IEEE

Graph-Based Representation of Verilog HDL: Python-Based Control and Data Flow Graph Generation

Abstract: This paper proposes an automatic framework for controlled data flow graph (CDFG) generation from verilog designs, where the generated CDFGs can be applied to visualization, formal ...
IEEE

Extended Graph-enabled Deep Reinforcement Learning for Robust Distribution System Voltage Control Using Inaccurate Topology Information

Abstract: Anomalous measurements bring huge challenges for existing learning-based distribution system optimization methods. Although several graphical learning-based methods have been developed to ...