Gianluca Iaccarino

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 26

Top Topics

Top Venues

J. Comput. Phys.

SIAM/ASA J. Uncertain. Quantification

SIAM J. Sci. Comput.

Publications

Tailin Wu, Takashi Maruyama, Long Wei, Tao Zhang, Yilun Du, Gianluca Iaccarino, Jure Leskovec
Compositional Generative Inverse Design. ICLR (2024)
Tailin Wu, Takashi Maruyama, Long Wei, Tao Zhang, Yilun Du, Gianluca Iaccarino, Jure Leskovec
Compositional Generative Inverse Design. CoRR (2024)
Ettore Saetta, Renato Tognaccini, Gianluca Iaccarino
Uncertainty quantification in autoencoders predictions: Applications in aerodynamics. J. Comput. Phys. 506 (2024)
Christiane Adcock, Gianluca Iaccarino, Jennifer King
Differentiable Control for Adaptive Wake Steering. ACC (2023)
Jeffrey M. Hokanson, Gianluca Iaccarino, Alireza Doostan
Simultaneous Identification and Denoising of Dynamical Systems. SIAM J. Sci. Comput. 45 (4) (2023)
Ettore Saetta, Renato Tognaccini, Gianluca Iaccarino
Machine Learning to Predict Aerodynamic Stall. CoRR (2022)
Qiji Ze, Shuai Wu, Jize Dai, Sophie Leanza, Gentaro Ikeda, Phillip C. Yang, Gianluca Iaccarino, Ruike Renee Zhao
Spinning-enabled Wireless Amphibious Origami Millirobot. CoRR (2022)
Kazuki Maeda, Thiago Teixeira, Jonathan M. Wang, Jeffrey M. Hokanson, Caetano Melone, Mario Di Renzo, Steve Jones, Javier Urzay, Gianluca Iaccarino
An integrated heterogeneous computing framework for ensemble simulations of laser-induced ignition. CoRR (2022)
Jeffrey M. Hokanson, Gianluca Iaccarino, Alireza Doostan
Simultaneous Identification and Denoising of Dynamical Systems. CoRR (2022)
Heather Pacella, Alec M. Dunton, Alireza Doostan, Gianluca Iaccarino
Task-parallel in situ temporal compression of large-scale computational fluid dynamics data. Int. J. High Perform. Comput. Appl. 36 (3) (2022)
Laura Lyman, Gianluca Iaccarino
Second Order Moments of Multivariate Hermite Polynomials in Correlated Random Variables. ICCS (6) (2021)
Laura Lyman, Gianluca Iaccarino
Extending bluff-and-fix estimates for polynomial chaos expansions. J. Comput. Sci. 50 (2021)
Jan Felix Heyse, Aashwin Ananda Mishra, Gianluca Iaccarino
Data Driven Physics Constrained Perturbations for Turbulence Model Uncertainty Estimation. AAAI Spring Symposium: MLPS (2021)
Heather Pacella, Alec M. Dunton, Alireza Doostan, Gianluca Iaccarino
Task-parallel in-situ temporal compression of large-scale computational fluid dynamics data. CoRR (2021)
Oskar Ålund, Gianluca Iaccarino, Jan Nordström
Learning to differentiate. J. Comput. Phys. 424 (2021)
Alec M. Dunton, Lluís Jofre, Gianluca Iaccarino, Alireza Doostan
Pass-efficient methods for compression of high-dimensional turbulent flow data. J. Comput. Phys. 423 (2020)
Hillary R. Fairbanks, Lluís Jofre, Gianluca Geraci, Gianluca Iaccarino, Alireza Doostan
Bi-fidelity approximation for uncertainty quantification and sensitivity analysis of irradiated particle-laden turbulence. J. Comput. Phys. 402 (2020)
Laura Lyman, Gianluca Iaccarino
A Bluff-and-Fix Algorithm for Polynomial Chaos Methods. ICCS (7) (2020)
Zachary del Rosario, Minyong Lee, Gianluca Iaccarino
Lurking Variable Detection via Dimensional Analysis. SIAM/ASA J. Uncertain. Quantification 7 (1) (2019)
