GENERATIVE DESIGNS 

Design 1 – Initial Topology Optimization

Large central voids were created in the vertical bracket and base plate. Material is retained along primary stress paths, reducing weight while maintaining structural strength.

Design 2 – Stress-Optimized Flow Geometry

LLM-assisted algorithms introduced smooth transitions, fillets, and curved ribs to reduce stress concentration. This design improves stiffness and manufacturability.

Design 3 – Mass-Distributed Structural Refinement

Material distribution optimized around clamping pillars for improved rigidity. Circular support patterns enhance load transfer and vibrational stability. This design shows the best stiffness performance.

Design 4 – Hollow-Channel Reinforced Structure

Incorporates hollow sections under the clamping plane, reducing weight without affecting stiffness. Ribs ensure rigidity along the CNC loading axis.

Design 5 – AI-Suggested Lattice and Rib Network

Internal lattice-like voids are introduced for maximum weight reduction. AI suggests organic rib patterns for high stiffness-to-mass efficiency. Balances aesthetics and performance.

Each successive design iteration incorporates enhanced intelligence, refining both geometry and load-path efficiency.