Models to Enable System-level Electrostatic Discharge Analysis

ML is used to create ESD models of the system’s nonlinear components, as needed for SOA analysis and soft failure prediction. The models are targeted for circuit or mixed-mode (EM-circuit) simulators.

Project PIs: Elyse Rosenbaum, Maxim Raginsky

Research Thrust: Reliability and Security

Research Timeline Jan 1, 2017 to Dec 31, 2018