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My research group focuses on accelerating process systems design and optimization via autonomous discovery of new designs for sustainable chemical processes through artificial intelligence and multiscale simulation.

An initial direction that I work on is to develop a multiscale modeling and simulation methodology to improve the model-based concurrent design in materials and process systems. Using the proposed multiscale simulation, I develop a framework to use artificial intelligence for process design and optimization. My Group apply the proposed methodology to design non-traditional electrochemical processes (e-chemical), continuous pharmaceutical manufacturing, and other advanced manufacturing that improve sustainability of the chemical industry. We also collaborate with experimentalists to verify the intensified designs via pilot plant experimentation.

These short to medium-term projects will provide my group with the skills and tools to pursue my long-term goal:

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