Liqian Peng

According to our database1, Liqian Peng authored at least 11 papers between 2012 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

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Bibliography

2021
Non-intrusive nonlinear model reduction via machine learning approximations to low-dimensional operators.
Adv. Model. Simul. Eng. Sci., 2021

2019
Recovering missing CFD data for high-order discretizations using deep neural networks and dynamics learning.
J. Comput. Phys., 2019

2016
Symplectic Model Reduction of Hamiltonian Systems.
SIAM J. Sci. Comput., 2016

Geometric model reduction of forced and dissipative Hamiltonian systems.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

2015
A DDDAS Plume Monitoring System with Reduced Kalman Filter<sup>1</sup>.
Proceedings of the International Conference on Computational Science, 2015

A localized symplectic model reduction technique for parameterized Hamiltonian systems.
Proceedings of the American Control Conference, 2015

2014
An Online Manifold Learning Approach for Model Reduction of Dynamical Systems.
SIAM J. Numer. Anal., 2014

Dynamic Data Driven Application System for Plume Estimation Using UAVs.
J. Intell. Robotic Syst., 2014

An Empirical Reduced Modeling Approach for Mobile, Distributed Sensor Platform Networks.
Proceedings of the Dynamic Data-Driven Environmental Systems Science, 2014

2013
Cooperative control using data-driven feedback for mobile sensors.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

2012
High Resolution Atmospheric Sensing Using UAVs.
Proceedings of the Distributed Autonomous Robotic Systems, 2012


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