My research is strongly driven by real world engineering and scientific challenges. Rather than developing computational methods in isolation, I focus on building scalable numerical frameworks, simulation technologies, and software tools that can address practical problems across multiple disciplines. These application areas represent the domains where my work in computational mechanics, high performance computing, optimization, machine learning, and scientific software development can create meaningful scientific, industrial, and societal impact.
Description
Modeling fracture, degradation, chemo-mechanical coupling, dendrite growth, and reliability challenges in lithium-ion battery systems.
My Work in This Area
Contributing to fracture modeling in lithium-ion batteries, dendrite growth simulations, fatigue crack growth prediction, and uncertainty-aware phase-field fracture frameworks for energy systems.