Noemi Petra
University of California, Merced
H-index: 16
North America-United States
Top articles of Noemi Petra
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Democratizing Uncertainty Quantification | arXiv preprint arXiv:2402.13768 | Linus Seelinger Anne Reinarz Mikkel B Lykkegaard Amal Mohammed A Alghamdi David Aristoff | 2024/2/21 |
Point spread function approximation of high rank Hessians with locally supported non-negative integral kernels | arXiv preprint arXiv:2307.03349 | Nick Alger Tucker Hartland Noemi Petra Omar Ghattas | 2023/7/7 |
On the implementation of a quasi-Newton interior-point method for PDE-constrained optimization using finite element discretizations | Optimization Methods and Software | Cosmin G Petra Miguel Salazar De Troya Noemi Petra Youngsoo Choi Geoffrey M Oxberry | 2023/1/2 |
Hierarchical off-diagonal low-rank approximation of Hessians in inverse problems, with application to ice sheet model initialization | Inverse Problems | Tucker Hartland Georg Stadler Mauro Perego Kim Liegeois Noémi Petra | 2023/6/26 |
hIPPYlib-MUQ: A Bayesian inference software framework for integration of data with complex predictive models under uncertainty | ACM Transactions on Mathematical Software | Ki-Tae Kim Umberto Villa Matthew Parno Youssef Marzouk Omar Ghattas | 2023/6/15 |
On global normal linear approximations for nonlinear Bayesian inverse problems | Inverse Problems | Ruanui Nicholson Noémi Petra Umberto Villa Jari P Kaipio | 2023/3/17 |
Further analysis of multilevel Stein variational gradient descent with an application to the Bayesian inference of glacier ice models | arXiv preprint arXiv:2212.03366 | Terrence Alsup Tucker Hartland Benjamin Peherstorfer Noemi Petra | 2022/12/6 |
Optimal design of large-scale nonlinear Bayesian inverse problems under model uncertainty | arXiv preprint arXiv:2211.03952 | Alen Alexanderian Ruanui Nicholson Noemi Petra | 2023 |
hIPPYlib: An extensible software framework for large-scale inverse problems governed by PDEs: Part I: Deterministic inversion and linearized Bayesian inference | ACM Transactions on Mathematical Software (TOMS) | Umberto Villa Noemi Petra Omar Ghattas | 2021/4/1 |
Inversion for the Basal Sliding Coefficient Field under Uncertainty for the Humboldt Glacier. | AGU Fall Meeting Abstracts | Tucker Hartland Mauro Perego Georg Stadler Noemi Petra | 2021/12 |
Bound Constrained Partial DifferentialEquation Inverse Problem Solution by theSemi-Smooth Newton Method | Tucker Hartland Cosmin G Petra Noemi Petra Jingyi Wang | 2021/2/9 | |
Joint parameter and model dimension reduction for Bayesian ice sheet inverse problems governed by the nonlinear Stokes equations | AGU Fall Meeting Abstracts | Noemi Petra Ki-Tae Kim Tiangang Cui Benjamin Peherstorfer | 2021/12 |
Second order adjoints in optimization | Noémi Petra Ekkehard W Sachs | 2021 | |
Inversion of the Humboldt Glacier Basal Friction Coefficient Field in an Uncertain Ice Sheet Model. | Tucker Hartland Mauro Perego Noemi Petra | 2021/8/1 | |
Optimal design of large-scale Bayesian linear inverse problems under reducible model uncertainty: Good to know what you don't know | SIAM/ASA Journal on Uncertainty Quantification | Alen Alexanderian Noemi Petra Georg Stadler Isaac Sunseri | 2021 |
Hierarchical off-diagonal Hessian approximation for Bayesian inverse problems with application to the flow of the Greenland ice sheet. | Tucker Hartland Georg Stadler Mauro Perego Kim Anne J Liegeois Noemi Petra | 2021/6/1 | |
Inferring the basal sliding coefficient field for the Stokes ice sheet model under rheological uncertainty | The Cryosphere | Olalekan Babaniyi Ruanui Nicholson Umberto Villa Noémi Petra | 2021/4/9 |
On the derivation of quasi-Newton formulas for optimization in function spaces | Numerical Functional Analysis and Optimization | Radoslav G Vuchkov Cosmin G Petra Noémi Petra | 2020/7/11 |
Linearized Bayesian inference for Young’s modulus parameter field in an elastic model of slender structures | Proceedings of the Royal Society A | Soheil Fatehiboroujeni Noemi Petra Sachin Goyal | 2020/6/24 |
Statistical treatment of inverse problems constrained by differential equations-based models with stochastic terms | SIAM/ASA Journal on Uncertainty Quantification | Emil M Constantinescu Noémi Petra Julie Bessac Cosmin G Petra | 2020 |
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