Defense Advanced Research Projects AgencyTagged Content List

Apply Biological Complexity at Scale

Relating to insights that can be derived from examining living-system dynamics at an enormous range of spatial, physical and temporal scales

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Deep Purple aims to advance the modeling of complex dynamic systems using new information-efficient approaches that make optimal use of data and known physics at multiple scales. The program is investigating next-generation deep learning approaches that use not only high throughput multimodal scientific data from observations and controlled experiments (including behaviors such as phase transitions and chaos), but also of the known science of such systems at whatever scales it exists.