基于物理的动画中的微极弹性

IF 1.4 Q3 COMPUTER SCIENCE, SOFTWARE ENGINEERING Proceedings of the ACM on computer graphics and interactive techniques Pub Date : 2023-08-16 DOI:10.1145/3606922
Fabian Löschner, José Antonio Fernández-Fernández, S. Jeske, Andreas Longva, Jan Bender
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引用次数: 0

摘要

我们探索了用于模拟体积可变形固体的微电极材料。在图形中,微极模型仅以一维Cosserat棒的形式使用,其中旋转框架连接到一维中心线上的每个材料点。通过将这一想法推广到体积固体中,每个材料点都与微旋转相关联,微旋转是一个独立的自由度,可以通过材料的应变能量密度与位移相耦合。额外的自由度使我们能够更好地控制材料的弯曲和扭转模式。我们提出了一种新的正交各向异性微极曲率能量,使我们能够使材料在特定方向上弯曲。为了模拟动态微极变形,我们提出了一种新的增量势公式,该公式具有一致的FEM离散化,非常适合在基于物理的动画中使用。这使我们能够通过受增量电位接触(IPC)方法启发的接触模型,轻松地将微极可变形性与动态碰撞耦合起来。对于使用FEM的空间离散化,我们讨论了与旋转自由度相关的挑战,并提出了一种基于角速度插值和四元数时间积分的方案。在我们的评估中,我们验证了离散化方法的一致性和准确性,并展示了微极材料的几个令人信服的用例。这包括对弯曲和扭转刚度的显式控制、通过规定体积曲率场的变形以及微极可变形物与动态碰撞的鲁棒相互作用。
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Micropolar Elasticity in Physically-Based Animation
We explore micropolar materials for the simulation of volumetric deformable solids. In graphics, micropolar models have only been used in the form of one-dimensional Cosserat rods, where a rotating frame is attached to each material point on the one-dimensional centerline. By carrying this idea over to volumetric solids, every material point is associated with a microrotation, an independent degree of freedom that can be coupled to the displacement through a material's strain energy density. The additional degrees of freedom give us more control over bending and torsion modes of a material. We propose a new orthotropic micropolar curvature energy that allows us to make materials stiff to bending in specific directions. For the simulation of dynamic micropolar deformables we propose a novel incremental potential formulation with a consistent FEM discretization that is well suited for the use in physically-based animation. This allows us to easily couple micropolar deformables with dynamic collisions through a contact model inspired from the Incremental Potential Contact (IPC) approach. For the spatial discretization with FEM we discuss the challenges related to the rotational degrees of freedom and propose a scheme based on the interpolation of angular velocities followed by quaternion time integration at the quadrature points. In our evaluation we validate the consistency and accuracy of our discretization approach and demonstrate several compelling use cases for micropolar materials. This includes explicit control over bending and torsion stiffness, deformation through prescription of a volumetric curvature field and robust interaction of micropolar deformables with dynamic collisions.
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