Work

Safe Physics-Informed Machine Learning for Optimal Predefined-Time Stabilization: A Lyapunov-Based Approach

Year: 2025

Type: article

Source: IEEE Transactions on Neural Networks and Learning Systems

DOI: 10.1109/tnnls.2025.3554713

Authors: Nick-Marios T. Kokolakis, Zhen Zhang, Shanqing Liu, Kyriakos G. Vamvoudakis, Jérôme Darbon, George Em Karniadakis

Institutions: University of Pennsylvania, Brown University, Georgia Institute of Technology

Language: English

Topic: Adaptive Control of Nonlinear Systems

Subfield: Control and Systems Engineering

Field: Engineering

Domain: Physical Sciences

Open Access status: closed

Funders: National Science Foundation, Alexander S. Onassis Public Benefit Foundation, Air Force Office of Scientific Research

OpenAlex ID: W4410738280

FWCI: 0.766

Cites: 58

Cited by: 2

Related to: 10