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Uncertainty quantification using Bayesian arbitrary polynomial chaos for computationally demanding environmental modelling: conventional, sparse and adaptive strategy

S. Oladyshkin, F. Beckers, I. Kroeker, F. Mohammadi, A. Heredia, M. Noack, B. Flemisch, S. Wieprecht, and W. Nowak. Computational Methods in Water Resources (CMWR), (2020)

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A. Laukemann

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Uncertainty quantification using Bayesian arbitrary polynomial chaos for computationally demanding environmental modelling: conventional, sparse and adaptive strategyS. Oladyshkin, F. Beckers, I. Kroeker, F. Mohammadi, A. Heredia, M. Noack, B. Flemisch, S. Wieprecht, and W. Nowak. Computational Methods in Water Resources (CMWR), (2020)Piecewise linear system modeling based on a continuous threshold decomposition.E. Heredia, and G. Arce. IEEE Trans. Signal Processing, 44 (6): 1440-1453 (1996)On $k$-Gons and $k$-Holes in Point Sets.O. Aichholzer, R. Monroy, H. González-Aguilar, T. Hackl, M. Heredia, C. Huemer, J. Urrutia, P. Valtr, and B. Vogtenhuber. CoRR, (2014)A Virtual Headstick for People with Spinal Cord Injuries.S. Chen, T. Rahman, R. Foulds, E. Heredia, and W. Harwin. Robotica, 16 (5): 499-507 (1998)On the Number of Edges in Geometric Graphs Without Empty Triangles.C. Bautista-Santiago, M. Heredia, C. Huemer, A. Ramírez-Vigueras, C. Seara, and J. Urrutia. Graphs and Combinatorics, 29 (6): 1623-1631 (2013)Piecewise Volterra filters based on the threshold decomposition operator.E. Heredia, and G. Arce. ICASSP, page 1593-1596. IEEE Computer Society, (1996)Optimal object allocation for multimedia broadcast.E. Heredia. ICASSP, page 3717-3720. IEEE, (1998)On k-Gons and k-Holes in Point Sets.B. Vogtenhuber, O. Aichholzer, R. Monroy, C. Huemer, J. Urrutia, M. Heredia, H. González-Aguilar, T. Hackl, and P. Valtr. CCCG, (2011)Apéry sets and Feng-Rao numbers over telescopic numerical semigroups.P. García-Sánchez, B. Heredia, and M. Leamer. CoRR, (2016)4-Holes in point sets.O. Aichholzer, R. Monroy, H. González-Aguilar, T. Hackl, M. Heredia, C. Huemer, J. Urrutia, and B. Vogtenhuber. Comput. Geom., 47 (6): 644-650 (2014)

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A. Laukemann

A. Laukemann

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