HERKALIUK, M. V., & GILCHUK А. V. (2025). PHYSICS-INFORMED MACHINE LEARNING FOR NANOSCALE TRANSPORT PHE-NOMENA: CHALLENGES, APPROACHES, AND FUTURE PERSPECTIVES. Cherkasy University Bulletin: Physical and Mathematical Sciences, 1(1), 11–57. https://doi.org/10.31651/2076-5851-2025-11-57