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 Tools annual

Global: Zendy Free Plan

Global: Zendy Tools monthly

Global: Zendy Plus monthly

. Rapidly evolving computational techniques are making a large gap betweenscientific aspiration and code implementation in climate modeling. In thiswork, we design a simple computing library to bridge the gap and decouplethe work of ocean modeling from parallel computing. This library provides12 basic operators that feature user-friendly interfaces, effectiveprogramming, and implicit parallelism. Several state-of-the-art computingtechniques, including computing graph and just-in-time compiling, areemployed to parallelize the seemingly serial code and speed up the oceanmodels. These operator interfaces are designed using native Fortranprogramming language to smooth the learning curve. We further implement ahighly readable and efficient ocean model that contains only 1860 lines ofcode but achieves a 91 % parallel efficiency in strong scaling and 99 %parallel efficiency in weak scaling with 4096 Intel CPU cores. This oceanmodel also exhibits excellent scalability on the heterogeneous SunwayTaihuLight supercomputer. This work presents a promising alternative toolfor the development of ocean models.

OpenArray v1.0: a simple operator library for the decoupling of ocean modeling and parallel computing