Git Product home page Git Product logo

martenlienen / finite-element-networks Goto Github PK

View Code? Open in Web Editor NEW
64.0 2.0 6.0 1.3 MB

Reference implementation of Finite Element Networks as proposed in "Learning the Dynamics of Physical Systems from Sparse Observations with Finite Element Networks" at ICLR 2022

Home Page: https://www.daml.in.tum.de/finite-element-networks

License: MIT License

Python 7.60% Jupyter Notebook 92.40%
neural-ode spatio-temporal forecasting pde

finite-element-networks's People

Contributors

martenlienen avatar

Stargazers

avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar avatar

Watchers

avatar avatar

Forkers

jeongwhanchoi mintashkim dhockaday isaacju-debug szkered wajidsiyal

finite-element-networks's Issues

OSerror when experiment with cylinder-flow dataset

Hi there! When I was playing around with cylinder-flow dataset, there was an error:

Traceback (most recent call last):
  File "/home/liluo/anaconda3/lib/python3.9/multiprocessing/queues.py", line 244, in _feed
  File "/home/liluo/anaconda3/lib/python3.9/multiprocessing/reduction.py", line 51, in dumps
  File "/home/liluo/anaconda3/lib/python3.9/site-packages/torch/multiprocessing/reductions.py", line 359, in reduce_storage
  File "/home/liluo/anaconda3/lib/python3.9/multiprocessing/reduction.py", line 198, in DupFd
  File "/home/liluo/anaconda3/lib/python3.9/multiprocessing/resource_sharer.py", line 48, in __init__
OSError: [Errno 24] Too many open files

I notice that there are 100 pt files for these train/valid/test folders on cylinder-flow dataset. I'm wondering is the problem caused by reading so many files? I adjust my num_workers to 4.

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.