Krithika Manohar

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 20

Top Topics

Sparse Principal Component Analysis

Ant Colony Optimization Algorithm

Sensor Placement

Top Venues

Multiscale Model. Simul.

Mach. Learn. Sci. Technol.

Int. J. Cyber Behav. Psychol. Learn.

Publications

Andrei A. Klishin, Joseph Bakarji, J. Nathan Kutz, Krithika Manohar
Statistical Mechanics of Dynamical System Identification. CoRR (2024)
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) (2024)
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 (2024)
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 (2023)
Andrei A. Klishin, J. Nathan Kutz, Krithika Manohar
Data-Induced Interactions of Sparse Sensors. CoRR (2023)
Krithika Manohar, J. Nathan Kutz, Steven L. Brunton
Optimal Sensor and Actuator Selection Using Balanced Model Reduction. IEEE Trans. Autom. Control. 67 (4) (2022)
Dmitry Burov, Dimitrios Giannakis, Krithika Manohar, Andrew Stuart
Kernel Analog Forecasting: Multiscale Test Problems. Multiscale Model. Simul. 19 (2) (2021)
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) (2021)
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 (2021)
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) (2020)
N. Benjamin Erichson, Krithika Manohar, Steven L. Brunton, J. Nathan Kutz
Randomized CP tensor decomposition. Mach. Learn. Sci. Technol. 1 (2) (2020)
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 (2020)
Krithika Manohar, Eurika Kaiser, Steven L. Brunton, J. Nathan Kutz
Optimized Sampling for Multiscale Dynamics. Multiscale Model. Simul. 17 (1) (2019)
Krithika Manohar, J. Nathan Kutz, Steven L. Brunton
Optimal Sensor and Actuator Placement using Balanced Model Reduction. CoRR (2018)
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) (2018)
N. Benjamin Erichson, Peng Zeng, Krithika Manohar, Steven L. Brunton, J. Nathan Kutz, Aleksandr Y. Aravkin
Sparse Principal Component Analysis via Variable Projection. CoRR (2018)
N. Benjamin Erichson, Krithika Manohar, Steven L. Brunton, J. Nathan Kutz
Randomized CP Tensor Decomposition. CoRR (2017)
Krithika Manohar, Bingni W. Brunton, J. Nathan Kutz, Steven L. Brunton
Data-Driven Sparse Sensor Placement. CoRR (2017)
Wei Guo, Krithika Manohar, Steven L. Brunton, Ashis Gopal Banerjee
Sparse-TDA: Sparse Realization of Topological Data Analysis for Multi-Way Classification. CoRR (2017)
G. Rajini, Krithika Manohar
Risk Factors Discriminating Online Metropolitan Women Shoppers: A Behavioural Analysis. Int. J. Cyber Behav. Psychol. Learn. 7 (1) (2017)