Krithika Manohar

Sparse Principal Component Analysis via Variable Projection

N. Benjamin Erichson, Peng Zheng, Krithika Manohar et al. · SIAM Journal on Applied Mathematics · 2020 · 149 citations · Full text

Engineering, Machine Learning, Data Science +18

Predicting shim gaps in aircraft assembly with machine learning and sparse sensing

Krithika Manohar, Thomas A. Hogan, Jim Buttrick et al. · Journal of Manufacturing Systems · 2018 · 73 citations · Full text

Environment identification in flight using sparse approximation of wing strain

Krithika Manohar, Steven L. Brunton, J. Nathan Kutz · Journal of Fluids and Structures · 2017 · 41 citations · Full text

Aeronautics, Engineering, Aerospace Engineering +9

Sparse-TDA: Sparse Realization of Topological Data Analysis for Multi-Way Classification

Wei Guo, Krithika Manohar, Steven L. Brunton et al. · IEEE Transactions on Knowledge and Data Engineering · 2018 · 36 citations

Engineering, Machine Learning, Biometrics +22

Data-Driven Aerospace Engineering: Reframing the Industry with Machine Learning

Steven L. Brunton, J. Nathan Kutz, Krithika Manohar et al. · AIAA Journal · 2021 · 28 citations · Full text

Artificial Intelligence, Model Optimization, Data-driven Optimization +14