Twining Carole J, Marsland Stephen
Imaging Science and Biomedical Engineering, University of Manchester, Manchester, United Kingdom.
Phys Rev E Stat Nonlin Soft Matter Phys. 2012 Jun;85(6 Pt 2):066708. doi: 10.1103/PhysRevE.85.066708. Epub 2012 Jun 27.
We consider the problem of constructing a discrete differential geometry defined on nonplanar quadrilateral meshes. Physical models on discrete nonflat spaces are of inherent interest, as well as being used in applications such as computation for electromagnetism, fluid mechanics, and image analysis. However, the majority of analysis has focused on triangulated meshes. We consider two approaches: discretizing the tensor calculus, and a discrete mesh version of differential forms. While these two approaches are equivalent in the continuum, we show that this is not true in the discrete case. Nevertheless, we show that it is possible to construct mesh versions of the Levi-Civita connection (and hence the tensorial covariant derivative and the associated covariant exterior derivative), the torsion, and the curvature. We show how discrete analogs of the usual vector integral theorems are constructed in such a way that the appropriate conservation laws hold exactly on the mesh, rather than only as approximations to the continuum limit. We demonstrate the success of our method by constructing a mesh version of classical electromagnetism and discuss how our formalism could be used to deal with other physical models, such as fluids.
我们考虑构建定义在非平面四边形网格上的离散微分几何问题。离散非平坦空间上的物理模型不仅本身具有重要意义,还应用于电磁学计算、流体力学和图像分析等领域。然而,大多数分析都集中在三角剖分网格上。我们考虑两种方法:离散张量演算,以及微分形式的离散网格版本。虽然这两种方法在连续统中是等价的,但我们表明在离散情况下并非如此。尽管如此,我们表明可以构建列维 - 奇维塔联络(进而构建张量协变导数和相关的协变外导数)、挠率和曲率的网格版本。我们展示了如何以这样一种方式构建通常向量积分定理的离散类似物,使得适当的守恒定律在网格上精确成立,而不仅仅是作为连续统极限的近似。我们通过构建经典电磁学的网格版本来证明我们方法的成功,并讨论我们的形式体系如何用于处理其他物理模型,如流体。