1-4. IEEE, (2019)Simple computational strategies for more effective physics-informed neural networks modeling of turbulent natural convection., , and . J. Comput. Phys., (2022)