2 papers
eess.SY2026
Neural-NPV Control: Learning Parameter-Dependent Controllers and Lyapunov Functions
MD Abul Kashem Niloy, Adam Hallmark, Yikun Cheng +1
This paper presents Neural-NPV Control, a learning-based framework for joint synthesis of a parameter-dependent (PD) controller and a PD Lyapunov function using neural networks for…
cs.AI2024
CROPS: A Deployable Crop Management System Over All Possible State Availabilities
Jing Wu, Zhixin Lai, Shengjie Liu +6
Exploring the optimal management strategy for nitrogen and irrigation has a significant impact on crop yield, economic profit, and the environment. To tackle this optimization chal…