The surge of activity in the resolution of fine scale features in the field of earth sciences over the past decade necessitates the development of robust yet simple algorithms that can tackle the various drawbacks of in silico models developed hitherto. One such drawback is that of the restrictive computational cost of finite element method in rendering resolutions to the fine scale features, while at the same time keeping the domain being modeled sufficiently large. We propose the use of the augmented lagrangian method commonly used in the treatment of hanging nodes in contact mechanics in tackling the drawback. An interface is introduced in a typical finite element mesh across which an aggressive coarsening of the finite elements is possible. The method is based upon minimizing an augmented potential energy which factors in the constraint that exists at the hanging nodes on that interface. This allows for a significant reduction in the number of finite elements comprising the mesh with concomitant reduction in the computational expense.
翻译:过去十年来,在解决地球科学领域微小规模特征方面,活动激增,这要求发展强大而简单的算法,解决迄今开发的硅模型中的各种缺点,其中一个缺点是使分辨率达到微小规模特征的有限元素方法的限制性计算成本,同时保持对域的建模足够大。我们提议在解决缺陷时,使用通常用于处理接触机械机中悬吊节点的扩大拉拉格法。在典型的有限元素网格中引入界面,有可能对有限元素进行激烈的粗略分析。这种方法的基础是最大限度地减少潜在能量的增大,这是该界面上挂节点所存在的制约因素之一。这可以大大减少由计算费用相应减少的网格构成的有限元素的数量。