Fabric Physics: AI Clothing Simulation for Consistency

Texturing the Character

A character is defined by what they wear. If their clothing changes shape or pattern, the audience loses interest. Mastering AI fabric physics is the final requirement for high-end character-driven storytelling.

Key Features

• Material Stiffness Control: Instruct the AI to treat the character's jacket as heavy leather (slow movement) vs. light silk (fluttering in wind).
• Pattern-Lock Logic: Ensure complex patterns like pinstripes or floral prints don't "morph" or drift as the character moves.
• Wet Fabric Dynamics: Correcty simulate how clothes cling to the body and darken when exposed to rain or water.

How It Works

1. Define the Textile: Prompt: "Character wearing a thick wool oversized sweater".
2. Apply the Physics: Add: "Heavy fabric physics, slow movement, realistic wool texture, no pattern drift".
3. Bake the Wardrobe: Your character's clothing remains identical and physically sound across the whole film.