Presented By: Michigan Institute for Computational Discovery and Engineering
Finite Element Methods at Realistic Complexities
Wolfgang Bangerth, Texas A&M University
Title: Finite Element Methods at Realistic Complexities
Abstract: Solving realistic, applied problems with the most modern numerical methods introduces many levels of complexity. In particular, one has to think about not just a single method, but a whole collection of algorithms: a single code may utilize fully adaptive, unstructured meshes; nonlinear, globalized solvers; algebraic multigrid and block preconditioners; and do all this on 1,000 processors or more with realistic material models.
Codes at this level of complexity can no longer be written from scratch. However, over the past decade, many high quality libraries have been developed that make writing advanced computational software simpler. In this talk, I will briefly introduce the deal.II finite element library (http://www.dealii.org) whose development I lead and show how it has enabled us to develop the ASPECT code (http://aspect.dealii.org) for simulation of convection in the earth mantle. I will discuss some of the results obtained with this code and comment on the lessons learned from developing this massively parallel code for the solution of a complex problem.
Speaker Bio: Wolfgang Bangerth is a Professor in the Department of Mathematics at Texas A&M University. He obtained a Ph.D from the University of Heidelberg. He is principal author of deal.II, a finite element software library written in C++, which is used by several hundred researchers around the world and is part of the computing industry standard SPEC CPU2006 benchmark. He is also principal author of ASPECT, and open source code for thermal convection with primary application to the simulation of convention in the Earth’s mantle.
Abstract: Solving realistic, applied problems with the most modern numerical methods introduces many levels of complexity. In particular, one has to think about not just a single method, but a whole collection of algorithms: a single code may utilize fully adaptive, unstructured meshes; nonlinear, globalized solvers; algebraic multigrid and block preconditioners; and do all this on 1,000 processors or more with realistic material models.
Codes at this level of complexity can no longer be written from scratch. However, over the past decade, many high quality libraries have been developed that make writing advanced computational software simpler. In this talk, I will briefly introduce the deal.II finite element library (http://www.dealii.org) whose development I lead and show how it has enabled us to develop the ASPECT code (http://aspect.dealii.org) for simulation of convection in the earth mantle. I will discuss some of the results obtained with this code and comment on the lessons learned from developing this massively parallel code for the solution of a complex problem.
Speaker Bio: Wolfgang Bangerth is a Professor in the Department of Mathematics at Texas A&M University. He obtained a Ph.D from the University of Heidelberg. He is principal author of deal.II, a finite element software library written in C++, which is used by several hundred researchers around the world and is part of the computing industry standard SPEC CPU2006 benchmark. He is also principal author of ASPECT, and open source code for thermal convection with primary application to the simulation of convention in the Earth’s mantle.
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