"Differential Geometric Analysis of Multi-dimensional Quadratic Maps"
Professor Franz-Erich Wolter, Welfenlab, Institute of Man-Machine-Communication
Leibniz University Hannover, Germany, http://welfenlab.de/en/index.html
Monday, April 8, 2019, 12:00-13:00, Room 5-314
Multi-dimensional quadratic maps arise in engineering analysis (such as power flow analysis of electric grids). Differential geometric concepts provide new insights to the stability properties of such high-dimension quadratic maps and also yield accurate computational methods in the vicinity of singularities including local inversion of the map. The singular sets of such maps are of cardinal importance in analyzing their stability properties. The singular set of a map is defined by the zero set of the determinant of the Jacobean of the map and is alternatively sometimes referred to as the solution space boundary (SSB) in the context of power grids. This determinant is a high-degree multivariate polynomial in the components of the vector being mapped. The above zero set or SSB locally represents a hyper-surface for generic points. Local parametrization of the SSB hyper-surface is difficult to compute stably and accurately due to the high degree polynomials involved. Differential geometry methods using geodesic coordinates provide new ways to describe the local parametrization of the SSB, as well as sub-manifolds of the SSB resulting from non-linear constraints. A related paper can be found at: https://www.researchgate.net/publication/332093394
Dr. F.-E. Wolter has been a full professor of computer science at Leibniz Universität Hannover (LUH) since the winter term of academic year 1994-1995, where he heads the Institute of Man-Machine-Communication and directs the Division of Computer Graphics and Geometric Modeling called Welfenlab. Before coming to Hannover, Dr. Wolter held faculty positions at the University of Hamburg (in 1994), MIT (1989-1993) and Purdue University (1987-1989). Prior to this he developed industrial expertise as a software and development engineer with AEG in Germany (1986-1987). Dr. Wolter obtained his Ph.D. in 1985 from the department of mathematics at the Technical University of Berlin in the area of Riemannian manifolds. In 1980 he graduated in mathematics and theoretical physics from the Free University of Berlin. At MIT Dr. Wolter co-developed the geometric modeling system Praxiteles for the US Navy. Since then he has been publishing various papers that broke new ground applying concepts from differential geometry and topology on problems and design of new methods used in geometric modeling and CAD systems as well as shape and image analysis. These works include pioneering contributions on medial axis theory, the computation of medial axes and Voronoi diagrams and geodesics in Riemannian space as well as pioneering works on Laplace spectra as finger prints for multi dimensional geometric objects and images with applications in biomedical imaging. The works on laplacian operators recently lead to computational studies on generalizations of Laplacians operating on line bundles allowing to compute eigen-functions whose iso-surfaces yield smooth orientable and non-orientable Seifert surfaces in three-dimensional manifolds. During the last decade research on Virtual Reality systems with an emphasis on haptic and tactile perception has been subject of Dr. Wolter's research in Hannover. More recently his research includes the development of medical imaging systems and bio-mechanical simulation systems including hearing mechanics of the cochlear.