Accelerating Progress through Data-Driven Discoveries

Experimental advances

• New detectors now allow large quantities of high time resolution data revealing structural dynamics
• New structural biology techniques

Large supercomputers

Data science advances

• New high dimensional dynamic models now available
• New deep learning based image denoising techniques

Move Beyond Current State of the Art

By developing methods to provide a highly quantitative data-driven description of dynamic behaviors of catalytic systems at an atomic level, we will provide a completely new paradigm for framing our understanding of enzyme/nanoparticle catalytic functions.