Daniele Venturi
Daniele Venturi
Associate Professor of Applied Mathematics, UC Santa Cruz
Adresse e-mail validée de ucsc.edu - Page d'accueil
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Multi-fidelity modelling via recursive co-kriging and Gaussian–Markov random fields
P Perdikaris, D Venturi, JO Royset, GE Karniadakis
Proceedings of the Royal Society A: Mathematical, Physical and Engineering …, 2015
1302015
Gappy data and reconstruction procedures for flow past a cylinder
D Venturi, GE Karniadakis
Journal of Fluid Mechanics 519, 315, 2004
1272004
A computable evolution equation for the joint response-excitation probability density function of stochastic dynamical systems
D Venturi, TP Sapsis, H Cho, GE Karniadakis
Proceedings of the Royal Society A: Mathematical, Physical and Engineering …, 2012
662012
Multi-fidelity Gaussian process regression for prediction of random fields
L Parussini, D Venturi, P Perdikaris, GE Karniadakis
Journal of Computational Physics 336, 36-50, 2017
632017
Stochastic low-dimensional modelling of a random laminar wake past a circular cylinder
D Venturi, X Wan, GEM Karniadakis
Journal of Fluid Mechanics 606, 339, 2008
632008
Exact PDF equations and closure approximations for advective-reactive transport
D Venturi, DM Tartakovsky, AM Tartakovsky, GE Karniadakis
Journal of Computational Physics 243, 323-343, 2013
562013
Multifidelity information fusion algorithms for high-dimensional systems and massive data sets
P Perdikaris, D Venturi, GE Karniadakis
SIAM Journal on Scientific Computing 38 (4), B521-B538, 2016
542016
Stochastic bifurcation analysis of Rayleigh–Bénard convection
D Venturi, X Wan, GE Karniadakis
Journal of fluid mechanics 650 (1), 391-413, 2010
542010
Karhunen–Loève expansion for multi-correlated stochastic processes
H Cho, D Venturi, GE Karniadakis
Probabilistic Engineering Mechanics 34, 157-167, 2013
492013
On proper orthogonal decomposition of randomly perturbed fields with applications to flow past a cylinder and natural convection over a horizontal plate
D Venturi
Journal of Fluid Mechanics 559, 215, 2006
482006
Convolutionless Nakajima–Zwanzig equations for stochastic analysis in nonlinear dynamical systems
D Venturi, GE Karniadakis
Proceedings of the Royal Society A: Mathematical, Physical and Engineering …, 2014
442014
A fully symmetric nonlinear biorthogonal decomposition theory for random fields
D Venturi
Physica D: Nonlinear Phenomena 240 (4-5), 415-425, 2011
392011
Numerical methods for high-dimensional probability density function equations
H Cho, D Venturi, GE Karniadakis
Journal of Computational Physics 305, 817-837, 2016
382016
Mori-Zwanzig approach to uncertainty quantification
D Venturi, H Cho, GE Karniadakis
Handbook of uncertainty quantification, 1-36, 2016
282016
The numerical approximation of nonlinear functionals and functional differential equations
D Venturi
Physics Reports 732, 1-102, 2018
272018
Wick–Malliavin approximation to nonlinear stochastic partial differential equations: analysis and simulations
D Venturi, X Wan, R Mikulevicius, BL Rozovskii, GE Karniadakis
Proceedings of the Royal Society A: Mathematical, Physical and Engineering …, 2013
232013
New evolution equations for the joint response-excitation probability density function of stochastic solutions to first-order nonlinear PDEs
D Venturi, GE Karniadakis
Journal of Computational Physics 231 (21), 7450-7474, 2012
232012
Statistical analysis and simulation of random shocks in stochastic Burgers equation
H Cho, D Venturi, GE Karniadakis
Proceedings of the Royal Society A: Mathematical, Physical and Engineering …, 2014
222014
Adaptive discontinuous Galerkin method for response-excitation PDF equations
H Cho, D Venturi, GE Karniadakis
SIAM Journal on Scientific Computing 35 (4), B890-B911, 2013
222013
Faber approximation of the Mori–Zwanzig equation
Y Zhu, D Venturi
Journal of Computational Physics 372, 694-718, 2018
212018
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