Joss2submission

docs/JOSS2/paper.bib

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+@article{klishin2023data,
+  title={Data-induced interactions of sparse sensors},
+  author={Klishin, Andrei A and Kutz, J Nathan and Manohar, Krithika},
+  journal={arXiv preprint arXiv:2307.11838},
+  year={2023}
+}
+
+@article{karnik2024constrained,
+  title={Constrained optimization of sensor placement for nuclear digital twins},
+  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},
+  journal={IEEE Sensors Journal},
+  year={2024},
+  publisher={IEEE}
+}
+
+@article{klishin2025doubledescent,
+  title={Origins and mitigation of double descent in reduced order modeling},
+  author={Klishin, Andrei A and Otto, Samuel E and Kutz, J Nathan and Manohar, Krithika},
+  journal={In preparation},
+  year={2025}
+}
+
+@article{erichson2020shallow,
+  title={Shallow neural networks for fluid flow reconstruction with limited sensors},
+  author={Erichson, N Benjamin and Mathelin, Lionel and Yao, Zhewei and Brunton, Steven L and Mahoney, Michael W and Kutz, J Nathan},
+  journal={Proceedings of the Royal Society A},
+  volume={476},
+  number={2238},
+  pages={20200097},
+  year={2020},
+  publisher={The Royal Society Publishing}
+}
+
+@article{manohar2018predicting,
+  title={Predicting shim gaps in aircraft assembly with machine learning and sparse sensing},
+  author={Manohar, Krithika and Hogan, Thomas and Buttrick, Jim and Banerjee, Ashis G and Kutz, J Nathan and Brunton, Steven L},
+  journal={Journal of manufacturing systems},
+  volume={48},
+  pages={87--95},
+  year={2018},
+  publisher={Elsevier}
+}
+
+@article{alonso2010novel,
+  title={A novel strategy for radar imaging based on compressive sensing},
+  author={Alonso, Mariv{\'\i} Tello and L{\'o}pez-Dekker, Paco and Mallorqu{\'\i}, Jordi J},
+  journal={IEEE Transactions on Geoscience and Remote Sensing},
+  volume={48},
+  number={12},
+  pages={4285--4295},
+  year={2010},
+  publisher={IEEE}
+}
+
+@article{krause2008near,
+  title={Near-optimal sensor placements in Gaussian processes: Theory, efficient algorithms and empirical studies.},
+  author={Krause, Andreas and Singh, Ajit and Guestrin, Carlos},
+  journal={Journal of Machine Learning Research},
+  volume={9},
+  number={2},
+  year={2008}
+}
+
+@article{alexanderian2021optimal,
+  title={Optimal experimental design for infinite-dimensional Bayesian inverse problems governed by PDEs: A review},
+  author={Alexanderian, Alen},
+  journal={Inverse Problems},
+  volume={37},
+  number={4},
+  pages={043001},
+  year={2021},
+  publisher={IOP Publishing}
+}
+
+@article{donoho2006compressed,
+  title={Compressed sensing},
+  author={Donoho, David L},
+  journal={IEEE Transactions on information theory},
+  volume={52},
+  number={4},
+  pages={1289--1306},
+  year={2006},
+  publisher={IEEE}
+}
+
+@article{summers2015submodularity,
+  title={On submodularity and controllability in complex dynamical networks},
+  author={Summers, Tyler H and Cortesi, Fabrizio L and Lygeros, John},
+  journal={IEEE Transactions on Control of Network Systems},
+  volume={3},
+  number={1},
+  pages={91--101},
+  year={2015},
+  publisher={IEEE}
+}
+
+@article{joshi2008sensor,
+  title={Sensor selection via convex optimization},
+  author={Joshi, Siddharth and Boyd, Stephen},
+  journal={IEEE Transactions on Signal Processing},
+  volume={57},
+  number={2},
+  pages={451--462},
+  year={2008},
+  publisher={IEEE}
+}
+
+@article{de2021pysensors,
+  title={PySensors: A Python package for sparse sensor placement},
+  author={de Silva, Brian M and Manohar, Krithika and Clark, Emily and Brunton, Bingni W and Brunton, Steven L and Kutz, J Nathan},
