Nan Chen

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 10

Top Topics

Parameter Estimation

Partial Observations

Complex Systems

Top Venues

J. Comput. Phys.

SIAM/ASA J. Uncertain. Quantification

Comput. Phys. Commun.

Publications

Chuanqi Chen, Nan Chen, Jin-Long Wu
CGNSDE: Conditional Gaussian neural stochastic differential equation for modeling complex systems and data assimilation. Comput. Phys. Commun. 304 (2024)
Changhong Mou, Nan Chen, Traian Iliescu
An efficient data-driven multiscale stochastic reduced order modeling framework for complex systems. J. Comput. Phys. 493 (2023)
Nan Chen, Andrew J. Majda
Efficient nonlinear optimal smoothing and sampling algorithms for complex turbulent nonlinear dynamical systems with partial observations. J. Comput. Phys. 410 (2020)
Nan Chen
Learning nonlinear turbulent dynamics from partial observations via analytically solvable conditional statistics. J. Comput. Phys. 418 (2020)
Nan Chen, Andrew J. Majda
A new efficient parameter estimation algorithm for high-dimensional complex nonlinear turbulent dynamical systems with partial observations. J. Comput. Phys. 397 (2019)
Nan Chen, Andrew J. Majda, Xin T. Tong
Rigorous Analysis for Efficient Statistically Accurate Algorithms for Solving Fokker-Planck Equations in Large Dimensions. SIAM/ASA J. Uncertain. Quantification 6 (3) (2018)
Nan Chen, Andrew J. Majda
Efficient statistically accurate algorithms for the Fokker-Planck equation in large dimensions. J. Comput. Phys. 354 (2018)
Nan Chen, Andrew J. Majda
Conditional Gaussian Systems for Multiscale Nonlinear Stochastic Systems: Prediction, State Estimation and Uncertainty Quantification. Entropy 20 (7) (2018)
Andrew J. Majda, Nan Chen
Model Error, Information Barriers, State Estimation and Prediction in Complex Multiscale Systems. Entropy 20 (9) (2018)
Nan Chen, Andrew J. Majda, Xin T. Tong
Noisy Lagrangian Tracers for Filtering Random Rotating Compressible Flows. J. Nonlinear Sci. 25 (3) (2015)
Nan Chen, Dimitrios Giannakis, Radu Herbei, Andrew J. Majda
An MCMC Algorithm for Parameter Estimation in Signals with Hidden Intermittent Instability. SIAM/ASA J. Uncertain. Quantification 2 (1) (2014)