Solitonic Neural Networks / Machine Intelligence for Materials Science (PDF)

Alessandro Bile graduated in Theoretical Physics (2017-2018) from Sapienza University of Rome, where he was involved in the VIRGO experiment. During his studies, he developed a passion for music and also graduated from the "Santa Cecilia" Conservatory (2017-2018) in Rome, combining gravitational wave physics and music in his thesis. He participated as a composer in concerts held in Rome and New York. In 2019, he furthered his education by attending a postgraduate training course on Machine Learning in Bergamo. At the Sapienza University of Rome, he completed his Ph.D. in Electromagnetism (obtaining the title of Doctor Europeaus) in 2022, focusing his research on photonic artificial intelligence. Currently, he is engaged in mathematical modeling and the design of intelligent hardware systems operating in the optical domain. Alessandro Bile has presented his research at international conferences across Europe and served as a research fellow from 2019 to 2023 at the Department of Basic and Applied Sciences for Engineering at Sapienza University. From 2019 to 2021 he contributed to the European project "Collection Care." In 2022, he continued his work with the same department on the project "Intelligent optical systems for the recognition and sanitation of pathological micro-organisms and nano-organisms". Additionally, he applies artificial intelligence techniques to the microclimate of cultural heritage to provide valuable predictions for the conservation of artistic artifacts. Alessandro Bile has received funding for young researchers for three consecutive years from 2020 to 2022. In 2022 he won the BGF funding from the French government to pursue his research as Visiting Research at the Femto-ST Institut University of Besançon (France). In the same year, he collaborated, as research fellow, with the University of Turin on the project "Biophysical forecasting modeling in the surface boundarylayer to support agricultural crop planning and management in Piedmont" and in