Research centers on mixed‑mode fracture and fatigue, thin‑film/coating mechanics, and micromechanical characterization. Combines nanoindentation/AFM, high‑throughput micro‑testing via direct laser writing, and finite‑element modeling with mathematical and data‑driven analysis to quantify crack growth, thresholds, and property evolution across scales.