E. Seyam and Mohamed Abdel Mawla Osman, “Physics-Informed Transformer Networks for Multi-Peril Insurance Pricing: A Novel Hybrid Computational Framework Integrating Actuarial Principles with Deep Attention Mechanisms”, Stat., optim. inf. comput., Dec. 2025.