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Journal Articles
- 2024
[j9]J. Nathan Kutz
, Steven L. Brunton, Krithika Manohar, Hod Lipson, Na Li:
AI Institute in Dynamic Systems: Developing machine learning and AI tools for scientific discovery, engineering design, and data-driven control. AI Mag. 45(1): 48-53 (2024)- 2022
- [j8]Krithika Manohar, J. Nathan Kutz, Steven L. Brunton:
Optimal Sensor and Actuator Selection Using Balanced Model Reduction. IEEE Trans. Autom. Control. 67(4): 2108-2115 (2022) - 2021
- [j7]Brian M. de Silva, Krithika Manohar, Emily Clark, Bingni W. Brunton, J. Nathan Kutz, Steven L. Brunton:
PySensors: A Python package for sparse sensor placement. J. Open Source Softw. 6(58): 2828 (2021) - [j6]Dmitry Burov, Dimitrios Giannakis, Krithika Manohar, Andrew Stuart:
Kernel Analog Forecasting: Multiscale Test Problems. Multiscale Model. Simul. 19(2): 1011-1040 (2021) - 2020
- [j5]N. Benjamin Erichson, Krithika Manohar, Steven L. Brunton, J. Nathan Kutz:
Randomized CP tensor decomposition. Mach. Learn. Sci. Technol. 1(2): 25012 (2020) - [j4]N. Benjamin Erichson, Peng Zheng, Krithika Manohar, Steven L. Brunton, J. Nathan Kutz, Aleksandr Y. Aravkin:
Sparse Principal Component Analysis via Variable Projection. SIAM J. Appl. Math. 80(2): 977-1002 (2020) - 2019
- [j3]Krithika Manohar, Eurika Kaiser, Steven L. Brunton, J. Nathan Kutz:
Optimized Sampling for Multiscale Dynamics. Multiscale Model. Simul. 17(1): 117-136 (2019) - 2018
- [j2]Wei Guo, Krithika Manohar, Steven L. Brunton, Ashis Gopal Banerjee:
Sparse-TDA: Sparse Realization of Topological Data Analysis for Multi-Way Classification. IEEE Trans. Knowl. Data Eng. 30(7): 1403-1408 (2018) - 2017
- [j1]G. Rajini, Krithika Manohar:
Risk Factors Discriminating Online Metropolitan Women Shoppers: A Behavioural Analysis. Int. J. Cyber Behav. Psychol. Learn. 7(1): 52-64 (2017)
Informal and Other Publications
- 2024
- [i11]Andrei A. Klishin, Joseph Bakarji, J. Nathan Kutz, Krithika Manohar:
Statistical Mechanics of Dynamical System Identification. CoRR abs/2403.01723 (2024) - [i10]Anand Krishnan, Xingjian Yang, Utsav Seth, Jonathan M. Jeyachandran, Jonathan Y. Ahn, Richard Gardner, Samuel F. Pedigo, Adriana Blom-Schieber, Ashis G. Banerjee, Krithika Manohar:
Data-Driven Ergonomic Risk Assessment of Complex Hand-intensive Manufacturing Processes. CoRR abs/2403.05591 (2024) - 2023
- [i9]Niharika Karnik, Mohammad G. Abdo, Carlos E. Estrada Perez, Jun Soo Yoo, Joshua J. Cogliati, Richard S. Skifton, Pattrick Calderoni, Steven L. Brunton, Krithika Manohar:
Optimal Sensor Placement with Adaptive Constraints for Nuclear Digital Twins. CoRR abs/2306.13637 (2023) - [i8]Andrei A. Klishin, J. Nathan Kutz, Krithika Manohar:
Data-Induced Interactions of Sparse Sensors. CoRR abs/2307.11838 (2023) - 2021
- [i7]Brian M. de Silva, Krithika Manohar, Emily Clark, Bingni W. Brunton, Steven L. Brunton, J. Nathan Kutz:
PySensors: A Python Package for Sparse Sensor Placement. CoRR abs/2102.13476 (2021) - 2020
- [i6]Steven L. Brunton, J. Nathan Kutz, Krithika Manohar, Aleksandr Y. Aravkin, Kristi Morgansen, Jennifer Klemisch, Nicholas Goebel, James Buttrick, Jeffrey Poskin, Agnes Blom-Schieber, Thomas A. Hogan, Darren McDonald:
Data-Driven Aerospace Engineering: Reframing the Industry with Machine Learning. CoRR abs/2008.10740 (2020) - 2018
- [i5]N. Benjamin Erichson, Peng Zeng, Krithika Manohar, Steven L. Brunton, J. Nathan Kutz, Aleksandr Y. Aravkin:
Sparse Principal Component Analysis via Variable Projection. CoRR abs/1804.00341 (2018) - [i4]Krithika Manohar, J. Nathan Kutz, Steven L. Brunton:
Optimal Sensor and Actuator Placement using Balanced Model Reduction. CoRR abs/1812.01574 (2018) - 2017
- [i3]Wei Guo, Krithika Manohar, Steven L. Brunton, Ashis Gopal Banerjee:
Sparse-TDA: Sparse Realization of Topological Data Analysis for Multi-Way Classification. CoRR abs/1701.03212 (2017) - [i2]Krithika Manohar, Bingni W. Brunton, J. Nathan Kutz, Steven L. Brunton:
Data-Driven Sparse Sensor Placement. CoRR abs/1701.07569 (2017) - [i1]N. Benjamin Erichson, Krithika Manohar, Steven L. Brunton, J. Nathan Kutz:
Randomized CP Tensor Decomposition. CoRR abs/1703.09074 (2017)
Coauthor Index
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