Papers
Communities
Events
Blog
Pricing
Search
Open menu
Home
Papers
2004.08376
Cited By
v1
v2 (latest)
Learning Stochastic Closures Using Ensemble Kalman Inversion
17 April 2020
T. Schneider
Andrew M. Stuart
Jin-Long Wu
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Learning Stochastic Closures Using Ensemble Kalman Inversion"
14 / 14 papers shown
Title
CGKN: A Deep Learning Framework for Modeling Complex Dynamical Systems and Efficient Data Assimilation
Chuanqi Chen
Nan Chen
Yinling Zhang
Jin-Long Wu
AI4CE
85
2
0
26 Oct 2024
Data-Driven Stochastic Closure Modeling via Conditional Diffusion Model and Neural Operator
Xinghao Dong
Chuanqi Chen
Jin-Long Wu
DiffM
AI4CE
139
5
0
06 Aug 2024
Minimum Reduced-Order Models via Causal Inference
Nan Chen
Honghu Liu
CML
48
0
0
29 Jun 2024
CGNSDE: Conditional Gaussian Neural Stochastic Differential Equation for Modeling Complex Systems and Data Assimilation
Chuanqi Chen
Nan Chen
Jin-Long Wu
AI4CE
78
4
0
10 Apr 2024
Learning About Structural Errors in Models of Complex Dynamical Systems
Jin-Long Wu
Matthew E. Levine
Tapio Schneider
Andrew M. Stuart
AI4CE
82
18
0
29 Dec 2023
Extreme Event Prediction with Multi-agent Reinforcement Learning-based Parametrization of Atmospheric and Oceanic Turbulence
R. Mojgani
Daniel Waelchli
Yifei Guan
Petros Koumoutsakos
Pedram Hassanzadeh
AI4Cl
AI4CE
99
6
0
01 Dec 2023
Operator Learning for Continuous Spatial-Temporal Model with Gradient-Based and Derivative-Free Optimization Methods
Chuanqi Chen
Jin-Long Wu
AI4CE
64
0
0
20 Nov 2023
Learning Closed-form Equations for Subgrid-scale Closures from High-fidelity Data: Promises and Challenges
Karan Jakhar
Yifei Guan
R. Mojgani
Ashesh Chattopadhyay
Pedram Hassanzadeh
AI4Cl
AI4CE
75
16
0
08 Jun 2023
Reservoir Computing with Error Correction: Long-term Behaviors of Stochastic Dynamical Systems
Cheng Fang
Yubin Lu
Ting Gao
Jinqiao Duan
52
4
0
01 May 2023
CEBoosting: Online Sparse Identification of Dynamical Systems with Regime Switching by Causation Entropy Boosting
Chuanqi Chen
Nan Chen
Jin-Long Wu
72
9
0
16 Apr 2023
A Causality-Based Learning Approach for Discovering the Underlying Dynamics of Complex Systems from Partial Observations with Stochastic Parameterization
Nan Chen
Yinling Zhang
CML
81
15
0
19 Aug 2022
Quantum Mechanics for Closure of Dynamical Systems
D. Freeman
D. Giannakis
J. Slawinska
75
4
0
05 Aug 2022
A Framework for Machine Learning of Model Error in Dynamical Systems
Matthew E. Levine
Andrew M. Stuart
111
69
0
14 Jul 2021
Calibration and Uncertainty Quantification of Convective Parameters in an Idealized GCM
Oliver R. A. Dunbar
A. Garbuno-Iñigo
T. Schneider
Andrew M. Stuart
86
60
0
24 Dec 2020
1