neural-pde

There are 7 repositories under neural-pde topic.

  • SciML/DiffEqFlux.jl

    Pre-built implicit layer architectures with O(1) backprop, GPUs, and stiff+non-stiff DE solvers, demonstrating scientific machine learning (SciML) and physics-informed machine learning methods

    Language:Julia86631396154

  • tensordiffeq/TensorDiffEq

    Efficient and Scalable Physics-Informed Deep Learning and Scientific Machine Learning on top of Tensorflow for multi-worker distributed computing

    Language:Python11171139

  • MachineLearningJournalClub/MLJC-UniTo-ProjectX-2020-public

    Public repository for the proposal “Physics-Informed Machine Learning Simulator for Wildfire Propagation” - MLJC University of Turin - ProjectX2020 Competition (UofT AI)

    Language:Jupyter Notebook46718

  • shuoyang2000/neural_hybrid_cbf

    Code for "Learning Local Control Barrier Functions for Safety Control of Hybrid Systems" by S. Yang, Y. Chen, X. Yin, R. Mangharam

    Language:Python9100

  • akapet00/schrodinger

    Comparison of numerical solutions of the 1-D time-independent Schrödinger equation obtained through FDM, FEM and the neural network approach.

    Language:Python5201

  • Saydemr/protein-essentiality-prediction

    Neural PDEs tested on protein networks

    Language:Jupyter Notebook3100

  • akapet00/neural-bhte

    Numerical solution and uncertainty quantification of Pennes' bioheat transfer equation in 1-D using deep neural network solver.

    Language:Jupyter Notebook20