Abstract
This research project aims to develop advanced numerical methods and machine-learning techniques to characterize andsuppress environmental noise in quantum systems. Building on previous research funded by FAPESP, the project will utilize data-drivenapproaches to identify and parametrize noise in quantum logic gates. The project will focus on programming control pulses using Qiskiton IBM's…