Krithika Manohar

25 papers Journal 25
YearRankTypeTitle / Venue / Authors
2026 J jnl
OpenReservoirComputing: GPU-Accelerated Reservoir Computing in JAX.
CoRR
Jan P. Williams, Dima Tretiak, Steven L. Brunton, J. Nathan Kutz, Krithika Manohar
2026 J jnl
PySensors 2.0: A Python Package for Sparse Sensor Placement.
J. Open Source Softw.
Niharika Karnik, Yash Bhangale, Mohammad G. Abdo, Andrei A. Klishin, Joshua J. Cogliati, Bingni W. Brunton, J. Nathan Kutz, Steven L. Brunton, Krithika Manohar
2025 J jnl
Online Kernel Dynamic Mode Decomposition for Streaming Time Series Forecasting with Adaptive Windowing.
CoRR
Christopher Salazar, Krithika Manohar, Ashis G. Banerjee
2025 J jnl
PySensors 2.0: A Python Package for Sparse Sensor Placement.
CoRR
Niharika Karnik, Yash Bhangale, Mohammad G. Abdo, Andrei A. Klishin, Joshua J. Cogliati, Bingni W. Brunton, J. Nathan Kutz, Steven L. Brunton, Krithika Manohar
2024 J jnl
AI Institute in Dynamic Systems: Developing machine learning and AI tools for scientific discovery, engineering design, and data-driven control.
AI Mag.
J. Nathan Kutz, Steven L. Brunton, Krithika Manohar, Hod Lipson, Na Li
2024 J jnl
Data-Driven Ergonomic Risk Assessment of Complex Hand-intensive Manufacturing Processes.
CoRR
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
2024 J jnl
Reservoir computing for system identification and predictive control with limited data.
CoRR
Jan P. Williams, J. Nathan Kutz, Krithika Manohar
2024 J jnl
Statistical Mechanics of Dynamical System Identification.
CoRR
Andrei A. Klishin, Joseph Bakarji, J. Nathan Kutz, Krithika Manohar
2023 J jnl
Data-Induced Interactions of Sparse Sensors.
CoRR
Andrei A. Klishin, J. Nathan Kutz, Krithika Manohar
2023 J jnl
Optimal Sensor Placement with Adaptive Constraints for Nuclear Digital Twins.
CoRR
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
2022 J jnl
Optimal Sensor and Actuator Selection Using Balanced Model Reduction.
IEEE Trans. Autom. Control.
Krithika Manohar, J. Nathan Kutz, Steven L. Brunton
2021 J jnl
Kernel Analog Forecasting: Multiscale Test Problems.
Multiscale Model. Simul.
Dmitry Burov, Dimitrios Giannakis, Krithika Manohar, Andrew Stuart
2021 J jnl
PySensors: A Python Package for Sparse Sensor Placement.
CoRR
Brian M. de Silva, Krithika Manohar, Emily Clark, Bingni W. Brunton, Steven L. Brunton, J. Nathan Kutz
2021 J jnl
PySensors: A Python package for sparse sensor placement.
J. Open Source Softw.
Brian M. de Silva, Krithika Manohar, Emily Clark, Bingni W. Brunton, J. Nathan Kutz, Steven L. Brunton
2020 J jnl
Data-Driven Aerospace Engineering: Reframing the Industry with Machine Learning.
CoRR
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
2020 J jnl
Randomized CP tensor decomposition.
Mach. Learn. Sci. Technol.
N. Benjamin Erichson, Krithika Manohar, Steven L. Brunton, J. Nathan Kutz
2020 J jnl
Sparse Principal Component Analysis via Variable Projection.
SIAM J. Appl. Math.
N. Benjamin Erichson, Peng Zheng, Krithika Manohar, Steven L. Brunton, J. Nathan Kutz, Aleksandr Y. Aravkin
2019 J jnl
Optimized Sampling for Multiscale Dynamics.
Multiscale Model. Simul.
Krithika Manohar, Eurika Kaiser, Steven L. Brunton, J. Nathan Kutz
2018 J jnl
Optimal Sensor and Actuator Placement using Balanced Model Reduction.
CoRR
Krithika Manohar, J. Nathan Kutz, Steven L. Brunton
2018 J jnl
Sparse Principal Component Analysis via Variable Projection.
CoRR
N. Benjamin Erichson, Peng Zeng, Krithika Manohar, Steven L. Brunton, J. Nathan Kutz, Aleksandr Y. Aravkin
2018 J jnl
Sparse-TDA: Sparse Realization of Topological Data Analysis for Multi-Way Classification.
IEEE Trans. Knowl. Data Eng.
Wei Guo, Krithika Manohar, Steven L. Brunton, Ashis Gopal Banerjee
2017 J jnl
Data-Driven Sparse Sensor Placement.
CoRR
Krithika Manohar, Bingni W. Brunton, J. Nathan Kutz, Steven L. Brunton
2017 J jnl
Randomized CP Tensor Decomposition.
CoRR
N. Benjamin Erichson, Krithika Manohar, Steven L. Brunton, J. Nathan Kutz
2017 J jnl
Risk Factors Discriminating Online Metropolitan Women Shoppers: A Behavioural Analysis.
Int. J. Cyber Behav. Psychol. Learn.
G. Rajini, Krithika Manohar
2017 J jnl
Sparse-TDA: Sparse Realization of Topological Data Analysis for Multi-Way Classification.
CoRR
Wei Guo, Krithika Manohar, Steven L. Brunton, Ashis Gopal Banerjee