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Research

DRAGGON Lab builds AI-aided biodesign platforms across biological software foundations, autonomous laboratories, machine learning, digital twins, and intelligent genetic networks.

01 Foundations05 Capabilities

  1. 01Biological Software FoundationsStandards, metadata, repositories, and open software infrastructure for reproducible programmable biology.
  2. 02Autonomous LaboratoriesAutonomous DBTL facilities that coordinate software, instruments, humanoid robots, samples, and learning over sustained experimental campaigns.
  3. 03AI-Aided BiodesignBiochemistry-informed hybrid models, graph learning, and foundation models for more predictable biological design.
  4. 04Digital Twins of Living SystemsAgent-based and biochemistry-informed simulations connecting engineered systems with cells, communities, hosts, and environments.
  5. 05Intelligent Genetic & Genomic NetworksGenetic and genomic network architectures for sensing, computing, decision-making, reporting, and adaptive biological behavior.