Mahdi Esmaily, Lluís Jofre, Ali Mani, Gianluca Iaccarino
A scalable geometric multigrid solver for nonsymmetric elliptic systems with application to variable-density flows. J. Comput. Phys. 357 (2018)
Hillary R. Fairbanks, Alireza Doostan, Christian Ketelsen, Gianluca Iaccarino
A low-rank control variate for multilevel Monte Carlo simulation of high-dimensional uncertain systems. J. Comput. Phys. 341 (2017)
Sreenath Krishnan, Eric S. G. Shaqfeh, Gianluca Iaccarino
Fully resolved viscoelastic particulate simulations using unstructured grids. J. Comput. Phys. 338 (2017)
Saman Ghili, Gianluca Iaccarino
Least Squares Approximation of Polynomial Chaos Expansions With Optimized Grid Points. SIAM J. Sci. Comput. 39 (5) (2017)
Gianluca Geraci, Marco D. de Tullio, Gianluca Iaccarino
Polynomial chaos assessment of design tolerances for vortex-induced vibrations of two cylinders in tandem. Artif. Intell. Eng. Des. Anal. Manuf. 31 (2) (2017)
Akshay Mittal, Xiao Chen, Charles H. Tong, Gianluca Iaccarino
A Flexible Uncertainty Propagation Framework for General Multiphysics Systems. SIAM/ASA J. Uncertain. Quantification 4 (1) (2016)
Gianluca Geraci, Pietro Marco Congedo, Rémi Abgrall, Gianluca Iaccarino
A Novel Weakly-Intrusive Non-linear Multiresolution Framework for Uncertainty Quantification in Hyperbolic Partial Differential Equations. J. Sci. Comput. 66 (1) (2016)
Saman Ghili, Gianluca Iaccarino
Reusing Chebyshev points for polynomial interpolation. Numer. Algorithms 70 (2) (2015)
Paul G. Constantine, Michael Emory, Johan Larsson, Gianluca Iaccarino
Exploiting active subspaces to quantify uncertainty in the numerical simulation of the HyShot II scramjet. J. Comput. Phys. 302 (2015)
Per Pettersson, Gianluca Iaccarino, Jan Nordström
A stochastic Galerkin method for the Euler equations with Roe variable transformation. J. Comput. Phys. 257 (2014)
Daniele Schiavazzi, Filippo Coletti, Gianluca Iaccarino, John K. Eaton
A matching pursuit approach to solenoidal filtering of three-dimensional velocity measurements. J. Comput. Phys. 263 (2014)
Gary Tang, Gianluca Iaccarino
Subsampled Gauss Quadrature Nodes for Estimating Polynomial Chaos Expansions. SIAM/ASA J. Uncertain. Quantification 2 (1) (2014)
Domenico Quagliarella, Giovanni Petrone, Gianluca Iaccarino
Optimization Under Uncertainty Using the Generalized Inverse Distribution Function. CoRR (2014)
Gianluca Iaccarino, David H. Sharp, James Glimm
Quantification of margins and uncertainties using multiple gates and conditional probabilities. Reliab. Eng. Syst. Saf. 114 (2013)
Olaf Marxen, Thierry E. Magin, Eric S. G. Shaqfeh, Gianluca Iaccarino
A method for the direct numerical simulation of hypersonic boundary-layer instability with finite-rate chemistry. J. Comput. Phys. 255 (2013)
Pietro Marco Congedo, Jeroen A. S. Witteveen, Gianluca Iaccarino
A simplex-based numerical framework for simple and efficient robust design optimization. Comput. Optim. Appl. 56 (1) (2013)
Jeroen A. S. Witteveen, Gianluca Iaccarino
Simplex stochastic collocation with ENO-type stencil selection for robust uncertainty quantification. J. Comput. Phys. 239 (2013)
Jeroen A. S. Witteveen, Gianluca Iaccarino
