https://github.com/zeionara/proxima

An exploratory project for accelerating quantum systems simulation by performing approximate computations via artificial intelligence methods
https://github.com/zeionara/proxima

physics physics-simulation quantum-mechanics structured-concurrency

Last synced: about 1 month ago
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An exploratory project for accelerating quantum systems simulation by performing approximate computations via artificial intelligence methods

• Host: GitHub
• URL: https://github.com/zeionara/proxima
• Owner: zeionara
• License: apache-2.0
• Created: 2021-08-24T21:53:05.000Z (over 3 years ago)
• Default Branch: master
• Last Pushed: 2021-09-26T22:42:05.000Z (over 3 years ago)
• Last Synced: 2024-11-08T22:42:57.654Z (3 months ago)
• Topics: physics, physics-simulation, quantum-mechanics, structured-concurrency
• Language: Swift
• Homepage:
• Size: 540 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# proxima

An exploratory project for accelerating quantum systems simulation by performing approximate computations via artificial intelligence methods.

![electron-positions](images/electron-positions.png)

![n-electrons-histogram](images/n-electrons-histogram.png)

![x-expectation-value-c-based-plot](images/x-expectation-value-c-based-plot.png)

![x-expectation-value-n-based-plot](images/x-expectation-value-n-based-plot.png)

## Building

The following command must be executed for packaging the project contents:

```sh

swift package update && swift build

```

## Usage

The main executable may be launched after the compilation has finished via the following simple command (currently just samples generation is supported, to get a complete list of available

commands and their options run the executable with flag `-h`). The command given as an example says that the system must generate 20 samples (in our case 20 two-dimensional electron locations

in a potential well), with degree of accuracy which is equal to 120, using 4 workers and 17 as a seed number. The results must be put into the file `assets/corpora/foo.tsv`.

```sh

./.build/debug/proxima -n 20 -p 120 -w 4 -s 17 -o foo

```