Designing 3D Anisotropic Frame Fields with Odeco Tensors

TL;DR

This paper presents a novel method for synthesizing smooth, high-anisotropy 3D tensor fields within complex domains using odeco tensors, enabling improved applications in meshing, mechanics, and fabrication.

Contribution

It introduces a new computational framework based on odeco tensors for designing anisotropic tensor fields aligned with domain boundaries and user guidance.

Findings

Effective generation of smooth, high-anisotropy tensor fields

Demonstrated applications in meshing and structural mechanics

Outperforms isotropic methods in complex shapes

Abstract

This paper introduces a method to synthesize a 3D tensor field within a constrained geometric domain represented as a tetrahedral mesh. Whereas previous techniques optimize for isotropic fields, we focus on anisotropic tensor fields that are smooth and aligned with the domain boundary or user guidance. The key ingredient of our method is a novel computational design framework, built on top of the symmetric orthogonally decomposable (odeco) tensor representation, to optimize the stretching ratios and orientations for each tensor in the domain. In contrast to past techniques designed only for isotropic tensors, we demonstrate the efficacy of our approach in generating smooth volumetric tensor fields with high anisotropy and shape conformity, especially for the domain with complex shapes. We apply these anisotropic tensor fields to various applications, such as anisotropic meshing, structural mechanics, and fabrication.