Benjamin Peherstorfer,Karen Willcox: search on Z-Library

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1

Optimal Approximations of Coupling in Multidisciplinary Models

Baptista, Ricardo, Marzouk, Youssef, Willcox, Karen, Peherstorfer, Benjamin

Journal:

Year:

2018

Language:

english

File:

PDF, 4.37 MB

english, 2018

2

Data-driven operator inference for nonintrusive projection-based model reduction

Peherstorfer, Benjamin, Willcox, Karen

Journal:

Computer Methods in Applied Mechanics and Engineering

Year:

2016

Language:

english

File:

PDF, 748 KB

english, 2016

3

Lift & Learn: Physics-informed machine learning for large-scale nonlinear dynamical systems

Qian, Elizabeth, Kramer, Boris, Peherstorfer, Benjamin, Willcox, Karen

Journal:

Physica D: Nonlinear Phenomena

Year:

2020

Language:

english

File:

PDF, 696 KB

english, 2020

4

Dynamic data-driven reduced-order models

Peherstorfer, Benjamin, Willcox, Karen

Journal:

Computer Methods in Applied Mechanics and Engineering

Year:

2015

Language:

english

File:

PDF, 1.90 MB

english, 2015

5

Projection-based model reduction:Formulations for physics-based machine learning

Swischuk, Renee, Mainini, Laura, Peherstorfer, Benjamin, Willcox, Karen

Journal:

Computers & Fluids

Year:

2018

Language:

english

File:

PDF, 2.86 MB

english, 2018

6

Detecting and Adapting to Parameter Changes for Reduced Models of Dynamic Data-driven Application Systems

Peherstorfer, Benjamin, Willcox, Karen

Journal:

Procedia Computer Science

Year:

2015

Language:

english

File:

PDF, 2.01 MB

english, 2015

7

Dynamic data-driven model reduction: adapting reduced models from incomplete data

Benjamin Peherstorfer,Karen Willcox

Journal:

Advanced Modeling and Simulation in Engineering Sciences

Year:

2016

Language:

english

File:

PDF, 2.58 MB

english, 2016

8

Survey of Multifidelity Methods in Uncertainty Propagation, Inference, and Optimization

Peherstorfer, Benjamin, Willcox, Karen, Gunzburger, Max

Journal:

Year:

2018

Language:

english

File:

PDF, 654 KB

english, 2018

9

Operator inference for non-intrusive model reduction of systems with non-polynomial nonlinear terms

Benner, Peter, Goyal, Pawan, Kramer, Boris, Peherstorfer, Benjamin, Willcox, Karen

Journal:

Computer Methods in Applied Mechanics and Engineering

Year:

2020

File:

PDF, 852 KB

2020

10

Optimal Model Management for Multifidelity Monte Carlo Estimation

Peherstorfer, Benjamin, Willcox, Karen, Gunzburger, Max

Journal:

SIAM Journal on Scientific Computing

Year:

2016

Language:

english

File:

PDF, 1.08 MB

english, 2016

11

Multifidelity Preconditioning of the Cross-Entropy Method for Rare Event Simulation and Failure Probability Estimation

Peherstorfer, Benjamin, Kramer, Boris, Willcox, Karen

Journal:

SIAM/ASA Journal on Uncertainty Quantification

Year:

2018

Language:

english

File:

PDF, 557 KB

english, 2018

12

Geometric Subspace Updates with Applications to Online Adaptive Nonlinear Model Reduction

Zimmermann, Ralf, Peherstorfer, Benjamin, Willcox, Karen

Journal:

SIAM Journal on Matrix Analysis and Applications

Year:

2018

Language:

english

File:

PDF, 911 KB

english, 2018

13

Multifidelity importance sampling

Peherstorfer, Benjamin, Cui, Tiangang, Marzouk, Youssef, Willcox, Karen

Journal:

Computer Methods in Applied Mechanics and Engineering

Year:

2015

Language:

english

File:

PDF, 424 KB

english, 2015

14

[American Institute of Aeronautics and Astronautics 2018 AIAA Non-Deterministic Approaches Conference - Kissimmee, Florida ()] 2018 AIAA Non-Deterministic Approaches Conference - Multifidelity Monte Carlo estimation for large-scale uncertainty propagation

Peherstorfer, Benjamin, Beran, Philip S., Willcox, Karen E.

Language:

english

File:

PDF, 1.10 MB

english

15

[American Institute of Aeronautics and Astronautics AIAA Scitech 2020 Forum - Orlando, FL ()] AIAA Scitech 2020 Forum - Multifidelity Cross-Entropy Estimation of Conditional Value-at-Risk for Risk-Averse Design Optimization

Chaudhuri, Anirban, Peherstorfer, Benjamin, Willcox, Karen

File:

PDF, 866 KB

16

Combining multiple surrogate models to accelerate failure probability estimation with expensive high-fidelity models

Peherstorfer, Benjamin, Kramer, Boris, Willcox, Karen

Journal:

Journal of Computational Physics

Year:

2017

Language:

english

File:

PDF, 876 KB

english, 2017

17

Convergence analysis of multifidelity Monte Carlo estimation

Peherstorfer, Benjamin, Gunzburger, Max, Willcox, Karen

Journal:

Numerische Mathematik

Year:

2018

Language:

english

File:

PDF, 789 KB

english, 2018

18

Online Adaptive Model Reduction for Nonlinear Systems via Low-Rank Updates

Peherstorfer, Benjamin, Willcox, Karen

Journal:

SIAM Journal on Scientific Computing

Year:

2015

Language:

english

File:

PDF, 1.67 MB

english, 2015

19

Feedback Control for Systems with Uncertain Parameters Using Online-Adaptive Reduced Models

Kramer, Boris, Peherstorfer, Benjamin, Willcox, Karen

Journal:

SIAM Journal on Applied Dynamical Systems

Year:

2017

Language:

english

File:

PDF, 2.07 MB

english, 2017

20

Localized Discrete Empirical Interpolation Method

Peherstorfer, Benjamin, Butnaru, Daniel, Willcox, Karen, Bungartz, Hans-Joachim

Journal:

SIAM Journal on Scientific Computing

Year:

2014

Language:

english

File:

PDF, 556 KB

english, 2014

21

[American Institute of Aeronautics and Astronautics 58th AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference - Grapevine, Texas ()] 58th AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference - Optimal Approximations of Coupling in Multidisciplinary Models

Baptista, Ricardo, Marzouk, Youssef, Willcox, Karen E., Peherstorfer, Benjamin

Language:

english

File:

PDF, 5.61 MB

english

22

Data-Driven Reduced Model Construction with Time-Domain Loewner Models

Peherstorfer, Benjamin, Gugercin, Serkan, Willcox, Karen

Journal:

SIAM Journal on Scientific Computing

Year:

2017

Language:

english

File:

PDF, 1.11 MB

english, 2017

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