Lifetime prediction of advanced structural materials for mechanical engineering applications

Abstract. Driven by a passion for human-centric leadership, knowledge sharing, and collaborative innovation, Dr. Alyona Glushko is a mechanical engineer specializing in structural integrity, failure analysis, and digital twin technologies for high-temperature engineering systems. With nearly a decade of research experience in mechanical engineering, her work focuses on the long-term degradation mechanisms, structural reliability, and life assessment of critical components operating under extreme conditions. By integrating advanced physical metallurgy, comprehensive mechanical evaluation, and microstructural characterization, her research has resulted in several patented industrial solutions that improve the durability and cracking resistance of heavy-duty power generation equipment. Parallel to her research activities, Dr. Glushko has demonstrated strong academic leadership, mentoring undergraduate and graduate engineering students through advanced technical curricula. As the Founder and CEO of the Predictive Diagnostics for Advanced Materials project, she leads the development of multi-scale digital twin models that integrate experimental materials data with finite element methods (FEM) to simulate infrastructure degradation and accurately predict the remaining useful life of engineering materials and components.