Optimization and Design

Computation plays a critical role in the design and optimization of engineering systems. CCSE research is developing the formulations, methods, and algorithms needed for next-generation design tools. Major challenges include the computational cost of design loops, searching high-dimensional parameter spaces, representing and visualizing complex geometries, leveraging complementary strengths of data and modeling, and incorporating uncertainty into design decision-making.