Liqian Peng

Publication Activity (10 Years)

Years Active: 2012-2021
Publications (10 Years): 6

Top Topics

Manifold Learning

Top Venues

SIAM J. Numer. Anal.

Publications

Zhe Bai, Liqian Peng
Non-intrusive Nonlinear Model Reduction via Machine Learning Approximations to Low-dimensional Operators. CoRR (2021)
Zhe Bai, Liqian Peng
Non-intrusive nonlinear model reduction via machine learning approximations to low-dimensional operators. Adv. Model. Simul. Eng. Sci. 8 (1) (2021)
Kevin T. Carlberg, Antony Jameson, Mykel J. Kochenderfer, Jeremy Morton, Liqian Peng, Freddie D. Witherden
Recovering missing CFD data for high-order discretizations using deep neural networks and dynamics learning. J. Comput. Phys. 395 (2019)
Kevin T. Carlberg, Antony Jameson, Mykel J. Kochenderfer, Jeremy Morton, Liqian Peng, Freddie D. Witherden
Recovering missing CFD data for high-order discretizations using deep neural networks and dynamics learning. CoRR (2018)
Liqian Peng, Kamran Mohseni
Geometric model reduction of forced and dissipative Hamiltonian systems. CDC (2016)
Liqian Peng, Kamran Mohseni
Symplectic Model Reduction of Hamiltonian Systems. SIAM J. Sci. Comput. 38 (1) (2016)
Liqian Peng, Matthew Silic, Kamran Mohseni
. ICCS (2015)
Liqian Peng, Kamran Mohseni
A localized symplectic model reduction technique for parameterized Hamiltonian systems. ACC (2015)
Liqian Peng, Kamran Mohseni
An Online Manifold Learning Approach for Model Reduction of Dynamical Systems. SIAM J. Numer. Anal. 52 (4) (2014)
Isaac J. Sledge, Liqian Peng, Kamran Mohseni
An Empirical Reduced Modeling Approach for Mobile, Distributed Sensor Platform Networks. DyDESS (2014)
Liqian Peng, Doug Lipinski, Kamran Mohseni
Dynamic Data Driven Application System for Plume Estimation Using UAVs. J. Intell. Robotic Syst. 74 (1-2) (2014)
Bobby Hodgkinson, Doug Lipinski, Liqian Peng, Kamran Mohseni
Cooperative control using data-driven feedback for mobile sensors. ICRA (2013)
Bobby Hodgkinson, Doug Lipinski, Liqian Peng, Kamran Mohseni
High Resolution Atmospheric Sensing Using UAVs. DARS (2012)