Concepedia

Jerrad Hampton

JH

9

Publications

882

Citations

9

H-Index

2014

Active since

Affiliations

University of Colorado Boulder(Current)

Jerrad Hampton is an author at University of Colorado Boulder specializing in engineering, approximation theory, and numerical analysis.

Top concepts

EngineeringNumerical AnalysisApproximation TheoryInverse ProblemsStatisticsEstimation TheoryCompressive SensingStatistical InferenceUncertainty QuantificationSystems Engineering

Publications per year

2014–2020

9

Publications

9

Compressive sampling of polynomial chaos expansions: Convergence analysis and sampling strategies

Jerrad Hampton, Alireza Doostan · Journal of Computational Physics · 2014 · 218 citations · Full text

Numerical Analysis, Sampling (Signal Processing), Engineering +8

A weighted -minimization approach for sparse polynomial chaos expansions

Ji Peng, Jerrad Hampton, Alireza Doostan · Journal of Computational Physics · 2014 · 186 citations · Full text

Numerical Analysis, Engineering, Perturbation Method +4

Coherence motivated sampling and convergence analysis of least squares polynomial Chaos regression

Jerrad Hampton, Alireza Doostan · Computer Methods in Applied Mechanics and Engineering · 2015 · 132 citations · Full text

Engineering, Chaos Theory, High-dimensional Chaos +5

Sparse polynomial chaos expansions via compressed sensing and D-optimal design

Paul Diaz, Alireza Doostan, Jerrad Hampton · Computer Methods in Applied Mechanics and Engineering · 2018 · 110 citations · Full text

Numerical Analysis, Sparse Representation, Engineering +7

On polynomial chaos expansion via gradient-enhanced ℓ1-minimization

Ji Peng, Jerrad Hampton, Alireza Doostan · Journal of Computational Physics · 2016 · 73 citations · Full text

Numerical Analysis, Polynomial Chaos Expansion, Chaos Theory

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