Anthony Gruber

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 10

Top Topics

Function Approximation

Monte Carlo Method

Top Venues

Publications

Anthony Gruber, Kookjin Lee, Haksoo Lim, Noseong Park, Nathaniel Trask
Efficiently Parameterized Neural Metriplectic Systems. CoRR (2024)
Anthony Gruber, Irina Tezaur
Variationally consistent Hamiltonian model reduction. CoRR (2024)
Anthony Gruber, Irina Tezaur
Canonical and Noncanonical Hamiltonian Operator Inference. CoRR (2023)
Anthony Gruber, Kookjin Lee, Nathaniel Trask
Reversible and irreversible bracket-based dynamics for deep graph neural networks. NeurIPS (2023)
Anthony Gruber, Kookjin Lee, Nathaniel Trask
Reversible and irreversible bracket-based dynamics for deep graph neural networks. CoRR (2023)
Anthony Gruber, Max D. Gunzburger, Lili Ju, Zhu Wang
Energetically Consistent Model Reduction for Metriplectic Systems. CoRR (2022)
Anthony Gruber, Max D. Gunzburger, Lili Ju, Zhu Wang
A Multifidelity Monte Carlo Method for Realistic Computational Budgets. CoRR (2022)
Anthony Gruber, Max D. Gunzburger, Lili Ju, Yuankai Teng, Zhu Wang
Nonlinear Level Set Learning for Function Approximation on Sparse Data with Applications to Parametric Differential Equations. CoRR (2021)
Anthony Gruber, Max D. Gunzburger, Lili Ju, Zhu Wang
A Comparison of Neural Network Architectures for Data-Driven Reduced-Order Modeling. CoRR (2021)
Yuankai Teng, Zhu Wang, Lili Ju, Anthony Gruber, Guannan Zhang
Level set learning with pseudo-reversible neural networks for nonlinear dimension reduction in function approximation. CoRR (2021)