Seyam, E.; 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. 2025.