Samuele Pedrielli is a doctoral researcher in the Machine Learning Group at TU Berlin as a part of the MSCA Joint Doctoral Program AQTIVATE. His research focusses on machine learning applications to physical sciences, with a special interest in quantum computing. He received his M.Sc. in Theoretical Physics and B.Sc. in Physics at the University of Trieste in 2023 and 2020 respectively.