2 papers
eess.SY2026
Safe and Robust Domains of Attraction for Discrete-Time Systems: A Set-Based Characterization and Certifiable Neural Network Estimation
Mohamed Serry, Maxwell Fitzsimmons, Jun Liu
Analyzing nonlinear systems with attracting robust invariant sets (RISs) requires estimating their domains of attraction (DOAs). Despite extensive research, accurately characterizi…
math.NA2026
A Boundary Integral-based Neural Operator for Mesh Deformation
Zhengyu Wu, Jun Liu, Wei Wang
This paper presents an efficient mesh deformation method based on boundary integration and neural operators, formulating the problem as a linear elasticity boundary value problem (…