Serge Prudhomme

Orcid: 0000-0002-1168-5290

According to our database1, Serge Prudhomme authored at least 25 papers between 2003 and 2024.

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Bibliography

2024
An efficient PGD solver for structural dynamics applications.
Adv. Model. Simul. Eng. Sci., December, 2024

ML-based identification of the interface regions for coupling local and nonlocal models.
CoRR, 2024

Operator approximation of the wave equation based on deep learning of Green's function.
Comput. Math. Appl., 2024

2023
Multi-level Neural Networks for Accurate Solutions of Boundary-Value Problems.
CoRR, 2023

Optimal Design of Validation Experiments for the Prediction of Quantities of Interest.
CoRR, 2023

PGD reduced-order modeling for structural dynamics applications.
CoRR, 2023

2022
Coupling approaches for classical linear elasticity and bond-based peridynamic models.
CoRR, 2022

Optimal error analysis of the spectral element method for the 2D homogeneous wave equation.
Comput. Math. Appl., 2022

2020
On the treatment of boundary conditions for bond-based peridynamic models.
CoRR, 2020

2019
On a Goal-Oriented Version of the Proper Generalized Decomposition Method.
J. Sci. Comput., 2019

Enhanced functional evaluation for the finite element penalty method.
Comput. Math. Appl., 2019

Scheduling Optimization of Parallel Linear Algebra Algorithms Using Supervised Learning.
Proceedings of the 2019 IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments, 2019

2015
Error Decomposition and Adaptivity for Response Surface Approximations from PDEs with Parametric Uncertainty.
SIAM/ASA J. Uncertain. Quantification, 2015

Systematic validation of non-equilibrium thermochemical models using Bayesian inference.
J. Comput. Phys., 2015

Adaptive surrogate modeling for response surface approximations with application to bayesian inference.
Adv. Model. Simul. Eng. Sci., 2015

2014
Adjoint-consistent formulations of slip models for coupled electroosmotic flow systems.
Adv. Model. Simul. Eng. Sci., 2014

2013
Data partition methodology for validation of predictive models.
Comput. Math. Appl., 2013

2012
Corrigendum to "Probabilistic models and uncertainty quantification for the ionization reaction rate of atomic Nitrogen" [JCOMP 231(9) (2012) 3871-3886].
J. Comput. Phys., 2012

Probabilistic models and uncertainty quantification for the ionization reaction rate of atomic Nitrogen.
J. Comput. Phys., 2012

2011
Bayesian uncertainty analysis with applications to turbulence modeling.
Reliab. Eng. Syst. Saf., 2011

2007
Using Cyber-Infrastructure for Dynamic Data Driven Laser Treatment of Cancer.
Proceedings of the Computational Science, 2007

2006
MultiScale Modeling of Physical Phenomena: Adaptive Control of Models.
SIAM J. Sci. Comput., 2006


2004
A Dynamic Data Driven Computational Infrastructure for Reliable Computer Simulations.
Proceedings of the Computational Science, 2004

2003
A <i>posteriori</i> error estimation for a new stabilized discontinuous Galerkin method.
Appl. Math. Lett., 2003


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