+  journal={arXiv preprint arXiv:2102.13476},
+  year={2021}
+}
+
+@article{brunton2016sparse,
+  title={Sparse sensor placement optimization for classification},
+  author={Brunton, Bingni W and Brunton, Steven L and Proctor, Joshua L and Kutz, J Nathan},
+  journal={SIAM Journal on Applied Mathematics},
+  volume={76},
+  number={5},
+  pages={2099--2122},
+  year={2016},
+  publisher={SIAM}
+}
+
+@article{clark2020multi,
+  title={Multi-fidelity sensor selection: Greedy algorithms to place cheap and expensive sensors with cost constraints},
+  author={Clark, Emily and Brunton, Steven L and Kutz, J Nathan},
+  journal={IEEE Sensors Journal},
+  volume={21},
+  number={1},
+  pages={600--611},
+  year={2020},
+  publisher={IEEE}
+}
+
+@article{klishin2023data,
+  title={Data-induced interactions of sparse sensors},
+  author={Klishin, Andrei A and Kutz, J Nathan and Manohar, Krithika},
+  journal={arXiv preprint arXiv:2307.11838},
+  year={2023}
+}
+
+@article{baraniuk2010model,
+  title={Model-based compressive sensing},
+  author={Baraniuk, Richard G and Cevher, Volkan and Duarte, Marco F and Hegde, Chinmay},
+  journal={IEEE Transactions on information theory},
+  volume={56},
+  number={4},
+  pages={1982--2001},
+  year={2010},
+  publisher={IEEE}
+}
+
+@article{candes2006stable,
+  title={Stable signal recovery from incomplete and inaccurate measurements},
+  author={Candes, Emmanuel J and Romberg, Justin K and Tao, Terence},
+  journal={Communications on Pure and Applied Mathematics: A Journal Issued by the Courant Institute of Mathematical Sciences},
+  volume={59},
+  number={8},
+  pages={1207--1223},
+  year={2006},
+  publisher={Wiley Online Library}
+}
+
+@article{schmid2010dynamic,
+  title={Dynamic mode decomposition of numerical and experimental data},
+  author={Schmid, Peter J},
+  journal={Journal of fluid mechanics},
+  volume={656},
+  pages={5--28},
+  year={2010},
+  publisher={Cambridge University Press}
+}
+
+@article{barrault2004empirical,
+  title={An ‘empirical interpolation’method: application to efficient reduced-basis discretization of partial differential equations},
+  author={Barrault, Maxime and Maday, Yvon and Nguyen, Ngoc Cuong and Patera, Anthony T},
+  journal={Comptes Rendus Mathematique},
+  volume={339},
+  number={9},
+  pages={667--672},
+  year={2004},
+  publisher={Elsevier}
+}
+
+@article{chaturantabut2010nonlinear,
+  title={Nonlinear model reduction via discrete empirical interpolation},
+  author={Chaturantabut, Saifon and Sorensen, Danny C},
+  journal={SIAM Journal on Scientific Computing},
+  volume={32},
+  number={5},
+  pages={2737--2764},
+  year={2010},
+  publisher={SIAM}
+}
+
+@article{drmac2016new,
+  title={A new selection operator for the discrete empirical interpolation method---improved a priori error bound and extensions},
+  author={Drmac, Zlatko and Gugercin, Serkan},
+  journal={SIAM Journal on Scientific Computing},
+  volume={38},
+  number={2},
+  pages={A631--A648},
+  year={2016},
+  publisher={SIAM}
+}
+
+@article{manohar2018data,
+  title={Data-driven sparse sensor placement for reconstruction: Demonstrating the benefits of exploiting known patterns},
+  author={Manohar, Krithika and Brunton, Bingni W and Kutz, J Nathan and Brunton, Steven L},
+  journal={IEEE Control Systems Magazine},
+  volume={38},
+  number={3},
+  pages={63--86},
+  year={2018},
+  publisher={IEEE}
+}
+
+@article{manohar2021optimal,
+  title={Optimal sensor and actuator selection using balanced model reduction},
+  author={Manohar, Krithika and Kutz, J Nathan and Brunton, Steven L},
+  journal={IEEE Transactions on Automatic Control},
+  volume={67},
+  number={4},
+  pages={2108--2115},
+  year={2021},
+  publisher={IEEE}
+}