Yasin Khalili, Mohammad Ahmadi, Mostafa Keshavarz Moraveji. "A physics-informed multi-modal transformer framework for predictive maintenance and remaining useful life estimation of electrical submersible pumps." Scientific Reports (2026). https://doi.org/10.1038/s41598-026-56666-4