Joseph L. Hart

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 15

Top Topics

Stochastic Models

Sensitivity Analysis

Top Venues

SIAM/ASA J. Uncertain. Quantification

SIAM J. Sci. Comput.

Appl. Math. Lett.

Publications

Joseph L. Hart, Bart G. van Bloemen Waanders, Lisa Hood, Julie Parish
Sensitivity-Driven Experimental Design to Facilitate Control of Dynamical Systems. J. Optim. Theory Appl. 196 (3) (2023)
Joseph L. Hart, Bart G. van Bloemen Waanders
Enabling Hyper-Differential Sensitivity Analysis for Ill-Posed Inverse Problems. SIAM J. Sci. Comput. 45 (4) (2023)
Alen Alexanderian, Joseph L. Hart, Mason Stevens
A new perspective on parameter study of optimization problems. Appl. Math. Lett. 140 (2023)
Isaac Sunseri, Alen Alexanderian, Joseph L. Hart, Bart G. van Bloemen Waanders
Hyper-differential sensitivity analysis for nonlinear Bayesian inverse problems. CoRR (2022)
Alen Alexanderian, Joseph L. Hart, Mason Stevens
A new perspective on parameter study of optimization problems. CoRR (2022)
Joseph L. Hart, Bart G. van Bloemen Waanders
Hyper-differential sensitivity analysis with respect to model discrepancy: Calibration and optimal solution updating. CoRR (2022)
Arvind K. Saibaba, Joseph L. Hart, Bart G. van Bloemen Waanders
Randomized algorithms for generalized singular value decomposition with application to sensitivity analysis. Numer. Linear Algebra Appl. 28 (4) (2021)
Elizabeth Newman, Lars Ruthotto, Joseph L. Hart, Bart G. van Bloemen Waanders
Train Like a (Var)Pro: Efficient Training of Neural Networks with Variable Projection. SIAM J. Math. Data Sci. 3 (4) (2021)
Steven Gilmore, Joseph L. Hart, Justen Geddes, Christian Haargaard Olsen, Jesper Mehlsen, Pierre-Alain Gremaud, Mette S. Olufsen
Classification of orthostatic intolerance through data analytics. Medical Biol. Eng. Comput. 59 (3) (2021)
Joseph L. Hart, Bart G. van Bloemen Waanders
Enabling and interpreting hyper-differential sensitivity analysis for Bayesian inverse problems. CoRR (2021)
Arvind K. Saibaba, Joseph L. Hart, Bart G. van Bloemen Waanders
Randomized Algorithms for Generalized Singular Value Decomposition with Application to Sensitivity Analysis. CoRR (2020)
Elizabeth Newman, Lars Ruthotto, Joseph L. Hart, Bart G. van Bloemen Waanders
Train Like a (Var)Pro: Efficient Training of Neural Networks with Variable Projection. CoRR (2020)
Joseph L. Hart, Julie Bessac, Emil M. Constantinescu
Global Sensitivity Analysis for Statistical Model Parameters. SIAM/ASA J. Uncertain. Quantification 7 (1) (2019)
Joseph L. Hart, Pierre-Alain Gremaud
Robustness of the Sobol' Indices to Marginal Distribution Uncertainty. SIAM/ASA J. Uncertain. Quantification 7 (4) (2019)
Joseph L. Hart, Alen Alexanderian, Pierre-Alain Gremaud
Efficient Computation of Sobol' Indices for Stochastic Models. SIAM J. Sci. Comput. 39 (4) (2017)