Physics-Informed Neural Networks for an optimal counterdiabatic quantum computation. - Antonio Ferrer-Sánchez; Carlos Flores-Garrigos; Carlos Hernani-Morales; José J. Orquín-Marqués; Narendra N. Hegade; Alejandro Gomez Cadavid; Iraitz Montalban; Enrique Solano; Yolanda Vives-Gilabert; José D. Martín-Guerrero (CoRR, 2023)