2020 Lecture Series: Computational Conformal Geometry


Instructor: David Gu
Email: gu@cs.stonybrook.edu
Date:Every Friday and Saturday 9:00-10:30pm EST
Duration:From July 3rd to September 4th
Zoom ID:871 6057 8498
Password:156302
Live Streaming: Use a web browser to open the live streaming link online.conformalgeometry.org
Host:Yau Mathematics Science Center of Tsinghua University and Beijing Yanxi Lake Applied Mathematics Institute
Participants:Public to general audience for free

Abstract: This course will cover fundamental concepts and theorems in algebraic topology, surface differential geometry, Riemann surface theory and geometric partial differential equations; it also covers the computational methods for surface fundamental group, homology group, harmonic maps, meromorphic differentials, foliation, conformal mapping, quasi-conformal mapping and Ricci flow. Their applications in Computer Graphics, Computer Vision, Visualization, Geometric Modeling, Networking, Medical Imaging and Deep Learning will be briefly introduced as well.


Textbooks:


Reference books:


Assignments: This lecture series will offer elementary library, the students are encouraged to implement some of the fundamental algorithms, such as computational topology, harmonic map and optimal transport map. Teaching assistants will answer the equestions and offer some helps for coding.

Online Demo: The online demo is written using WebGL, you can observe the conformal mappings of 3D surfaces interactively. More videos, images can be accessed by scanning the bar codes in the text book.

Lecture Slides

The lecture slides of the previous year can be found here.

No.DateTitleChapterDownload
1.07/03/2020Introduction to Computational Conformal GeometryCh 1[pdf] [video]
2.07/04/2020Algebraic Topology: Fundamental group, Covering spaceCh 2 [pdf][video]
Assignment 1.07/05/2020Mesh Halfedge Data Structure and Algorithm for Cut GraphCh 2 [pdf][pdf][Skeleton Code]
3.07/10/2020Algebraic Topology: Homology and Cohomology, CW-cell DecompositionCh 4, Ch 5[pdf][video]
4.07/11/2020Fixed point, Poincare-Hopf Index theorem, Characteristic Class of Fiber BundleCh 4, Ch 5[pdf][video]
Assignment 2.07/16/2020Discrete Surface Harmonic MapCh 23, Ch 24 [pdf][Skeleton Code]
5.07/17/2020Differential Topology: deRham Cohomology, Hodge DecompositionCh 6[pdf][video]
6.07/18/2020Surface Differential Geometry: fundamental forms, Movable frame method, Gauss-Bonnet theoremCh 18[pdf][video]
7.07/24/2020Isothermal Coordinates and GeodesicsCh 21, Ch 22, Ch 23[pdf][video]
8. Assignment 3.07/25/2020Hodge Decomposition and Riemann MappingCh 23, Ch 24 [pdf][Skeleton Code][video]
9.07/31/2020Harmonic maps and Conformal MapsCh 21, Ch 22, Ch 23[pdf][video]
10. 08/01/2020Conformal Module via Geometric Complex AnalysisCh 8, Ch 9, Ch 10, Ch 11, Ch 13[pdf][video]
Assignment 4.08/03/2020Spherical Harmonic MappingCh 23, Ch 24 [pdf][C++ Skeleton Code][Matlab Skeleton Code]
11.08/07/2020Optimal Transportation : Duality TheoremHandout[pdf] [video]
12.08/08/2020Opitmal Transportation : Convex Geometric ViewHandout[pdf]
13.08/14/2020Circle Domain Mapping, Koebe's IterationCh 14, Ch 15[pdf]
14.08/15/2020Surface UniformizationCh 16
15.08/21/2020Riemann Surface, meromrophic functions, holomorphic quadratic differentials, foliationsCh 25, Ch 26
16.08/22/2020Meromorphic differentials, Abel-Jacobi Theorem, Ch 25
17.08/28/2020Riemann-Roch TheoremCh 25
18.08/29/2020Quasi-conformal map, Beltrami equationCh 29
19.09/04/2020Teichmuller Map, Teichmuller SpaceCh 29
20.09/05/2020Hyperbolic GeometryCh 30, Ch 31
21.Discrete Surface Ricci FlowCh 33, Ch 34
22.Uniqueness, existence of the solution to discrete Yamabe flowCh 35
23.Unified discrete surface Ricci flow, hyperbolic Yamabe flowCh 37, Ch 38

1. 07/03/2020 Introduction to computational conformal geometry. [pdf]

This lecture briefly introduces the concept of conformal mapping, uniformization theorem, main types of computational algorithms and direct applications in graphics, vision, geometric modeling, networking, medical imaging and deep learning.


Discussion Group: By scanning the following bar codes to join the discussion group: