1 citations · 2 across the 3 of their papers we have counts for
3 papers
eess.SY2025
Neural network based control of unknown nonlinear systems via contraction analysis
Hao Yin, Claudio De Persis, Bayu Jayawardhana +1
This paper studies the design of neural network (NN)-based controllers for unknown nonlinear systems, using contraction analysis. A Neural Ordinary Differential Equation (NODE) sys…
eess.SY2023★ 1 cited
Output contraction analysis of nonlinear systems
Hao Yin, Bayu Jayawardhana, Stephan Trenn
This paper introduce the notion of output contraction that expands the contraction notion to the time-varying nonlinear systems with output. It pertains to the systems' property th…
eess.SY2023★ 1 cited
Contraction analysis of time-varying DAE systems via auxiliary ODE systems
Hao Yin, Bayu Jayawardhana, Stephan Trenn
This paper studies the contraction property of time-varying differential-algebraic equation (DAE) systems by embedding them to higher-dimension ordinary differential equation (ODE)…