Concepedia

Anthony Gruber

AG

6

Publications

145

Citations

6

H-Index

2019

Active since

Affiliations

University of South Carolina(Current)

Florida State University

Sandia National Laboratories

The University of Texas at Austin

Anthony Gruber is an author at University of South Carolina specializing in engineering, computer science, and reduced order modeling.

Top concepts

EngineeringComputer ScienceReduced Order ModelingStatisticsData ScienceSpectral TheoryMachine LearningFunctional AnalysisMonte Carlo MethodsOperations Research

Publications per year

2019–2023

6

Publications

6

A comparison of neural network architectures for data-driven reduced-order modeling

Anthony Gruber, Max Gunzburger, Lili Ju et al. · Computer Methods in Applied Mechanics and Engineering · 2022 · 72 citations · Full text

Model Optimization, Reduced Order Modeling, Engineering +8

Canonical and noncanonical Hamiltonian operator inference

Anthony Gruber, Irina Tezaur · Computer Methods in Applied Mechanics and Engineering · 2023 · 21 citations · Full text

Spectral Theory, Hamiltonian Theory, Engineering +2

On the variation of curvature functionals in a space form with application to a generalized Willmore energy

Anthony Gruber, Magdalena Toda, Hung Tran · Annals of Global Analysis and Geometry · 2019 · 17 citations · Full text

A Multifidelity Monte Carlo Method for Realistic Computational Budgets

Anthony Gruber, Max Gunzburger, Lili Ju et al. · Journal of Scientific Computing · 2022 · 13 citations

Engineering, Uncertainty Quantification, Monte Carlo +8

Energetically consistent model reduction for metriplectic systems

Anthony Gruber, Max Gunzburger, Lili Ju et al. · Computer Methods in Applied Mechanics and Engineering · 2022 · 11 citations · Full text

Reduced Order Modeling, Consistent Model Reduction, Engineering +4

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