Shanwu Li

According to our database, Shanwu Li authored at least 8 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2026

Optimal Control of Unknown Nonlinear Systems via a Multimodel-Based Multistep Reinforcement Learning Framework.

Shanwu Li, Yongchao Yang

IEEE Trans. Artif. Intell., April, 2026

Data and Computation Efficient Structural Nonlinear System Identification via Meta-Learning of a Foundation Model.

Shanwu Li, Yongchao Yang

J. Comput. Civ. Eng., 2026

2025

Optimal control of HalfCheetah benchmark.

Shanwu Li, Yongchao Yang

Dataset, May, 2025

Data-driven Nonlinear Modal Analysis with Physics-constrained Deep Learning: Numerical and Experimental Study.

Abdolvahhab Rostamijavanani, Shanwu Li, Yongchao Yang

CoRR, March, 2025

Data-driven identification of nonlinear dynamical systems with LSTM autoencoders and Normalizing Flows.

Abdolvahhab Rostamijavanani, Shanwu Li, Yongchao Yang

CoRR, March, 2025

2024

Data-driven Modeling of Parameterized Nonlinear Fluid Dynamical Systems with a Dynamics-embedded Conditional Generative Adversarial Network.

Abdolvahhab Rostamijavanani, Shanwu Li, Yongchao Yang

CoRR, 2024

2023

A study on data-driven identification and representation of nonlinear dynamical systems with a physics-integrated deep learning approach: Koopman operators and nonlinear normal modes.

Abdolvahhab Rostamijavanani, Shanwu Li, Yongchao Yang

Commun. Nonlinear Sci. Numer. Simul., August, 2023

On the Fundamental Sensitivity Limit of Incoherent Optical Methods for Full-Field Displacement Measurements.

Shanwu Li, Faraz Abed Azad, Yongchao Yang

IEEE Trans. Instrum. Meas., 2023