Borut Paul Kerševan

GPT-like transformer model for silicon tracking detector simulation

Abstract Simulating physics processes and detector responses is essential in high energy physics and represents significant computing costs. Generative machine learning has been demonstrated to be potentially powerful in accelerating simulations, outperforming traditional fast si...