My research lies at the intersection of materials science and computation. I develop and apply multi-scale models to uncover the fundamental mechanisms driving polar, ,magnetic, and topological phenomena in complex oxides and functional materials. Whether modeling spin cycloids in multiferroics, predicting domain wall behavior in polycrystals, or guiding experimental design through models across length scales, I aim to bridge theory and experiment in meaningful, quantitative ways.
I am also inspired by the ability to use ML/AI to screen abundance of material data, let models learn principles and rules, and then apply them on the fly to real world design applications whether in processing or in service.
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