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Francesco Rizzi
Francesco Rizzi
NexGen Analytics
Adresă de e-mail confirmată pe ng-analytics.com
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Uncertainty Quantification in MD Simulations. Part II: Bayesian Inference of Force-Field Parameters
F Rizzi, HN Najm, BJ Debusschere, K Sargsyan, M Salloum, ...
Multiscale Modeling & Simulation 10 (4), 1460-1492, 2012
1052012
Uncertainty Quantification in MD Simulations. Part I: Forward Propagation
F Rizzi, HN Najm, BJ Debusschere, K Sargsyan, M Salloum, ...
Multiscale Modeling & Simulation 10 (4), 1428-1459, 2012
892012
Uncertainty quantification in MD simulations of concentration driven ionic flow through a silica nanopore. I. Sensitivity to physical parameters of the pore
F Rizzi, RE Jones, BJ Debusschere, OM Knio
The Journal of chemical physics 138, 194104, 2013
482013
Uncertainty quantification in MD simulations of concentration driven ionic flow through a silica nanopore. II. Uncertain potential parameters
F Rizzi, RE Jones, BJ Debusschere, OM Knio
The Journal of chemical physics 138, 194105, 2013
442013
Bayesian inference of atomic diffusivity in a binary Ni/Al system based on molecular dynamics
F Rizzi, M Salloum, YM Marzouk, RG Xu, ML Falk, TP Weihs, G Fritz, ...
Multiscale Modeling & Simulation 9 (1), 486-512, 2011
432011
Uncertainty quantification of ion chemistry in lean and stoichiometric homogenous mixtures of methane, oxygen, and argon
D Kim, F Rizzi, KW Cheng, J Han, F Bisetti, OM Knio
Combustion and Flame 162 (7), 2904-2915, 2015
362015
Model reduction for steady hypersonic aerodynamics via conservative manifold least-squares Petrov–Galerkin projection
PJ Blonigan, F Rizzi, M Howard, JA Fike, KT Carlberg
AIAA Journal 59 (4), 1296-1312, 2021
252021
Parallel domain decomposition strategies for stochastic elliptic equations. Part A: Local Karhunen--Loève representations
AA Contreras, P Mycek, OP Le Maître, F Rizzi, B Debusschere, OM Knio
SIAM Journal on Scientific Computing 40 (4), C520-C546, 2018
222018
Model reduction for hypersonic aerodynamics via conservative LSPG projection and hyper-reduction
PJ Blonigan, K Carlberg, F Rizzi, M Howard, JA Fike
AIAA Scitech 2020 Forum, 0104, 2020
212020
Preconditioned Bayesian regression for stochastic chemical kinetics
A Alexanderian, F Rizzi, M Rathinam, OP Le Maître, OM Knio
Journal of Scientific Computing 58, 592-626, 2014
212014
ULFM-MPI implementation of a resilient task-based partial differential equations preconditioner
F Rizzi, K Morris, K Sargsyan, P Mycek, C Safta, B Debusschere, ...
Proceedings of the ACM Workshop on Fault-Tolerance for HPC at Extreme Scale …, 2016
192016
On the impact of dimensionally-consistent and physics-based inner products for POD-Galerkin and least-squares model reduction of compressible flows
EJ Parish, F Rizzi
Journal of Computational Physics 491, 112387, 2023
172023
Bayesian modeling of inconsistent plastic response due to material variability
F Rizzi, M Khalil, RE Jones, JA Templeton, JT Ostien, BL Boyce
Computer Methods in Applied Mechanics and Engineering 353, 183-200, 2019
132019
Pressio: Enabling projection-based model reduction for large-scale nonlinear dynamical systems
F Rizzi, PJ Blonigan, EJ Parish, KT Carlberg
arXiv preprint arXiv:2003.07798, 2020
122020
Parallel domain decomposition strategies for stochastic elliptic equations Part B: accelerated Monte Carlo sampling with local PC expansions
AA Contreras, P Mycek, OP Le Maître, F Rizzi, B Debusschere, OM Knio
SIAM Journal on Scientific Computing 40 (4), C547-C580, 2018
122018
Fault resilient domain decomposition preconditioner for PDEs
K Sargsyan, F Rizzi, P Mycek, C Safta, K Morris, H Najm, OL Maître, ...
SIAM Journal on Scientific Computing 37 (5), A2317-A2345, 2015
122015
Partial differential equations preconditioner resilient to soft and hard faults
F Rizzi, K Morris, K Sargsyan, P Mycek, C Safta, O Le Maitre, O Knio, ...
The International Journal of High Performance Computing Applications 32 (5 …, 2018
72018
Exploring the interplay of resilience and energy consumption for a task-based partial differential equations preconditioner
F Rizzi, K Morris, K Sargsyan, P Mycek, C Safta, O Le Maître, OM Knio, ...
Parallel Computing 73, 16-27, 2018
62018
Stirring, stretching and transport generated by a pair of like-signed vortices
F Rizzi, L Cortelezzi
Journal of Fluid Mechanics 674, 244-280, 2011
62011
Projection-based model reduction for coupled conduction—enclosure radiation systems
V Brunini, EJ Parish, J Tencer, F Rizzi
Journal of Heat Transfer 144 (6), 062101, 2022
52022
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