| 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 | 325 | 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 | 130 | 2020 |
| Data-driven aerospace engineering: reframing the industry with machine learning SL Brunton, J Nathan Kutz, K Manohar, AY Aravkin, K Morgansen, ... AIAA Journal 59 (8), 2820-2847, 2021 | 98 | 2021 |
| Optimal sensor and actuator selection using balanced model reduction K Manohar, JN Kutz, SL Brunton IEEE Transactions on Automatic Control, 2021 | 70* | 2021 |
| 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 | 61 | 2018 |
| Randomized CP tensor decomposition NB Erichson, K Manohar, SL Brunton, JN Kutz Machine Learning: Science and Technology 1 (2), 025012, 2020 | 50 | 2020 |
| Optimized sampling for multiscale dynamics K Manohar, E Kaiser, SL Brunton, JN Kutz Multiscale Modeling & Simulation 17 (1), 117-136, 2019 | 41 | 2019 |
| 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 | 32 | 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 | 25 | 2017 |
| Kernel analog forecasting: Multiscale test problems D Burov, D Giannakis, K Manohar, A Stuart Multiscale Modeling & Simulation 19 (2), 1011-1040, 2021 | 20 | 2021 |
| 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 | 9 | 2021 |
| Self-similarity for statistical properties in low-order representations of a large-scale turbulent round jet based on the proper orthogonal decomposition R Kapulla, KH Manohar, S Paranjape, D Paladino Experimental Thermal and Fluid Science 123, 110320, 2021 | 6 | 2021 |
| Ultrasensitive Capacitive Sensor Composed of Nanostructured Electrodes for Human–Machine Interface T Li, V Sakthivelpathi, Z Qian, SJ Kahng, S Ahn, AB Dichiara, K Manohar, ... Advanced Materials Technologies 7 (10), 2101704, 2022 | 3 | 2022 |
| Data-Driven Sensor Placement Methods K Manohar | 3 | 2018 |
| Optimal Sparse Sensor Placement with Adaptive Constraints for Nuclear Digital Twins N Karnik, M Abdo, K Manohar Bulletin of the American Physical Society, 2022 | 1 | 2022 |
| 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 for Nuclear Reactor Transient Analyses in Digital Twins N Karnik, K Manohar, M Abdo Bulletin of the American Physical Society, 2023 | | 2023 |
| Data-Induced Interactions of Sparse Sensors AA Klishin, JN Kutz, K Manohar arXiv preprint arXiv:2307.11838, 2023 | | 2023 |
| Optimal Sensor Placement with Adaptive Constraints for Nuclear Digital Twins N Karnik, MG Abdo, CEE Perez, JS Yoo, JJ Cogliati, RS Skifton, ... arXiv preprint arXiv:2306.13637, 2023 | | 2023 |
| Ultrasensitive Capacitive Sensor Composed of Nanostructured Electrodes for Human–Machine Interface (Adv. Mater. Technol. 10/2022) T Li, V Sakthivelpathi, Z Qian, SJ Kahng, S Ahn, AB Dichiara, K Manohar, ... Advanced Materials Technologies 7 (10), 2270061, 2022 | | 2022 |
Steven L. BruntonProfessor, University of WashingtonVerified email at uw.edu
