| Data-driven sparse sensor placement for reconstruction: Demonstrating the benefits of exploiting known patterns K Manohar, BW Brunton, JN Kutz, SL Brunton IEEE Control Systems Magazine 38 (3), 63-86, 2018 | 115 | 2018 |
| Sparse principal component analysis via variable projection NB Erichson, P Zheng, K Manohar, SL Brunton, JN Kutz, AY Aravkin SIAM Journal on Applied Mathematics 80 (2), 977-1002, 2020 | 42 | 2020 |
| Randomized CP tensor decomposition NB Erichson, K Manohar, SL Brunton, JN Kutz Machine Learning: Science and Technology 1 (2), 025012, 2020 | 31 | 2020 |
| Predicting shim gaps in aircraft assembly with machine learning and sparse sensing K Manohar, T Hogan, J Buttrick, AG Banerjee, JN Kutz, SL Brunton Journal of Manufacturing Systems, 2018 | 26 | 2018 |
| Sparse-TDA: Sparse realization of topological data analysis for multi-way classification W Guo, K Manohar, SL Brunton, AG Banerjee IEEE Transactions on Knowledge and Data Engineering 30 (7), 1403-1408, 2018 | 21 | 2018 |
| Environment identification in flight using sparse approximation of wing strain K Manohar, SL Brunton, JN Kutz Journal of Fluids and Structures 70, 162-180, 2017 | 20 | 2017 |
| Optimized sampling for multiscale dynamics K Manohar, E Kaiser, SL Brunton, JN Kutz Multiscale Modeling & Simulation 17 (1), 117-136, 2019 | 19 | 2019 |
| Optimal sensor and actuator placement using balanced model reduction K Manohar, JN Kutz, SL Brunton arXiv preprint arXiv:1812.01574, 2018 | 10 | 2018 |
| Optimal sensor and actuator selection using balanced model reduction K Manohar, JN Kutz, SL Brunton arXiv preprint arXiv:1812.01574, 2018 | 5 | 2018 |
| Kernel analog forecasting: Multiscale test problems D Burov, D Giannakis, K Manohar, A Stuart arXiv preprint arXiv:2005.06623, 2020 | 3 | 2020 |
| Greedy Sensor and Actuator Placement Using Balanced Model Reduction K Manohar, JN Kutz, S Brunton Bulletin of the American Physical Society 63, 2018 | 1 | 2018 |
| Data-Driven Sensor Placement Methods K Manohar | 1 | 2018 |
| PySensors: A Python package for sparse sensor placement BM de Silva, K Manohar, E Clark, BW Brunton, SL Brunton, JN Kutz arXiv preprint arXiv:2102.13476, 2021 | | 2021 |
| Data-Driven Aerospace Engineering: Reframing the Industry with Machine Learning SL Brunton, JN Kutz, K Manohar, AY Aravkin, K Morgansen, J Klemisch, ... arXiv preprint arXiv:2008.10740, 2020 | | 2020 |
| Optimal sensor and actuator placement using model reduction K Manohar, JN Kutz, S Brunton APS Division of Fluid Dynamics Meeting Abstracts, H26. 001, 2019 | | 2019 |
| Data-driven sensor placement from coherent fluid structures K Manohar, E Kaiser, BW Brunton, JN Kutz, SL Brunton APS Division of Fluid Dynamics Meeting Abstracts, G1. 007, 2017 | | 2017 |
| Sensor Placement in Multiscale Phenomena using Multi-Resolution Dynamic Mode Decomposition K Manohar, E Kaiser, SL Brunton, JN Kutz APS Division of Fluid Dynamics Meeting Abstracts, L8. 008, 2016 | | 2016 |
| Sparse Sensing of Aerodynamic Loads on Insect Wings K Manohar, S Brunton, JN Kutz APS Division of Fluid Dynamics Meeting Abstracts, L27. 003, 2015 | | 2015 |
Steven L. BruntonAssociate Professor, University of WashingtonVerified email at uw.edu
