Global sensitivity analysis by polynomial dimensional decomposition. - Sharif Rahman (Reliab. Eng. Syst. Saf., 2011)

Uncertainty Quantification by Alternative Decompositions of Multivariate Functions. - Sharif Rahman (SIAM J. Sci. Comput., 2013)

A Generalized ANOVA Dimensional Decomposition for Dependent Probability Measures. - Sharif Rahman (SIAM/ASA J. Uncertain. Quantification, 2014)

Approximation errors in truncated dimensional decompositions. - Sharif Rahman (Math. Comput., 2014)

The f-Sensitivity Index. - Sharif Rahman (SIAM/ASA J. Uncertain. Quantification, 2016)

A surrogate method for density-based global sensitivity analysis. - Sharif Rahman (Reliab. Eng. Syst. Saf., 2016)

Mathematical Properties of Polynomial Dimensional Decomposition. - Sharif Rahman (SIAM/ASA J. Uncertain. Quantification, 2018)

Dimensionwise multivariate orthogonal polynomials in general probability spaces. - Sharif Rahman (Appl. Math. Comput., 2019)

A Spline Chaos Expansion. - Sharif Rahman (SIAM/ASA J. Uncertain. Quantification, 2020)

A Spline Dimensional Decomposition for Uncertainty Quantification in High Dimensions. - Sharif Rahman; Ramin Jahanbin (SIAM/ASA J. Uncertain. Quantification, 2022)

A Deep Semi-Supervised Learning Approach for Seismic Reflectivity Inversion. - Sharif Rahman; Ahmed H. Elsheikh; Makky S. Jaya (IEEE Trans. Geosci. Remote. Sens., 2024)