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Liqian Peng
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2020 – today
- 2021
- [j5]Zhe Bai
, Liqian Peng:
Non-intrusive nonlinear model reduction via machine learning approximations to low-dimensional operators. Adv. Model. Simul. Eng. Sci. 8(1): 28 (2021) - [i2]Zhe Bai, Liqian Peng:
Non-intrusive Nonlinear Model Reduction via Machine Learning Approximations to Low-dimensional Operators. CoRR abs/2106.09658 (2021)
2010 – 2019
- 2019
- [j4]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: 105-124 (2019) - 2018
- [i1]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 abs/1812.01177 (2018) - 2016
- [j3]Liqian Peng, Kamran Mohseni:
Symplectic Model Reduction of Hamiltonian Systems. SIAM J. Sci. Comput. 38(1) (2016) - [c6]Liqian Peng, Kamran Mohseni:
Geometric model reduction of forced and dissipative Hamiltonian systems. CDC 2016: 7465-7470 - 2015
- [c5]Liqian Peng, Kamran Mohseni:
A localized symplectic model reduction technique for parameterized Hamiltonian systems. ACC 2015: 5545-5550 - [c4]Liqian Peng, Matthew Silic, Kamran Mohseni:
A DDDAS Plume Monitoring System with Reduced Kalman Filter1. ICCS 2015: 2533-2542 - 2014
- [j2]Liqian Peng, Doug Lipinski, Kamran Mohseni:
Dynamic Data Driven Application System for Plume Estimation Using UAVs. J. Intell. Robotic Syst. 74(1-2): 421-436 (2014) - [j1]Liqian Peng, Kamran Mohseni:
An Online Manifold Learning Approach for Model Reduction of Dynamical Systems. SIAM J. Numer. Anal. 52(4): 1928-1952 (2014) - [c3]Isaac J. Sledge, Liqian Peng, Kamran Mohseni:
An Empirical Reduced Modeling Approach for Mobile, Distributed Sensor Platform Networks. DyDESS 2014: 195-204 - 2013
- [c2]Bobby Hodgkinson, Doug Lipinski, Liqian Peng, Kamran Mohseni:
Cooperative control using data-driven feedback for mobile sensors. ICRA 2013: 772-777 - 2012
- [c1]Bobby Hodgkinson, Doug Lipinski, Liqian Peng, Kamran Mohseni:
High Resolution Atmospheric Sensing Using UAVs. DARS 2012: 31-45
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