Nicole Aretz-Nellesen

According to our database, Nicole Aretz-Nellesen authored at least 8 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Nested operator inference for adaptive data-driven learning of reduced-order models.

Nicole Aretz, Karen Willcox

Adv. Comput. Math., August, 2026

Multifidelity Proper Orthogonal Decomposition.

Nicole Aretz, Karen Willcox

CoRR, May, 2026

2025

Optimal Experimental Design of a Moving Sensor for Linear Bayesian Inverse Problems.

Nicole Aretz, Thomas Lynn, Karen Willcox, Sven Leyffer

CoRR, September, 2025

2024

A greedy sensor selection algorithm for hyperparameterized linear Bayesian inverse problems with correlated noise models.

Nicole Aretz, Peng Chen, Denise Degen, Karen Veroy

J. Comput. Phys., February, 2024

Enforcing structure in data-driven reduced modeling through nested Operator Inference.

Nicole Aretz, Karen Willcox

Proceedings of the 63rd IEEE Conference on Decision and Control, 2024

2023

A Greedy Sensor Selection Algorithm for Hyperparameterized Linear Bayesian Inverse Problems.

Nicole Aretz, Peng Chen, Denise Degen, Karen Veroy

CoRR, 2023

2019

3D-VAR for parameterized partial differential equations: a certified reduced basis approach.

Nicole Aretz-Nellesen, Martin A. Grepl, Karen Veroy

Adv. Comput. Math., 2019

A Sequential Sensor Selection Strategy for Hyper-Parameterized Linear Bayesian Inverse Problems.

Nicole Aretz-Nellesen, Peng Chen, Martin A. Grepl, Karen Veroy

Proceedings of the Numerical Mathematics and Advanced Applications ENUMATH 2019 - European Conference, Egmond aan Zee, The Netherlands, September 30, 2019