Kalimuthu, N. (2026) “Small Language Models and Neuro-Symbolic AI in Zonal Architectures: Federated Low-Rank Adaptation (Fed-LoRA) for Regional Behavior Modeling”, International Journal of Artificial Intelligence, Data Science, and Machine Learning, 7(1), pp. 231–237. doi:10.63282/3050-9262.IJAIDSML-V7I1P138.