Contributor
Xuanzhao Gao

Tensor network contraction order optimization and visualization


Mentors
JinGuo Liu
Organization
The Julia Language
Technologies
julia
Topics
Tensor network contraction, Tensor network visualization
This project aims to further enhance the performance and usability of tensor network tools in Julia. There are three main goals of the project: 1) extending the optimization methods in OMEinsumContractionOrders.jl with the state of art contraction order optimization algorithms; 2) implementing a hyper-graph visualization tool for tensor networks as a standalone package; 3) porting the contraction order optimization algorithms in OMEinsumContractionOrders.jl to the TensorOperations.jl package as a backend. Testing and documentation will also be done for all implemented methods, and the code will be open-sourced and published to the Julia community.