Joseph L. Hart

According to our database, Joseph L. Hart authored at least 14 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Enabling Hyper-Differential Sensitivity Analysis for Ill-Posed Inverse Problems.

Joseph L. Hart, Bart G. van Bloemen Waanders

SIAM J. Sci. Comput., August, 2023

A new perspective on parameter study of optimization problems.

Alen Alexanderian, Joseph L. Hart, Mason Stevens

Appl. Math. Lett., June, 2023

Sensitivity-Driven Experimental Design to Facilitate Control of Dynamical Systems.

Joseph L. Hart, Bart G. van Bloemen Waanders, Lisa Hood, Julie Parish

J. Optim. Theory Appl., March, 2023

Solving High-Dimensional Inverse Problems with Auxiliary Uncertainty via Operator Learning with Limited Data.

Joseph L. Hart, Mamikon A. Gulian, Indu Manickam, Laura P. Swiler

CoRR, 2023

2022

Hyper-differential sensitivity analysis with respect to model discrepancy: Calibration and optimal solution updating.

Joseph L. Hart, Bart G. van Bloemen Waanders

CoRR, 2022

Hyper-differential sensitivity analysis with respect to model discrepancy: mathematics and computation.

Joseph L. Hart, Bart G. van Bloemen Waanders

CoRR, 2022

Hyper-differential sensitivity analysis for nonlinear Bayesian inverse problems.

Isaac Sunseri, Alen Alexanderian, Joseph L. Hart, Bart G. van Bloemen Waanders

CoRR, 2022

2021

Train Like a (Var)Pro: Efficient Training of Neural Networks with Variable Projection.

Elizabeth Newman, Lars Ruthotto, Joseph L. Hart, Bart G. van Bloemen Waanders

SIAM J. Math. Data Sci., 2021

Randomized algorithms for generalized singular value decomposition with application to sensitivity analysis.

Arvind K. Saibaba, Joseph L. Hart, Bart G. van Bloemen Waanders

Numer. Linear Algebra Appl., 2021

Classification of orthostatic intolerance through data analytics.

Steven Gilmore, Joseph L. Hart, Justen Geddes, Christian Haargaard Olsen, Jesper Mehlsen, Pierre-Alain Gremaud, Mette S. Olufsen

Medical Biol. Eng. Comput., 2021

Enabling and interpreting hyper-differential sensitivity analysis for Bayesian inverse problems.

Joseph L. Hart, Bart G. van Bloemen Waanders

CoRR, 2021

2019

Robustness of the Sobol' Indices to Marginal Distribution Uncertainty.

Joseph L. Hart, Pierre-Alain Gremaud

SIAM/ASA J. Uncertain. Quantification, 2019

Global Sensitivity Analysis for Statistical Model Parameters.

Joseph L. Hart, Julie Bessac, Emil M. Constantinescu

SIAM/ASA J. Uncertain. Quantification, 2019

2017

Efficient Computation of Sobol' Indices for Stochastic Models.

Joseph L. Hart, Alen Alexanderian, Pierre-Alain Gremaud

SIAM J. Sci. Comput., 2017