Peykani, P., V. Charles, A. Emrouznejad, S. Ghanidel, and D. Sabour (2026) The Versatility of Large Language Models: A Comprehensive Review and Structured Survey of Architectures, Applications, Challenges, and Future Trajectories, Archives of Computational Methods in Engineering, Accepted