Symposium

Of Rising Scholars

Spring 2024

Evan will be presenting at The Symposium of Rising Scholars on Saturday, March 23rd! To attend the event and see Evan's presentation.

Go to Polygence Scholars page
Evan Garber's cover illustration
Polygence Scholar2024
Evan Garber's profile

Evan Garber

Class of 2024Voorhees, NJ

About

Projects

  • "Automatic discovery of quantum circuits using gradient descent" with mentor Ben (Feb. 6, 2024)

Project Portfolio

Automatic discovery of quantum circuits using gradient descent

Started Aug. 10, 2023

Abstract or project description

As of recent, quantum computers are becoming more advanced and more powerful, allowing humans to run more complex calculations than with classical computers. In order to run these calculations, quantum computers compile programs into quantum circuits which perform sequential manipulations on sets of qubits. These circuits can be quite deep for long-running programs, and they can be prone to noise and error. Techniques from machine learning can be leveraged to automatically discover high-fidelity approximate quantum circuits which have significantly fewer layers, saving on physical resources.