Research spans bioinspired adhesion and sustainable adhesive chemistries, polymer and nanocomposite processing, and reliability of electronics under heat and humidity. Also develops graph-based AI methods for uncertainty-aware modeling and visualization, applying them to complex networks and materials datasets.