Homotopy Type Theory
tslil clingman
Nandan Kulkarni
Our goal in this project is to understand the fundamentals
of Martin-Löf type theory with intensional equality
and univalence, so that we might observe the natural
emergence of both logic and topology in this framework. In
particular we will aim to understand the basic type
formers and theorems underlying the framework, as well as
the implications of the univalence axiom. From this we aim
to develop intuitions about constructive mathematics
through the propositions-as-types interpretation, as well
as to develop algebraic notions of topology as
encapsulated in higher inductive types.
Smooth Manifolds and Riemannian Geometry
Cheng Zhang
Zecheng Yi
We will study differential geometry with “Introduction to
Smooth Manifold” and “Riemannian Geometry” as the
reference textbooks. We will first go through some basic
definitions and theorems concerning smooth manifolds and
smooth maps between manifolds. This includes a discussion
of submersions, immersions, and embedding. With the basic
knowledge in differential geometry, we will go on to
consider some topics on Lie groups, which are both groups
and smooth manifolds. Our final goal is to cover vector
bundles, tensors, and differential forms, which play
important roles in study of algebraic topology and
algebraic geometry.
Point-Set and Algebraic Topology
Apurva Nakade
Hannah Wool
In this project, we’ll explore beyond point-set topology
into the area of algebraic topology, including homotopy
of paths, covering maps, Seifert-van Kampen Theorem,
homology of surfaces, etc. The main reference
is “Munkres’ Topology”.
Fourier Analysis
Xiaoqi Huang
Michael Farid
We are going to focus on Fourier analysis, including
Fourier series and Fourier transform, and their
applications. If time allows, we will also cover some
other transforms like discrete Fourier transform or
wavelet transform , and some analytic number theory using
Fourier transform. The main reference is Stein’s book :
Fourier Analysis, an introduction.
Algebraic Geometry
Daniel Fuentes-Keuthan
William Bernardoni
We will be studying an introduction to algebraic geometry
using the book “Undergraduate Algebraic Geometry”. The
goal is to learn fundamental topics like the
nullstellensatz and to hopefully see some applications to
classical geometry projects. We will also learn some
background commutative algebra.
Category Theory for Applications
David Myers
Benjamin Fried
We will learn the language of categories, functors, and
natural transformations as a general framework for the
study of complex systems and how they combine. We will
begin with the theory of orders and the “generative
effects” that are found in order maps, and work our
way through monoidal categories as “resource
theories” on to the notion of an operad as an
abstract setting to frame questions about combining
systems. Our main resource will be Fong and Spivak’s
“Seven Sketches in Compositionality”.
Partial Differential Equations
Jeff Marino
Joe Klein
The study of PDE at a rigorous level is a milestone in an
analyst’s training. In this project we will explore
several topics in Evan’s textbook on the subject. First we
will compare and contrast Laplace’s equation, the heat
equation, and the wave equation; this “trophy case
of PDE” highlights the different features and
physical interpretations of linear elliptic, parabolic,
and hyperbolic equations. Next we will discover the
challenges of nonlinearity by considering the method of
characteristics and conversation laws. Time-permitting, we
will conclude the program by briefly introducing Sobolev
spaces and discussing their role in solving more general
PDE.
Functional Analysis
Ben Dees
Dan Swartz
Functional analysis uses techniques of both analysis and linear
algebra to study various spaces of interest, especially function
spaces. We will be following Kreyszig’s “Functional
Analysis” to initially learn about Banach and Hilbert
spaces. After that, we will either go through some of the
standard theorems of functional analysis or delve into some of
the mathematics behind quantum mechanics.
Tensor Analysis and
Applications
Quanjung Lang
Michael Crockett
We will study “Tensor analysis and
applications” with “Tensor Analysis, Spectral
Theory and Special Tensors, Liqun Qi, Ziyan Luo” as
the reference textbook. We will first learn some basic
definitions and theorems about tensors and tensor
decomposition, for example, CP decomposition, Tucker
decomposition and different eigenvalues. Then we will
follow the paper “On the Expressive Power of Deep
Learning: A Tensor Analysis” to prove the
improvement of Hierarchical Tucker (HT) decomposition to
CP decomposition. And we will also show this improvement
by an example of pattern recognition.
Understanding \(SL_2(\mathbb{Z})\)
Xiyuan Wang
Sally Bao
In this project, we would like to study the linear
fractional action of \(SL_2(\mathbb{Z})\) on the complex upper half
plane. We will first try to understand the special linear
group \(SL_2(\mathbb{Z})\). Then we want to study the orbits and
stabilizers of this group action. Finally, we want to
understand the fundamental domain associated to this group
action.
Topological data analysis
Patrick Martin
Tiffany Hu
We will be investigating topological data analysis, the
study of how to leverage topics from topology to discover structure in
data. In addition to learning about various tools in the field, such
as Voronoi diagrams and persistent homology, we will also pay
attention to how these tools are implemented for practical use.