Undergraduate Math Student Pushes Frontier of Graph Theory (2025)

Abstractions blog

By Kevin Hartnett

November 30, 2020

Undergraduate Math Student Pushes Frontier of Graph Theory (1)

Introduction

On May 19, Ashwin Sah posted the best result ever on one of the most important questions in combinatorics. It was a moment that might have called for a celebratory drink, only Sah wasn’t old enough to order one.

The proof joined a long list of mathematical results that Sah, who turned 21 in November, published while an undergraduate at the Massachusetts Institute of Technology (he posted this new proof just after graduating). It’s a rare display of precocity even in a field that celebrates youthful genius.

“He has done enough work as an undergraduate to get a faculty position,” said David Conlon of the California Institute of Technology.

The May proof focused on an important feature of combinatorics called Ramsey numbers, which quantify how big a graph (a collection of dots, or vertices, connected by edges) can get before it necessarily contains a certain kind of substructure.

For example, imagine you’ve got six vertices, each connected to every other vertex by edges. Now color each of the 15 total edges either red or blue. No matter how you apply the colors, it’s inevitable that you’ll end up with three vertices that are all connected to each other by edges of the same color (known as a “clique”). The same is not true, however, if you start with five vertices (for which it’s possible to do the coloring without creating a clique). As a result, mathematicians say that the Ramsey number for two colors and a clique of size 3 is 6 — meaning you need at least six vertices to guarantee the clique exists.

As the size of the clique you’re looking for grows bigger, it becomes very difficult to calculate exact Ramsey numbers. Instead, mathematicians try to zero in on them by guaranteeing that the Ramsey number for a clique of some arbitrary size is greater than some number (the “lower bound”) and less than another (the “upper bound”).

Paul Erdős and George Szekeres initiated the study of upper and lower bounds for Ramsey numbers in the 1930s. Since then, mathematicians have made relatively little progress on either one — though Quanta recently covered an innovative new proof that set the best-ever lower bound for some Ramsey numbers.

Undergraduate Math Student Pushes Frontier of Graph Theory (2)

Introduction

Sah’s proof, in contrast, improved the upper bound for two-color Ramsey numbers. He achieved it by optimizing a method that originated with Erdős and Szekeres, and which a small number of mathematicians have managed to improve since. Sah’s result proves that once a graph reaches a certain size, it inevitably contains a clique of some corresponding size. Many in the field see Sah’s proof as the best result that can be achieved using the existing line of research.

“He’s pushing the method to its logical limit,” said Conlon, who had set the previous best upper bound on the problem.

A Life of Math

Sah grew up in Portland, Oregon, and liked math from a young age. “Some of my earliest memories are of my mom teaching me basic arithmetic,” he said.

He got his first taste of advanced math in competitions, where he excelled. In the summer of 2016, when he was 16, he won a gold medal at the International Mathematical Olympiad in Hong Kong. The next year he enrolled at MIT (he’d graduate two and a half years later).

While there, Sah made two connections that were crucial for his mathematical development. The first was with a professor named Yufei Zhao. Sah took two classes with him during his first year at MIT, including a graduate-level seminar on combinatorics. Even among some of the most talented math students in the world, Sah stood out.

“He’d clearly mastered the material even though he was just a first-year in college,” said Zhao.

The second connection was with Mehtaab Sawhney, now 22. Sawhney was a year ahead of Sah and had transferred to MIT that fall from the University of Pennsylvania. They met in class in September and became friends.

By the spring they were doing research together. They worked on a range of topics within discrete mathematics like graph theory, probability and the properties of random matrices. Many of the problems they tackled were relatively simple to state and could be approached directly, without needing the years of formal training that they didn’t yet have.

“I like the kinds of problems that you can think about from first principles and you don’t need to have read a massive amount of literature or know a ton of theory to start thinking about it,” said Sawhney.

They worked closely with Zhao, who suggested research questions and coached them on how to write formal math papers. Often Zhao would ask them to look into a particular problem, thinking it might keep them busy for a while — only to have them return the next day with an answer.

Undergraduate Math Student Pushes Frontier of Graph Theory (3)

Undergraduate Math Student Pushes Frontier of Graph Theory (4)

Introduction

“They’re both incredibly energetic individuals. I throw out a question and I hear back almost immediately,” Zhao said.

Over the past three years Sah and Sawhney have written dozens of papers, many of them together. This fall they were announced as winners of the 2021 Morgan Prize, jointly given out each year by leading math organizations to recognize the best research by undergraduate mathematicians. Zhao remarked that there is no recent precedent for what they have accomplished.

“There is a long tradition of undergraduate research, but nothing quite at the level of Ashwin and Mehtaab in quantity and quality,” he said.

Sah and Sawhney are now first-year graduate students at MIT, though due to the pandemic they’re currently on opposite coasts. Sah is back in Portland and Sawhney is on Long Island in New York, where he grew up. But they’re still in almost ceaseless contact.

