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title={Data-induced interactions of sparse sensors},
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author={Klishin, Andrei A and Kutz, J Nathan and Manohar, Krithika},
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journal={arXiv preprint arXiv:2307.11838},
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year={2023}
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year={2023},
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doi={10.48550/arXiv.2307.11838}
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}
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@article{karnik2024constrained,
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title={Constrained optimization of sensor placement for nuclear digital twins},
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author={Karnik, Niharika and Abdo, Mohammad G and Estrada-Perez, Carlos E and Yoo, Jun Soo and Cogliati, Joshua J and Skifton, Richard S and Calderoni, Pattrick and Brunton, Steven L and Manohar, Krithika},
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journal={IEEE Sensors Journal},
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year={2024},
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publisher={IEEE}
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}
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@article{klishin2025doubledescent,
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title={Origins and mitigation of double descent in reduced order modeling},
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author={Klishin, Andrei A and Otto, Samuel E and Kutz, J Nathan and Manohar, Krithika},
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journal={In preparation},
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year={2025}
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publisher={IEEE},
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doi={10.1109/JSEN.2024.3368875}
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}
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@article{erichson2020shallow,
@@ -28,7 +23,8 @@ @article{erichson2020shallow
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number={2238},
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pages={20200097},
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year={2020},
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publisher={The Royal Society Publishing}
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publisher={The Royal Society Publishing},
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doi={10.1098/rspa.2020.0097}
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}
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@article{manohar2018predicting,
@@ -38,7 +34,8 @@ @article{manohar2018predicting
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volume={48},
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pages={87--95},
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year={2018},
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publisher={Elsevier}
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publisher={Elsevier},
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doi={10.1016/j.jmsy.2018.01.011}
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}
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@article{alonso2010novel,
@@ -49,7 +46,8 @@ @article{alonso2010novel
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number={12},
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pages={4285--4295},
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year={2010},
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publisher={IEEE}
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publisher={IEEE},
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doi={10.1109/TGRS.2010.2051231}
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}
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@article{krause2008near,
@@ -58,18 +56,8 @@ @article{krause2008near
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journal={Journal of Machine Learning Research},
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@article{alexanderian2021optimal,
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}
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@article{donoho2006compressed,
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number={4},
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pages={1289--1306},
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year={2006},
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publisher={IEEE}
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}
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title={On submodularity and controllability in complex dynamical networks},
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author={Summers, Tyler H and Cortesi, Fabrizio L and Lygeros, John},
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journal={IEEE Transactions on Control of Network Systems},
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volume={3},
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number={1},
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pages={91--101},
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year={2015},
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publisher={IEEE}
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}
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title={Sensor selection via convex optimization},
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author={Joshi, Siddharth and Boyd, Stephen},
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journal={IEEE Transactions on Signal Processing},
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volume={57},
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number={2},
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pages={451--462},
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year={2008},
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publisher={IEEE}
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@article{de2021pysensors,
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title={PySensors: A Python package for sparse sensor placement},
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author={de Silva, Brian M and Manohar, Krithika and Clark, Emily and Brunton, Bingni W and Brunton, Steven L and Kutz, J Nathan},
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journal={arXiv preprint arXiv:2102.13476},
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year={2021}
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url={https://doi.org/10.21105/joss.02828},
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year={2021},
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publisher={The Open Journal},
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volume={6},
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number={58},
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pages={2828},
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author={de Silva, Brian M. and Manohar, Krithika and Clark, Emily and Brunton, Bingni W. and Kutz, J. Nathan and Brunton, Steven L.},
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title={PySensors: A Python package for sparse sensor placement},
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journal={Journal of Open Source Software},
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doi={10.21105/joss.02828}
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}
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@article{brunton2016sparse,
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number={5},
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pages={2099--2122},
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year={2016},
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publisher={SIAM}
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publisher={SIAM},
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doi={10.1137/15M1036713}
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}
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@article{clark2020multi,
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number={1},
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pages={600--611},
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year={2020},
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publisher={IEEE}
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}
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@article{klishin2023data,
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title={Data-induced interactions of sparse sensors},
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author={Klishin, Andrei A and Kutz, J Nathan and Manohar, Krithika},
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journal={arXiv preprint arXiv:2307.11838},
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year={2023}
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title={Stable signal recovery from incomplete and inaccurate measurements},
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title={An ‘empirical interpolation’method: application to efficient reduced-basis discretization of partial differential equations},
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author={Barrault, Maxime and Maday, Yvon and Nguyen, Ngoc Cuong and Patera, Anthony T},
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title={Nonlinear model reduction via discrete empirical interpolation},
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author={Chaturantabut, Saifon and Sorensen, Danny C},
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journal={SIAM Journal on Scientific Computing},
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@article{drmac2016new,
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title={A new selection operator for the discrete empirical interpolation method---improved a priori error bound and extensions},
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author={Drmac, Zlatko and Gugercin, Serkan},
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journal={SIAM Journal on Scientific Computing},
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@article{manohar2018data,
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number={3},
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pages={63--86},
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year={2018},
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publisher={IEEE}
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@article{manohar2021optimal,
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title={Optimal sensor and actuator selection using balanced model reduction},
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author={Manohar, Krithika and Kutz, J Nathan and Brunton, Steven L},
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journal={IEEE Transactions on Automatic Control},
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pages={2108--2115},
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year={2021},
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publisher={IEEE}
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@article{klise2017sensor,
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title={Sensor placement optimization using Chama},
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author={Klise, Katherine A and Nicholson, Bethany and Laird, Carl D},
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@inproceedings{narayanan2020toolkit,
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title={A toolkit for spatial interpolation and sensor placement},
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author={Narayanan, S Deepak and Patel, Zeel B and Agnihotri, Apoorv and Batra, Nipun},
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booktitle={Proceedings of the 18th Conference on Embedded Networked Sensor Systems},
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pages={653--654},
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year={2020},
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doi={10.1145/3384419.3430407},
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@article{yi2011optimal,
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author = {Yi, Ting-Hua and Li, Hong-Nan and Gu, Ming},
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title = {Optimal sensor placement for structural health monitoring based on multiple optimization strategies},
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journal = {The Structural Design of Tall and Special Buildings},
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volume = {20},
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number = {7},
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pages = {881-900},
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keywords = {structural health monitoring (SHM), optimal sensor placement (OSP), modal assurance criterion (MAC), matlab toolbox, Guangzhou New TV Tower (GNTVT)},
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