Jin-Long Wu

13 papers Journal 13

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Lagrangian Conditional Gaussian Koopman Network for Data Assimilation and Prediction. CoRR Zhongrui Wang, Chuanqi Chen, Jin-Long Wu, Nan Chen
2026	J	`jnl`	Bayesian Experimental Design for Model Discrepancy Calibration: A Rivalry between Kullback-Leibler Divergence and Wasserstein Distance. CoRR Huchen Yang, Xinghao Dong, Jin-Long Wu
2026	J	`jnl`	Bayesian experimental design for model discrepancy calibration: An auto-differentiable ensemble Kalman inversion approach. J. Comput. Phys. Huchen Yang, Xinghao Dong, Jin-Long Wu
2026	J	`jnl`	Synergizing Transport-Based Generative Models and Latent Geometry for Stochastic Closure Modeling. CoRR Xinghao Dong, Huchen Yang, Jin-Long Wu
2025	J	`jnl`	Active Learning of Model Discrepancy with Bayesian Experimental Design. CoRR Huchen Yang, Chuanqi Chen, Jin-Long Wu
2025	J	`jnl`	Bayesian Experimental Design for Model Discrepancy Calibration: An Auto-Differentiable Ensemble Kalman Inversion Approach. CoRR Huchen Yang, Xinghao Dong, Jin-Long Wu
2025	J	`jnl`	CGKN: A deep learning framework for modeling complex dynamical systems and efficient data assimilation. J. Comput. Phys. Chuanqi Chen, Nan Chen, Yinling Zhang, Jin-Long Wu
2025	J	`jnl`	Data-driven stochastic closure modeling via conditional diffusion model and neural operator. J. Comput. Phys. Xinghao Dong, Chuanqi Chen, Jin-Long Wu
2025	J	`jnl`	Modeling Partially Observed Nonlinear Dynamical Systems and Efficient Data Assimilation via Discrete-Time Conditional Gaussian Koopman Network. CoRR Chuanqi Chen, Zhongrui Wang, Nan Chen, Jin-Long Wu
2025	J	`jnl`	Neural dynamical operator: Continuous spatial-temporal model with gradient-based and derivative-free optimization methods. J. Comput. Phys. Chuanqi Chen, Jin-Long Wu
2025	J	`jnl`	Stochastic and Non-local Closure Modeling for Nonlinear Dynamical Systems via Latent Score-based Generative Models. CoRR Xinghao Dong, Huchen Yang, Jin-Long Wu
2024	J	`jnl`	CGKN: A Deep Learning Framework for Modeling Complex Dynamical Systems and Efficient Data Assimilation. CoRR Chuanqi Chen, Nan Chen, Yinling Zhang, Jin-Long Wu
2024	J	`jnl`	Data-Driven Stochastic Closure Modeling via Conditional Diffusion Model and Neural Operator. CoRR Xinghao Dong, Chuanqi Chen, Jin-Long Wu