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1858 results

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Part II - Machine Learning and Data Analysis
Steven L. Brunton, University of Washington, J. Nathan Kutz, University of Washington
Book: Data-Driven Science and Engineering
Published online: 15 February 2019
Print publication: 28 February 2019, pp 115-116
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5 - Clustering and Classification

from Part II - Machine Learning and Data Analysis

Steven L. Brunton, University of Washington, J. Nathan Kutz, University of Washington
Book: Data-Driven Science and Engineering
https://doi.org/10.1017/9781108380690.006
Published online: 15 February 2019
Print publication: 28 February 2019, pp 154-194
- Chapter
- Export Citation

7 - Data-Driven Dynamical Systems

from Part III - Dynamics and Control

Steven L. Brunton, University of Washington, J. Nathan Kutz, University of Washington
Book: Data-Driven Science and Engineering
https://doi.org/10.1017/9781108380690.008
Published online: 15 February 2019
Print publication: 28 February 2019, pp 229-275
- Chapter
- Export Citation

1 - Singular Value Decomposition (SVD)

from Part I - Dimensionality Reduction and Transforms

Steven L. Brunton, University of Washington, J. Nathan Kutz, University of Washington
Book: Data-Driven Science and Engineering
https://doi.org/10.1017/9781108380690.002
Published online: 15 February 2019
Print publication: 28 February 2019, pp 3-46
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- Export Citation

Frontmatter
Steven L. Brunton, University of Washington, J. Nathan Kutz, University of Washington
Book: Data-Driven Science and Engineering
Published online: 15 February 2019
Print publication: 28 February 2019, pp i-iv
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- Export Citation

8 - Linear Control Theory

from Part III - Dynamics and Control

Steven L. Brunton, University of Washington, J. Nathan Kutz, University of Washington
Book: Data-Driven Science and Engineering
https://doi.org/10.1017/9781108380690.009
Published online: 15 February 2019
Print publication: 28 February 2019, pp 276-320
- Chapter
- Export Citation

Index
Steven L. Brunton, University of Washington, J. Nathan Kutz, University of Washington
Book: Data-Driven Science and Engineering
https://doi.org/10.1017/9781108380690.016
Published online: 15 February 2019
Print publication: 28 February 2019, pp 471-472
- Chapter
- Export Citation

Glossary
Steven L. Brunton, University of Washington, J. Nathan Kutz, University of Washington
Book: Data-Driven Science and Engineering
https://doi.org/10.1017/9781108380690.014
Published online: 15 February 2019
Print publication: 28 February 2019, pp 436-442
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Part IV - Reduced Order Models
Steven L. Brunton, University of Washington, J. Nathan Kutz, University of Washington
Book: Data-Driven Science and Engineering
Published online: 15 February 2019
Print publication: 28 February 2019, pp 373-374
- Chapter
- Export Citation

Part I - Dimensionality Reduction and Transforms
Steven L. Brunton, University of Washington, J. Nathan Kutz, University of Washington
Book: Data-Driven Science and Engineering
Published online: 15 February 2019
Print publication: 28 February 2019, pp 1-2
- Chapter
- Export Citation

11 - Reduced Order Models (ROMs)

from Part IV - Reduced Order Models

Steven L. Brunton, University of Washington, J. Nathan Kutz, University of Washington
Book: Data-Driven Science and Engineering
https://doi.org/10.1017/9781108380690.012
Published online: 15 February 2019
Print publication: 28 February 2019, pp 375-402
- Chapter
- Export Citation

Part III - Dynamics and Control
Steven L. Brunton, University of Washington, J. Nathan Kutz, University of Washington
Book: Data-Driven Science and Engineering
Published online: 15 February 2019
Print publication: 28 February 2019, pp 227-228
- Chapter
- Export Citation

3 - Sparsity and Compressed Sensing

from Part I - Dimensionality Reduction and Transforms

Steven L. Brunton, University of Washington, J. Nathan Kutz, University of Washington
Book: Data-Driven Science and Engineering
https://doi.org/10.1017/9781108380690.004
Published online: 15 February 2019
Print publication: 28 February 2019, pp 84-114
- Chapter
- Export Citation

12 - Interpolation for Parametric ROMs

from Part IV - Reduced Order Models

Steven L. Brunton, University of Washington, J. Nathan Kutz, University of Washington
Book: Data-Driven Science and Engineering
https://doi.org/10.1017/9781108380690.013
Published online: 15 February 2019
Print publication: 28 February 2019, pp 403-435
- Chapter
- Export Citation

6 - Neural Networks and Deep Learning

from Part II - Machine Learning and Data Analysis

Steven L. Brunton, University of Washington, J. Nathan Kutz, University of Washington
Book: Data-Driven Science and Engineering
https://doi.org/10.1017/9781108380690.007
Published online: 15 February 2019
Print publication: 28 February 2019, pp 195-226
- Chapter
- Export Citation

Bibliography
Steven L. Brunton, University of Washington, J. Nathan Kutz, University of Washington
Book: Data-Driven Science and Engineering
https://doi.org/10.1017/9781108380690.015
Published online: 15 February 2019
Print publication: 28 February 2019, pp 443-470
- Chapter
- Export Citation

10 - Data-Driven Control

from Part III - Dynamics and Control

Steven L. Brunton, University of Washington, J. Nathan Kutz, University of Washington
Book: Data-Driven Science and Engineering
https://doi.org/10.1017/9781108380690.011
Published online: 15 February 2019
Print publication: 28 February 2019, pp 345-372
- Chapter
- Export Citation

2 - Fourier and Wavelet Transforms

from Part I - Dimensionality Reduction and Transforms

Steven L. Brunton, University of Washington, J. Nathan Kutz, University of Washington
Book: Data-Driven Science and Engineering
https://doi.org/10.1017/9781108380690.003
Published online: 15 February 2019
Print publication: 28 February 2019, pp 47-83
- Chapter
- Export Citation

4 - Regression and Model Selection

from Part II - Machine Learning and Data Analysis

Steven L. Brunton, University of Washington, J. Nathan Kutz, University of Washington
Book: Data-Driven Science and Engineering
https://doi.org/10.1017/9781108380690.005
Published online: 15 February 2019
Print publication: 28 February 2019, pp 117-153
- Chapter
- Export Citation

9 - Balanced Models for Control

from Part III - Dynamics and Control

Steven L. Brunton, University of Washington, J. Nathan Kutz, University of Washington
Book: Data-Driven Science and Engineering
https://doi.org/10.1017/9781108380690.010
Published online: 15 February 2019
Print publication: 28 February 2019, pp 321-344
- Chapter
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