“We meet once or twice a day for five or six hours,” said Sawhney. “Even when we’re not meeting, we’re just constantly messaging each other.”

They say they don’t feel burdened by their early success. If anything, it motivates them to surpass it.

“I guess I try not to focus on the past,” said Sah. “I’m always sort of looking forward to what I can do next.”

Undergraduate Math Student Pushes Frontier of Graph Theory (2025)

FAQs

What sparked the study of graph theory? ›

The history of graph theory may be specifically traced to 1735, when the Swiss mathematician Leonhard Euler solved the Königsberg bridge problem.

Who is the father of graph theory? ›

The father of graph theory was the great Swiss mathematician Leonhard Euler, whose famous 1736 paper, "The Seven Bridges of Konigsberg," was the first treatise on the subject.

Why is graph theory important in math? ›

In mathematics and computer science, graph theory is the study of graphs which are mathematical structures used to model pair wise relations between objects. There is wide use of graphs in providing problem solving techniques, because it gives an intuitive manner prior to presenting formal definition.

What are the real life applications of graph theory? ›

Graph theory is used for modelling and analysing various types of networks, including social networks, communication networks, transport networks, and electrical circuits. It enables the identification of optimal routes, discovery of patterns, and analysis of relationships within complex systems.

When did graph theory become popular? ›

In the mid 1800s, however, people began to realize that graphs could be used to model many things that were of interest in society. For instance, the “Four Color Map Conjec- ture,” introduced by DeMorgan in 1852, was a famous problem that was seem- ingly unrelated to graph theory.

What is the graph theory in a nutshell? ›

Graph theory is just abstraction of the connectedness of information — everything, even the most complex networks, can be reduced into some form of a graph (albeit, a complex one).

Who is called the queen of mathematics? ›

Carl Friedrich Gauss one of the greatest mathematicians, is said to have claimed: "Mathematics is the queen of the sciences and number theory is the queen of mathematics." The properties of primes play a crucial part in number theory. An intriguing question is how they are distributed among the other integers.

Is graph theory pure mathematics? ›

Nevertheless, there are some researchers that consider graph theory as a mathematical science, while others consider it as a branch of mathematics. Because of its focus on applications, graph theory is usually considered to be a distinct mathematical science rather than a branch of mathematics.

Is graph theory difficult? ›

Graph theory is one of the most interesting and also one of the most difficult branches of mathematics. It has so many applications that even a non-mathematician would appreciate the utility and usefulness of graph theory.

Do you need calculus for graph theory? ›

Graph Theory - Does graph theory require calculus? Not necessarily. Many areas of pure mathematics, including abstract algebra, number theory, combinatorics, and graph theory, can be studied with minimal or no reliance on calculus.

What field of math is graph theory? ›

In mathematics, graph theory is the study of graphs, which are mathematical structures used to model pairwise relations between objects. A graph in this context is made up of vertices (also called nodes or points) which are connected by edges (also called arcs, links or lines).

What is graph theory for dummies? ›

In mathematics and computer science, graph theory is the study of graphs: mathematical structures used to model pair-wise relations between objects from a certain collection. A graph in this context refers to a collection of vertices or nodes and a collection of edges that connect pairs of vertices.

What is the graph theory in human life? ›

Understanding Relationships: Graph theory allows us to represent social networks as graphs, where each person is a node (point) and their relationships are edges (lines connecting them). This makes it easier to visualize and analyze who is connected to whom.

What is an example of a graph in everyday life? ›

There are lots of real-world examples of graphs. Usually, when a table represents a function, it can also be displayed as a graph. A few examples of graphs are population growth, monthly climate, and electricity sources. High school math students also use lots of graphs in their studies.

What is an example of a graph theory? ›

Graph theory is used in dealing with problems which have a fairly natural graph/network structure, for example: road networks - nodes = towns/road junctions, arcs = roads. communication networks - telephone systems.

Why was graph invented? ›

Who invented graph theory and why? The origins of Graph Theory can be traced back to 1735, when Leonhard Euler created a mathematical formula to solve the 'Königsberg Bridge' problem.

What is the point of graph theory? ›

Graph theory has multiple external applications beyond the world of traditional mathematics. By graphically depicting the relationships between multiple data points, you can gain a great deal of insight into how various sets of information correlate.

What is the evolution graph theory? ›

Using the mathematical formalism of evolutionary graph theory, recent studies have shown how to topologically build networks of population interaction that increase probabilities of fixation of beneficial mutations, at the expense, however, of longer fixation times, which can slow down rates of evolution, under ...

What is the essence of graph theory? ›

At its essence, graph theory is the abstraction and distillation of connection. On a small scale, this is very simple: each pair of vertices either is connected by an edge, or it isn't. But on the larger scale of the whole graph, out of these simple binaries arises astounding complexity and structure.

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