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Krithika Manohar
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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
3952018
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
1592021
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
1522020
Optimal sensor and actuator selection using balanced model reduction
K Manohar, JN Kutz, SL Brunton
IEEE Transactions on Automatic Control, 2021
85*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
742018
Randomized CP tensor decomposition
NB Erichson, K Manohar, SL Brunton, JN Kutz
Machine Learning: Science and Technology 1 (2), 025012, 2020
612020
Optimized sampling for multiscale dynamics
K Manohar, E Kaiser, SL Brunton, JN Kutz
Multiscale Modeling & Simulation 17 (1), 117-136, 2019
452019
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
372018
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
272017
Kernel analog forecasting: Multiscale test problems
D Burov, D Giannakis, K Manohar, A Stuart
Multiscale Modeling & Simulation 19 (2), 1011-1040, 2021
252021
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
162021
Data-driven sparse sensor placement
K Manohar, BW Brunton, JN Kutz, SL Brunton
arXiv preprint arXiv:1701.07569, 2017
102017
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
82021
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
62022
Distinct platelet F-actin patterns and traction forces on von Willebrand factor versus fibrinogen
MY Mollica, KM Beussman, A Kandasamy, LM Rodríguez, FR Morales, ...
Biophysical Journal 122 (18), 3738-3748, 2023
42023
Data-Driven Sensor Placement Methods
K Manohar
32018
Data-Induced Interactions of Sparse Sensors
AA Klishin, JN Kutz, K Manohar
arXiv preprint arXiv:2307.11838, 2023
22023
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
22023
Optimal Sparse Sensor Placement with Adaptive Constraints for Nuclear Digital Twins
N Karnik, M Abdo, K Manohar
Bulletin of the American Physical Society 67, 2022
12022
Greedy Sensor and Actuator Placement Using Balanced Model Reduction
K Manohar, JN Kutz, S Brunton
Bulletin of the American Physical Society 63, 2018
12018
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