translating molecular-scale science into manufacturable solutions. My team develops computational models and machine-learning tools that predict material behavior, from drug delivery to battery electrolytes, cutting development cycles and de-risking experiments.
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Integrates materials processing, molecular simulation and machine learning to design bioinspired polymers and 2D materials, control mechanics, transport and interfacial phenomena, and scale membranes, coatings and energy‑water technologies for aerospace, healthcare and industry.
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