Synergistic Discovery and Design (SD2)
Abstract
The Synergistic Discovery and Design (SD2) program developed data-driven methods to accelerate scientific discovery and robust design in domains that lack complete models. Engineers regularly use high-fidelity simulations to create robust designs in complex domains such as aeronautics and integrated circuits. In contrast, robust design remains elusive in domains such as synthetic biology, neuro-computation, and synthetic chemistry due to the lack of high-fidelity models. The SD2 program developed technologies to collect raw experimental data into a data and analysis hub, computational techniques that extract scientific knowledge directly from experimental data, and data sharing tools and metrics that facilitate collaborative design. SD2 application domains include synthetic biology, solar cell chemistry, and protein design, which will impact future DoD capabilities in areas such as chemical and biological defense, and warfighter readiness.
Document Details
- Document Type
- Accomplishment
- Publication Date
- Oct 01, 2023
- Source ID
- 15802e13a1947c0fadb3ea9bf2deac83