Joseph Hart
Title
Cited by
Cited by
Year
Efficient computation of Sobol'indices for stochastic models
JL Hart, A Alexanderian, PA Gremaud
SIAM Journal on Scientific Computing 39 (4), A1514-A1530, 2017
292017
An approximation theoretic perspective of Sobol'indices with dependent variables
J Hart, PA Gremaud
International Journal for Uncertainty Quantification 8 (6), 2018
152018
Robustness of the Sobol'indices to marginal distribution uncertainty
JL Hart, PA Gremaud
SIAM/ASA Journal on Uncertainty Quantification 7 (4), 1224-1244, 2019
102019
Robustness of the Sobol'indices to distributional uncertainty
J Hart, PA Gremaud
International Journal for Uncertainty Quantification 9 (5), 2019
92019
Global sensitivity analysis of high-dimensional neuroscience models: An example of neurovascular coupling
JL Hart, PA Gremaud, T David
Bulletin of mathematical biology 81 (6), 1805-1828, 2019
72019
Hyper-differential sensitivity analysis for inverse problems constrained by partial differential equations
I Sunseri, J Hart, B van Bloemen Waanders, A Alexanderian
Inverse Problems 36 (12), 125001, 2020
42020
Global sensitivity analysis for statistical model parameters
JL Hart, J Bessac, EM Constantinescu
SIAM/ASA Journal on Uncertainty Quantification 7 (1), 67-92, 2019
42019
Transcranial doppler-based surrogates for cerebral blood flow: A statistical study
J Hart, V Novak, C Saunders, PA Gremaud
Plos one 11 (11), e0165536, 2016
42016
Train like a (var) pro: efficient training of neural networks with variable projection
E Newman, L Ruthotto, J Hart, B van Bloemen Waanders
SIAM Journal on Mathematics of Data Science 3 (4), 1041-1066, 2021
32021
HYPERDIFFERENTIAL SENSITIVITY ANALYSIS OF UNCERTAIN PARAMETERS IN PDE-CONSTRAINED OPTIMIZATION
J Hart, B van Bloemen Waanders, R Herzog
International Journal for Uncertainty Quantification 10 (3), 2020
32020
Desensitized Trajectory Optimization for Hypersonic Vehicles
VR Makkapati, J Ridderhof, P Tsiotras, J Hart, B van Bloemen Waanders
2021 IEEE Aerospace Conference (50100), 1-10, 2021
22021
Extensions of global sensitivity analysis: theory, computation, and applications
JL Hart
North Carolina State University, 2018
22018
Randomized algorithms for generalized singular value decomposition with application to sensitivity analysis
AK Saibaba, J Hart, B van Bloemen Waanders
Numerical Linear Algebra with Applications, e2364, 2021
12021
Classification of syncope through data analytics
J Hart, J Mehlsen, CH Olsen, MS Olufsen, P Gremaud
arXiv preprint arXiv:1609.02049, 2016
12016
Enabling and interpreting hyper-differential sensitivity analysis for Bayesian inverse problems
J Hart, BB Waanders
arXiv preprint arXiv:2106.11813, 2021
2021
Classification of orthostatic intolerance through data analytics
S Gilmore, J Hart, J Geddes, CH Olsen, J Mehlsen, P Gremaud, ...
Medical & Biological Engineering & Computing 59 (3), 621-632, 2021
2021
Efficient Training of Neural Networks via Variable Projection
E Newman, J Hart, B van Bloemen Waanders, L Ruthotto
XXI Householder Symposium on Numerical Linear Algebra, 295, 2020
2020
Hyper-Differential Sensitivity Analysis: Managing High Dimensional Uncertainty in Large-Scale Optimization.
JL Hart
Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2020
2020
Randomized Algorithms for Generalized Singular Value Decomposition with Application to Sensitivity Analysis.
JL Hart, BG van Bloemen Waanders, A Saibaba
Numerical Linear Algebra with Applications, 2020
2020
Hyper-differential sensitivity analysis of PDE-constrained inverse problems.
IP Sunseri, BG van Bloemen Waanders, JL Hart, A Alexandarian
Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2020
2020
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Articles 1–20