a CAS Framework for Predicting the Synthetic Evolution of Anti-Plastic Enzymes

CAS-based Evolution Engine

Output

3D structure (static)

Evolving mutational trajectories

Core modeling approach

Deep learning on MSAs

Agent-based simulation + graph dynamics

Evolutionary logic

Implicit (via training data)

Explicit (mutation, bifurcation, feedback)

Handles fitness trade-offs