Gianluca Iaccarino

According to our database1, Gianluca Iaccarino authored at least 53 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Compositional Generative Inverse Design.
CoRR, 2024

2023
Simultaneous Identification and Denoising of Dynamical Systems.
SIAM J. Sci. Comput., August, 2023

Differentiable Control for Adaptive Wake Steering.
Proceedings of the American Control Conference, 2023

2022
Task-parallel in situ temporal compression of large-scale computational fluid dynamics data.
Int. J. High Perform. Comput. Appl., 2022

Machine Learning to Predict Aerodynamic Stall.
CoRR, 2022

Spinning-enabled Wireless Amphibious Origami Millirobot.
CoRR, 2022

An integrated heterogeneous computing framework for ensemble simulations of laser-induced ignition.
CoRR, 2022

2021
Extending bluff-and-fix estimates for polynomial chaos expansions.
J. Comput. Sci., 2021

Learning to differentiate.
J. Comput. Phys., 2021

Second Order Moments of Multivariate Hermite Polynomials in Correlated Random Variables.
Proceedings of the Computational Science - ICCS 2021, 2021

Data Driven Physics Constrained Perturbations for Turbulence Model Uncertainty Estimation.
Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to, 2021

2020
Bi-fidelity approximation for uncertainty quantification and sensitivity analysis of irradiated particle-laden turbulence.
J. Comput. Phys., 2020

Pass-efficient methods for compression of high-dimensional turbulent flow data.
J. Comput. Phys., 2020

A Bluff-and-Fix Algorithm for Polynomial Chaos Methods.
Proceedings of the Computational Science - ICCS 2020, 2020

2019
Lurking Variable Detection via Dimensional Analysis.
SIAM/ASA J. Uncertain. Quantification, 2019

2018
A scalable geometric multigrid solver for nonsymmetric elliptic systems with application to variable-density flows.
J. Comput. Phys., 2018

2017
Least Squares Approximation of Polynomial Chaos Expansions With Optimized Grid Points.
SIAM J. Sci. Comput., 2017

Fully resolved viscoelastic particulate simulations using unstructured grids.
J. Comput. Phys., 2017

A low-rank control variate for multilevel Monte Carlo simulation of high-dimensional uncertain systems.
J. Comput. Phys., 2017

Polynomial chaos assessment of design tolerances for vortex-induced vibrations of two cylinders in tandem.
Artif. Intell. Eng. Des. Anal. Manuf., 2017

2016
A Flexible Uncertainty Propagation Framework for General Multiphysics Systems.
SIAM/ASA J. Uncertain. Quantification, 2016

A Novel Weakly-Intrusive Non-linear Multiresolution Framework for Uncertainty Quantification in Hyperbolic Partial Differential Equations.
J. Sci. Comput., 2016

2015
Reusing Chebyshev points for polynomial interpolation.
Numer. Algorithms, 2015

Exploiting active subspaces to quantify uncertainty in the numerical simulation of the HyShot II scramjet.
J. Comput. Phys., 2015

2014
Subsampled Gauss Quadrature Nodes for Estimating Polynomial Chaos Expansions.
SIAM/ASA J. Uncertain. Quantification, 2014

A matching pursuit approach to solenoidal filtering of three-dimensional velocity measurements.
J. Comput. Phys., 2014

A stochastic Galerkin method for the Euler equations with Roe variable transformation.
J. Comput. Phys., 2014

Optimization Under Uncertainty Using the Generalized Inverse Distribution Function.
CoRR, 2014

Optimization Under Uncertainty Using the Generalized Inverse Distribution Function.
Proceedings of the Modeling, Simulation and Optimization for Science and Technology, 2014

2013
Essentially Non-oscillatory Stencil Selection and Subcell Resolution in Uncertainty Quantification.
Proceedings of the Uncertainty Quantification in Computational Fluid Dynamics, 2013

Quantification of margins and uncertainties using multiple gates and conditional probabilities.
Reliab. Eng. Syst. Saf., 2013

Subcell resolution in simplex stochastic collocation for spatial discontinuities.
J. Comput. Phys., 2013

Simplex stochastic collocation with ENO-type stencil selection for robust uncertainty quantification.
J. Comput. Phys., 2013

A method for the direct numerical simulation of hypersonic boundary-layer instability with finite-rate chemistry.
J. Comput. Phys., 2013

A simplex-based numerical framework for simple and efficient robust design optimization.
Comput. Optim. Appl., 2013

2012
Refinement Criteria for Simplex Stochastic Collocation with Local Extremum Diminishing Robustness.
SIAM J. Sci. Comput., 2012

Simplex Stochastic Collocation with Random Sampling and Extrapolation for Nonhypercube Probability Spaces.
SIAM J. Sci. Comput., 2012

2011
A Factorization of the Spectral Galerkin System for Parameterized Matrix Equations: Derivation and Applications.
SIAM J. Sci. Comput., 2011

A QMU approach for characterizing the operability limits of air-breathing hypersonic vehicles.
Reliab. Eng. Syst. Saf., 2011

2010
A Rational Interpolation Scheme with Superpolynomial Rate of Convergence.
SIAM J. Numer. Anal., 2010

Spectral Methods for Parameterized Matrix Equations.
SIAM J. Matrix Anal. Appl., 2010

A high order multivariate approximation scheme for scattered data sets.
J. Comput. Phys., 2010

A co-located incompressible Navier-Stokes solver with exact mass, momentum and kinetic energy conservation in the inviscid limit.
J. Comput. Phys., 2010

2009
Minimal Repetition Dynamic Checkpointing Algorithm for Unsteady Adjoint Calculation.
SIAM J. Sci. Comput., 2009

Stable Boundary Treatment for the Wave Equation on Second-Order Form.
J. Sci. Comput., 2009

Numerical analysis of the Burgers' equation in the presence of uncertainty.
J. Comput. Phys., 2009

Prediction of wall-pressure fluctuation in turbulent flows with an immersed boundary method.
J. Comput. Phys., 2009

DNS of buoyancy-dominated turbulent flows on a bluff body using the immersed boundary method.
J. Comput. Phys., 2009

On the HLLC Riemann solver for interface interaction in compressible multi-fluid flow.
J. Comput. Phys., 2009

A least-squares approximation of partial differential equations with high-dimensional random inputs.
J. Comput. Phys., 2009

Padé-Legendre approximants for uncertainty analysis with discontinuous response surfaces.
J. Comput. Phys., 2009

2008
Stable and accurate wave-propagation in discontinuous media.
J. Comput. Phys., 2008

2007
An immersed boundary method for compressible flows using local grid refinement.
J. Comput. Phys., 2007


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