Jin-Long Wu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 8

Top Topics

Dynamical Systems

Data Assimilation

Optimization Scheme

Agent Environment

Top Venues

J. Comput. Phys.

Comput. Phys. Commun.

J. Open Source Softw.

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)
Jin-Long Wu, Matthew E. Levine, Tapio Schneider, Andrew M. Stuart
Learning About Structural Errors in Models of Complex Dynamical Systems. CoRR (2024)
Chuanqi Chen, Nan Chen, Jin-Long Wu
CGNSDE: Conditional Gaussian Neural Stochastic Differential Equation for Modeling Complex Systems and Data Assimilation. CoRR (2024)
Chuanqi Chen, Jin-Long Wu
Operator Learning for Continuous Spatial-Temporal Model with A Hybrid Optimization Scheme. CoRR (2023)
Chuanqi Chen, Nan Chen, Jin-Long Wu
CEBoosting: Online Sparse Identification of Dynamical Systems with Regime Switching by Causation Entropy Boosting. CoRR (2023)
Oliver R. A. Dunbar, Ignacio Lopez-Gomez, Alfredo Garbuno-Iñigo, Daniel Zhengyu Huang, Eviatar Bach, Jin-Long Wu
EnsembleKalmanProcesses.jl: Derivative-free ensemble-based model calibration. J. Open Source Softw. 7 (80) (2022)
Tapio Schneider, Andrew M. Stuart, Jin-Long Wu
Ensemble Kalman inversion for sparse learning of dynamical systems from time-averaged data. J. Comput. Phys. 470 (2022)
Jin-Long Wu, Karthik Kashinath, Adrian Albert, Dragos Chirila, Prabhat, Heng Xiao
Enforcing statistical constraints in generative adversarial networks for modeling chaotic dynamical systems. J. Comput. Phys. 406 (2020)