Kazbekova, G.; Serdaliyev, Y.; Omarova, G.; Kemelbekova, Z.; Kurmangaliyev, Y. A REVIEW OF DEEP LEARNING METHODS FOR DETECTING CORROSION AND CRACKS IN INDUSTRIAL PIPELINES. Phys-Math 2026, 94, 211-220.