Tensor Network Circuit Simulation at Exascale

TL;DR

This paper introduces QuantEx, a framework designed to enable tensor network circuit simulations at Exascale, addressing the challenges of scaling these methods to large high-performance computing platforms.

Contribution

The paper presents a novel framework, QuantEx, that facilitates tensor network quantum circuit simulations at Exascale, overcoming key scalability challenges.

Findings

QuantEx enables efficient large-scale tensor network simulations.

The framework addresses scalability challenges on Exascale platforms.

Potential for simulating complex quantum systems at unprecedented scales.

Abstract

Tensor network methods are incredibly effective for simulating quantum circuits. This is due to their ability to efficiently represent and manipulate the wave-functions of large interacting quantum systems. We describe the challenges faced when scaling tensor network simulation approaches to Exascale compute platforms and introduce QuantEx, a framework for tensor network circuit simulation at Exascale.