https://github.com/diehlpk/async_heat_equation

Supplementary materials for the paper: Benchmarking the Parallel 1D Heat Equation Solver in Chapel, Charm++, C++, HPX, Go, Julia, Python, Rust, Swift, and Java
https://github.com/diehlpk/async_heat_equation

cpp go julia python rust

Last synced: about 2 months ago
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Supplementary materials for the paper: Benchmarking the Parallel 1D Heat Equation Solver in Chapel, Charm++, C++, HPX, Go, Julia, Python, Rust, Swift, and Java

• Host: GitHub
• URL: https://github.com/diehlpk/async_heat_equation
• Owner: diehlpk
• License: bsl-1.0
• Created: 2021-11-20T02:37:39.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2024-09-05T19:42:40.000Z (9 months ago)
• Last Synced: 2025-04-10T01:14:17.175Z (about 2 months ago)
• Topics: cpp, go, julia, python, rust
• Language: Rust
• Homepage: https://arxiv.org/abs/2307.01117
• Size: 288 KB
• Stars: 13
• Watchers: 3
• Forks: 5
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE
  • Citation: CITATION.cff
  • Authors: AUTHORS

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README

        
## Benchmarking the Parallel 1D Heat Equation Solver in Chapel, Charm++, C++, HPX, Go, Julia, Python, Rust, Swift, and Java 

[![Codacy Badge](https://app.codacy.com/project/badge/Grade/b3f6fa94ac1144d6a9468da4e55b111d)](https://www.codacy.com/gh/diehlpk/async_heat_equation/dashboard?utm_source=github.com&utm_medium=referral&utm_content=diehlpk/async_heat_equation&utm_campaign=Badge_Grade) [![link](https://circleci.com/gh/diehlpk/async_heat_equation/tree/main.svg?style=shield)](https://circleci.com/gh/diehlpk/async_heat_equation/tree/main) [![DOI](https://zenodo.org/badge/429990324.svg)](https://zenodo.org/badge/latestdoi/429990324)

This repo is for some small project, to compare [Rust](https://www.rust-lang.org/), [Julia](https://julialang.org/), [Swift](https://developer.apple.com/swift/), [HPX](https://github.com/STEllAR-GROUP/hpx), [Charm++](http://charmplusplus.org/), [Chapel](https://chapel-lang.org/), and [go](https://go.dev/). Recently, I got interested in these languages, 

since I read a lot about them. I mostly use C++ and Python for my research. In this repo, we will implement some 

small code to estimate Pi using the Monte Carlo method.

Next, we implement a solver for the one-dimensional heat eqaution using tasks and asynchronous programming. 

### References

* Diehl, P., Morris, M., Brandt, S.R., Gupta, N., Kaiser, H. (2024). Benchmarking the Parallel 1D Heat Equation Solver in Chapel, Charm++, C++, HPX, Go, Julia, Python, Rust, Swift, and Java. In: Zeinalipour, D., et al. Euro-Par 2023: Parallel Processing Workshops. Euro-Par 2023. Lecture Notes in Computer Science, vol 14352. Springer, Cham. [10.1007/978-3-031-48803-0_11](https://doi.org/10.1007/978-3-031-48803-0_11), [Preprint](https://arxiv.org/abs/2307.01117)