Tensor network contraction order optimization algorithms

07/26/2023, 8:15 PM — 8:30 PM UTC
32-G449 (Kiva)

Abstract:

In this talk, I will introduce the algorithms used to find optimal contraction orders for tensor networks, which are implemented in the OMEinsumContractionOrders.jl package. These algorithms have a wide range of applications, including simulating quantum circuits, solving inference problems, and solving combinatorial optimization problems.

Description:

In this talk, I will introduce the algorithms used to find optimal contraction orders for tensor networks, which are implemented in the OMEinsumContractionOrders.jl package. These algorithms have a wide range of applications, including simulating quantum circuits, solving inference problems, and solving combinatorial optimization problems.

Platinum sponsors

JuliaHub

Gold sponsors

ASML

Silver sponsors

Pumas AIQuEra Computing Inc.Relational AIJeffrey Sarnoff

Bronze sponsors

Jolin.ioBeacon Biosignals

Academic partners

NAWA

Local partners

Postmates

Fiscal Sponsor

NumFOCUS