My Ph.D. research focuses on coarse-graining using machine learning-based methods and analytical theory for building physical models for multi-scale modeling. There are many reasons for performing simulations on simpler systems. In complex systems with large scales, we are concerned with the effective interactions and driving forces that emerge from the detailed descriptions of the systems. […]
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