Subcell resolution in simplex stochastic collocation for spatial discontinuities. J. Comput. Phys. 251 (2013)
Jeroen A. S. Witteveen, Gianluca Iaccarino
Simplex Stochastic Collocation with Random Sampling and Extrapolation for Nonhypercube Probability Spaces. SIAM J. Sci. Comput. 34 (2) (2012)
Jeroen A. S. Witteveen, Gianluca Iaccarino
Refinement Criteria for Simplex Stochastic Collocation with Local Extremum Diminishing Robustness. SIAM J. Sci. Comput. 34 (3) (2012)
Gianluca Iaccarino, Rene Pecnik, James Glimm, David H. Sharp
A QMU approach for characterizing the operability limits of air-breathing hypersonic vehicles. Reliab. Eng. Syst. Saf. 96 (9) (2011)
Paul G. Constantine, David F. Gleich, Gianluca Iaccarino
A Factorization of the Spectral Galerkin System for Parameterized Matrix Equations: Derivation and Applications. SIAM J. Sci. Comput. 33 (5) (2011)
Qiqi Wang, Parviz Moin, Gianluca Iaccarino
A high order multivariate approximation scheme for scattered data sets. J. Comput. Phys. 229 (18) (2010)
Shashank, Johan Larsson, Gianluca Iaccarino
A co-located incompressible Navier-Stokes solver with exact mass, momentum and kinetic energy conservation in the inviscid limit. J. Comput. Phys. 229 (12) (2010)
Paul G. Constantine, David F. Gleich, Gianluca Iaccarino
Spectral Methods for Parameterized Matrix Equations. SIAM J. Matrix Anal. Appl. 31 (5) (2010)
Qiqi Wang, Parviz Moin, Gianluca Iaccarino
A Rational Interpolation Scheme with Superpolynomial Rate of Convergence. SIAM J. Numer. Anal. 47 (6) (2010)
Seongwon Kang, Gianluca Iaccarino, Frank E. Ham, Parviz Moin
Prediction of wall-pressure fluctuation in turbulent flows with an immersed boundary method. J. Comput. Phys. 228 (18) (2009)
Xiangyu Hu, Nikolaus A. Adams, Gianluca Iaccarino
On the HLLC Riemann solver for interface interaction in compressible multi-fluid flow. J. Comput. Phys. 228 (17) (2009)
Seongwon Kang, Gianluca Iaccarino, Frank E. Ham
DNS of buoyancy-dominated turbulent flows on a bluff body using the immersed boundary method. J. Comput. Phys. 228 (9) (2009)
Per Pettersson, Gianluca Iaccarino, Jan Nordström
Numerical analysis of the Burgers' equation in the presence of uncertainty. J. Comput. Phys. 228 (22) (2009)
Ken Mattsson, Frank E. Ham, Gianluca Iaccarino
Stable Boundary Treatment for the Wave Equation on Second-Order Form. J. Sci. Comput. 41 (3) (2009)
Tonkid Chantrasmi, Alireza Doostan, Gianluca Iaccarino
Padé-Legendre approximants for uncertainty analysis with discontinuous response surfaces. J. Comput. Phys. 228 (19) (2009)
Qiqi Wang, Parviz Moin, Gianluca Iaccarino
Minimal Repetition Dynamic Checkpointing Algorithm for Unsteady Adjoint Calculation. SIAM J. Sci. Comput. 31 (4) (2009)
Alireza Doostan, Gianluca Iaccarino
A least-squares approximation of partial differential equations with high-dimensional random inputs. J. Comput. Phys. 228 (12) (2009)
Ken Mattsson, Frank E. Ham, Gianluca Iaccarino
Stable and accurate wave-propagation in discontinuous media. J. Comput. Phys. 227 (19) (2008)
Marco D. de Tullio, Pietro De Palma, Gianluca Iaccarino, Giuseppe Pascazio, Michele Napolitano
An immersed boundary method for compressible flows using local grid refinement. J. Comput. Phys. 225 (2) (2007)