Optimization-based estimation of random distributed parameters in elliptic partial differential equations. - Jeff Borggaard; Hans-Werner van Wyk (CDC, 2012)

Using Fréchet sensitivity analysis to interrogate distributed parameters in random systems. - Jeff Borggaard; Vitor Leite Nunes; Hans-Werner van Wyk (ACC, 2013)

Power-Law Noises over General Spatial Domains and on Nonstandard Meshes. - Hans-Werner van Wyk; Max D. Gunzburger; John Burkhardt; Miroslav Stoyanov (SIAM/ASA J. Uncertain. Quantification, 2015)

A novel and accurate finite difference method for the fractional Laplacian and the fractional Poisson problem. - Siwei Duo; Hans-Werner van Wyk; Yanzhi Zhang (J. Comput. Phys., 2018)

Analysis of the Stochastic Alternating Least Squares Method for the Decomposition of Random Tensors. - Yanzhao Cao; Somak Das; Luke Oeding; Hans-Werner van Wyk (CoRR, 2020)

Adaptive Gradient Descent for Optimal Control of Parabolic Equations with Random Parameters. - Yanzhao Cao; Somak Das; Hans-Werner van Wyk (CoRR, 2021)

GeoAdaLer: Geometric Insights into Adaptive Stochastic Gradient Descent Algorithms. - Chinedu Eleh; Masuzyo Mwanza; Ekene Aguegboh; Hans-Werner van Wyk (CoRR, 2024)