CNF Rear Geometry

Vicente Dynamic Fit Simulator

Full architecture for pose-aware denim tension and comfort prediction across 12 poses using Vicente Master Mold v4.0.

System Overview

The simulator predicts tension, comfort, cloth-body distances, seam displacement, and pattern adjustments across 12 poses using Vicente Master Mold v4.0.

A. Input Layer

Levi's pattern CAD data, denim material properties, pose library, and Vicente v4.0 parametric model.

B. Geometry Engine

SMPL-X body mesh, cloth mesh, seam topology, curvature sampling, and projection vector.

C. Physics Engine

Cloth simulation, seam stretch, waistband tension, rise curvature deformation, and yoke angle deformation.

D. Tension Engine

T_j = a·max(0, d_target − d_j) + b·κ_j + c·Δs_j

Outputs tension maps, zone tension, comfort score, and structure score.

E. Pattern-Engineering Engine

Uses tension + geometry to compute seat ease, thigh ease, yoke angle, and rise curvature adjustments.

F. Cohort Engine

Predicts acceptance rate, return rate, comfort score, and FitBand distribution across the Vicente cohort.