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NeuralSolvers-v.0.1.zip

NeuralSolvers-v.0.1
- .gitignore 1.8 kB
- LICENSE 1.1 kB
- PINNFramework
  - BoundaryCondition.py 5.9 kB
  - HPMLoss.py 1.4 kB
  - InitalCondition.py 993 Bytes
  - JoinedDataset.py 2.0 kB
  - Logger_Interface.py 961 Bytes
  - LossTerm.py 780 Bytes
  - PDELoss.py 1.2 kB
  - PINN.py 29.1 kB
  - WandB_Logger.py 1.9 kB
  - __init__.py 722 Bytes
  - callbacks
    - Callback.py 1.5 kB
    - __init__.py 131 Bytes
  - models
    - Finger_Net.py 3.8 kB
    - __init__.py 354 Bytes
    - activations
      - __init__.py 52 Bytes
      - snake.py 666 Bytes
    - distributed_moe.py 13.8 kB
    - mlp.py 1.7 kB
    - moe_finger.py 14.9 kB
    - moe_finger_test.py 702 Bytes
    - moe_mlp.py 15.1 kB
    - moe_mlp_test.py 658 Bytes
    - snake_mlp.py 1.6 kB
  - optimizer.py 8.1 kB
- README.md 5.4 kB
- benchmarks
  - hvd_test.py 163 Bytes
  - moe_benchmark.py 1.3 kB
- examples
  - 1D_Burgers_Equation
    - 1D_Burgers_Equation.py 4.7 kB
    - burgers_equation.png 48.2 kB
    - burgers_shock.mat 207.9 kB
  - 1D_Poisson
    - 1DPoissonWorkflow.ipynb 22.4 kB
  - 1D_Schroedinger
    - 1D_Schroedinger.py 5.7 kB
    - NLS.mat 559.6 kB
  - 1D_WaveEquation
    - 1DWaveNet.ipynb 51.9 kB
  - 2D_TD_Schroedinger
    - Baseline.py 19.4 kB
    - Dataset.py 6.4 kB
- images
  - 1D_Schroedinger_training.gif 490.1 kB
  - API_PINN.png 31.5 kB
  - scalability.png 221.0 kB