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.

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