1.
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. [Internet]. 2025Dec.12 [cited 2026Feb.5];15(3):2105-32. Available from: http://iapress.org/index.php/soic/article/view/3232