Cosmin Safta
Orcid: 0000-0001-7219-7736
According to our database1,
Cosmin Safta
authored at least 33 papers
between 2009 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
Uncertainty Quantification of Graph Convolution Neural Network Models of Evolving Processes.
CoRR, 2024
2023
TChem: A performance portable parallel software toolkit for complex kinetic mechanisms.
Comput. Phys. Commun., April, 2023
Industrial PLC Network Modeling and Parameter Identification Using Sensitivity Analysis and Mean Field Variational Inference.
Sensors, March, 2023
Enhancing Polynomial Chaos Expansion Based Surrogate Modeling using a Novel Probabilistic Transfer Learning Strategy.
CoRR, 2023
2022
Reverse-mode differentiation in arbitrary tensor network format: with application to supervised learning.
J. Mach. Learn. Res., 2022
Deep learning and multi-level featurization of graph representations of microstructural data.
CoRR, 2022
2021
Mesh-based graph convolutional neural network models of processes with complex initial states.
CoRR, 2021
2020
A Survey of Constrained Gaussian Process Regression: Approaches and Implementation Challenges.
CoRR, 2020
2019
J. Sci. Comput., 2019
J. Comput. Phys., 2019
J. Comput. Phys., 2019
Design optimization of a scramjet under uncertainty using probabilistic learning on manifolds.
J. Comput. Phys., 2019
2018
SIAM J. Optim., 2018
Exploring the interplay of resilience and energy consumption for a task-based partial differential equations preconditioner.
Parallel Comput., 2018
Compressive Sensing with Cross-Validation and Stop-Sampling for Sparse Polynomial Chaos Expansions.
SIAM/ASA J. Uncertain. Quantification, 2018
Enhancing statistical moment calculations for stochastic Galerkin solutions with Monte Carlo techniques.
J. Comput. Phys., 2018
Int. J. High Perform. Comput. Appl., 2018
Comput. Optim. Appl., 2018
2017
Discrete A Priori Bounds for the Detection of Corrupted PDE Solutions in Exascale Computations.
SIAM J. Sci. Comput., 2017
A resilient domain decomposition polynomial chaos solver for uncertain elliptic PDEs.
Comput. Phys. Commun., 2017
2016
Scalability of Partial Differential Equations Preconditioner Resilient to Soft and Hard Faults.
Proceedings of the High Performance Computing - 31st International Conference, 2016
ULFM-MPI Implementation of a Resilient Task-Based Partial Differential Equations Preconditioner.
Proceedings of the ACM Workshop on Fault-Tolerance for HPC at Extreme Scale, 2016
2015
SIAM J. Sci. Comput., 2015
J. Comput. Phys., 2015
Probabilistic Methods for Sensitivity Analysis and Calibration in the NASA Challenge Problem.
J. Aerosp. Inf. Syst., 2015
2014
A second-order coupled immersed boundary-SAMR construction for chemically reacting flow over a heat-conducting Cartesian grid-conforming solid.
J. Comput. Phys., 2014
Toward Using Surrogates to Accelerate Solution of Stochastic Electricity Grid Operations Problems.
CoRR, 2014
2013
Structural models used in real-time biosurveillance outbreak detection and outbreak curve isolation from noisy background morbidity levels.
J. Am. Medical Informatics Assoc., 2013
2012
Multiparameter Spectral Representation of Noise-Induced Competence in Bacillus Subtilis.
IEEE ACM Trans. Comput. Biol. Bioinform., 2012
Uncertainty Quantification given Discontinuous Model Response and a Limited Number of Model Runs.
SIAM J. Sci. Comput., 2012
2010
J. Comput. Phys., 2010
2009
Uncertainty Quantification in the Presence of Limited Climate Model Data with Discontinuities.
Proceedings of the ICDM Workshops 2009, 2009