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pinn

Physics informed neural network

https://github.com/froskeslim/pinn

Science Score: 44.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
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    .zenodo.json file
    Found .zenodo.json file
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    Academic publication links
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    Scientific vocabulary similarity
    Low similarity (8.3%) to scientific vocabulary
Last synced: 6 months ago · JSON representation ·

Repository

Physics informed neural network

Basic Info
  • Host: GitHub
  • Owner: froskeslim
  • Language: Jupyter Notebook
  • Default Branch: main
  • Size: 3.17 MB
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created about 2 years ago · Last pushed about 2 years ago
Metadata Files
Readme Citation

README.md

For our projects we use the local python package ADAMLL - Applied Data Analysis and Machine Learning Library you can find the source code for this package in ADAMLL-package\ To install it, run the following command in the terminal: pip install ADAMLL-package\ alternativly you can navigate to this folder and run pip install . if you want to make changes to the package we advise that you install the package with the -e flag. Any changes to the package requires a rebulid to take effect

The package will install any dependencies that are not already installed in addition to the package itself you need to install the following packages in order to run the code in this repo:

  • matplotlib
  • seaborn
  • tensorflow

The main code is found in the 'src' folder in the notebook 'waveequation.ipynb' Animations of the results are found in the 'runsAndFigures' folder

Owner

  • Name: Brage
  • Login: froskeslim
  • Kind: user
  • Location: Oslo

Citation (CITATION.cff) 

cff-version: 1.2.2
message: "If you use this software, please cite it as below."
authors:
- family-names: "Wiseth"
  given-names: "Brage"
- family-names: "Bjørnson Jahr"
  given-names: "Eirik"
- family-names: "Camerer Heyerdahl"
  given-names: "Felix"
title: "MachineLearningProjects"
version: 1.0.0
date-released: 2023-09-14
url: "https://github.com/bragewiseth/MachineLearningProjects"
howpublished: "https://github.com/bragewiseth/MachineLearningProjects"

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Dependencies

ADAML-library/ADAMLL.egg-info/requires.txt pypi
  • jax *
  • jaxlib *
  • matplotlib *
  • numpy *
ADAML-library/pyproject.toml pypi
  • jax *
  • jaxlib *
  • matplotlib *
  • numpy *