Daniele Venturi
TitleCited byYear
Gappy data and reconstruction procedures for flow past a cylinder
D Venturi, GE Karniadakis
Journal of Fluid Mechanics 519, 315-336, 2004
1112004
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
722015
Stochastic low-dimensional modelling of a random laminar wake past a circular cylinder
D Venturi, X Wan, GE Karniadakis
Journal of Fluid Mechanics 606, 339-367, 2008
592008
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 …, 2011
522011
Stochastic bifurcation analysis of Rayleigh–Bénard convection
D Venturi, X Wan, GE Karniadakis
Journal of Fluid Mechanics 650, 391-413, 2010
482010
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, 215-254, 2006
462006
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
432013
Karhunen–Loève expansion for multi-correlated stochastic processes
H Cho, D Venturi, GE Karniadakis
Probabilistic Engineering Mechanics 34, 157-167, 2013
412013
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
362016
A fully symmetric nonlinear biorthogonal decomposition theory for random fields
D Venturi
Physica D: Nonlinear Phenomena 240 (4-5), 415-425, 2011
362011
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
302017
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
292014
Numerical methods for high-dimensional probability density function equations
H Cho, D Venturi, GE Karniadakis
Journal of Computational Physics 305, 817-837, 2016
272016
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
222013
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
212013
Mori-Zwanzig approach to uncertainty quantification
D Venturi, H Cho, GE Karniadakis
Handbook of uncertainty quantification, 1-36, 2016
182016
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
182012
The numerical approximation of nonlinear functionals and functional differential equations
D Venturi
Physics Reports 732, 1-102, 2018
142018
Supercritical quasi-conduction states in stochastic Rayleigh–Bénard convection
D Venturi, M Choi, GE Karniadakis
International Journal of Heat and Mass Transfer 55 (13-14), 3732-3743, 2012
142012
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
132014
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Articles 1–20