Kevin Bhimani

Ph.D

Physics

University of North Carolina at Chapel Hill

Machine Learning Research Assistant: Generative Deep Learning Translations

• Led the development of a generative deep learning model in PyTorch, enabling the transformation of simulation output. • Utilized CycleGAN and U-net frameworks to extract intricate electronic convolutions and vital pulse shape features effectively. • Demonstrated the model's effectiveness by showcasing its ability to accurately replicate and model complex data patterns. • Confirmed the model's data-driven nature, illustrating its capability to generalize across multiple conditions, thus enhancing its practical utility.