AN LAB develops Morphology Intelligence, a new framework that transforms 3D nanoscale structure into quantitative knowledge for materials design.

We integrate high-resolution 3D imaging, quantitative morphometry, physics-based modeling, and AI to decode synthesis–morphology–property relationships in soft materials. By converting complex morphologies into measurable and computable descriptors, we move beyond trial-and-error toward predictable and explainable material design. Our research focuses on polymers, composites, membranes, and sustainable energy materials, where structure governs function across length scales.

At AN LAB, morphology is not just imaged—it becomes intelligence.