Nan Chen

16 papers Journal 16

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	A Stochastic Precipitating Quasi-Geostrophic Model. CoRR Nan Chen, Changhong Mou, Leslie M. Smith, Yeyu Zhang
2024	J	`jnl`	CGNSDE: Conditional Gaussian Neural Stochastic Differential Equation for Modeling Complex Systems and Data Assimilation. CoRR Chuanqi Chen, Nan Chen, Jinlong Wu
2024	J	`jnl`	CGNSDE: Conditional Gaussian neural stochastic differential equation for modeling complex systems and data assimilation. Comput. Phys. Commun. Chuanqi Chen, Nan Chen, Jinlong Wu
2023	J	`jnl`	An efficient data-driven multiscale stochastic reduced order modeling framework for complex systems. J. Comput. Phys. Changhong Mou, Nan Chen, Traian Iliescu
2023	J	`jnl`	CEBoosting: Online Sparse Identification of Dynamical Systems with Regime Switching by Causation Entropy Boosting. CoRR Chuanqi Chen, Nan Chen, Jinlong Wu
2022	J	`jnl`	An Efficient Data-Driven Multiscale Stochastic Reduced Order Modeling Framework for Complex Systems. CoRR Changhong Mou, Nan Chen, Traian Iliescu
2020	J	`jnl`	Can Short and Partial Observations Reduce Model Error and Facilitate Machine Learning Prediction? Entropy Nan Chen
2020	J	`jnl`	Efficient nonlinear optimal smoothing and sampling algorithms for complex turbulent nonlinear dynamical systems with partial observations. J. Comput. Phys. Nan Chen, Andrew J. Majda
2020	J	`jnl`	Learning nonlinear turbulent dynamics from partial observations via analytically solvable conditional statistics. J. Comput. Phys. Nan Chen
2019	J	`jnl`	A new efficient parameter estimation algorithm for high-dimensional complex nonlinear turbulent dynamical systems with partial observations. J. Comput. Phys. Nan Chen, Andrew J. Majda
2018	J	`jnl`	Conditional Gaussian Systems for Multiscale Nonlinear Stochastic Systems: Prediction, State Estimation and Uncertainty Quantification. Entropy Nan Chen, Andrew J. Majda
2018	J	`jnl`	Efficient statistically accurate algorithms for the Fokker-Planck equation in large dimensions. J. Comput. Phys. Nan Chen, Andrew J. Majda
2018	J	`jnl`	Model Error, Information Barriers, State Estimation and Prediction in Complex Multiscale Systems. Entropy Andrew J. Majda, Nan Chen
2018	J	`jnl`	Rigorous Analysis for Efficient Statistically Accurate Algorithms for Solving Fokker-Planck Equations in Large Dimensions. SIAM/ASA J. Uncertain. Quantification Nan Chen, Andrew J. Majda, Xin T. Tong
2015	J	`jnl`	Noisy Lagrangian Tracers for Filtering Random Rotating Compressible Flows. J. Nonlinear Sci. Nan Chen, Andrew J. Majda, Xin T. Tong
2014	J	`jnl`	An MCMC Algorithm for Parameter Estimation in Signals with Hidden Intermittent Instability. SIAM/ASA J. Uncertain. Quantification Nan Chen, Dimitrios Giannakis, Radu Herbei, Andrew J. Majda