English (United Kingdom)

https://curated-unify.zendy.io/wp-json/zendy-region/v1/featured_content/oa?rat=en

https://curated-unify.zendy.io/wp-json/zendy-region/v1/highlighted_journal/

Global: Zendy Plus annual

Presents the access of premium content as premium feature

Premium Content

Presents the keyphrase highlighting as premium feature

Keyphrase Highlighting

Presents the summarisation as premium feature

Summarisation

Insights

Presents the pdf analysis as premium feature

PDF Analysis

Presents the zaia usage as premium feature

ZAIA

Global: Zendy Plus monthly

Global: Zendy Tools annual

Global: Zendy Tools monthly

Global: Zendy Free Plan

TensorNetwork is an open source library for implementing tensor networkalgorithms in TensorFlow. We describe a tree tensor network (TTN) algorithm forapproximating the ground state of either a periodic quantum spin chain (1D) ora lattice model on a thin torus (2D), and implement the algorithm usingTensorNetwork. We use a standard energy minimization procedure over a TTNansatz with bond dimension $\chi$, with a computational cost that scales as$O(\chi^4)$. Using bond dimension $\chi \in [32,256]$ we compare the use ofCPUs with GPUs and observe significant computational speed-ups, up to a factorof $100$, using a GPU and the TensorNetwork library.

TensorNetwork on TensorFlow: A Spin Chain Application Using Tree Tensor Networks