├── 0.intro_CFD.ipynb
├── 1.Python Numpy.ipynb
├── 10. 2D Diffusion.ipynb
├── 11. Burgers' equation.ipynb
├── 13. 2D Laplace equation.ipynb
├── 14. 2D Poisson equation.ipynb
├── 15. Cavity flow with Naiver-Stokes equation.ipynb
├── 15.1. Cavity flow with upwind scheme.ipynb
├── 15.2. Cavity flow with Chorin's Projection.ipynb
├── 16. Poiseuille channel flow.ipynb
├── 2.1D linear convection.ipynb
├── 25. Optimization of a dynamical system.ipynb
├── 26.LBM
    ├── .ipynb_checkpoints
    │   ├── 22. LBM Poiseuille flow-2-checkpoint.ipynb
    │   ├── 22. LBM Poiseuille flow-checkpoint.ipynb
    │   └── 26. LBM Poiseuille flow-2-checkpoint.ipynb
    ├── 26. LBM Poiseuille flow-2.ipynb
    ├── 26. LBM Poiseuille flow.ipynb
    ├── animation.gif
    ├── frame_0.png
    ├── frame_100.png
    ├── frame_1000.png
    ├── frame_1050.png
    ├── frame_1100.png
    ├── frame_1150.png
    ├── frame_1200.png
    ├── frame_1250.png
    ├── frame_1300.png
    ├── frame_1350.png
    ├── frame_1400.png
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    ├── frame_150.png
    ├── frame_1500.png
    ├── frame_1550.png
    ├── frame_1600.png
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    ├── frame_1700.png
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    ├── frame_1800.png
    ├── frame_1850.png
    ├── frame_1900.png
    ├── frame_1950.png
    ├── frame_200.png
    ├── frame_2000.png
    ├── frame_2050.png
    ├── frame_2100.png
    ├── frame_2150.png
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    ├── frame_2250.png
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    ├── frame_2800.png
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    ├── frame_300.png
    ├── frame_3000.png
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    ├── frame_3100.png
    ├── frame_3150.png
    ├── frame_3200.png
    ├── frame_3250.png
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    ├── frame_350.png
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    ├── frame_399.png
    ├── frame_3999.png
    ├── frame_400.png
    ├── frame_4000.png
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    ├── frame_50.png
    ├── frame_500.png
    ├── frame_5000.png
    ├── frame_5100.png
    ├── frame_5200.png
    ├── frame_5300.png
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    ├── frame_550.png
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    ├── frame_600.png
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    ├── frame_6100.png
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    ├── frame_6300.png
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    ├── frame_650.png
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    ├── frame_6800.png
    ├── frame_6900.png
    ├── frame_700.png
    ├── frame_7000.png
    ├── frame_7100.png
    ├── frame_7200.png
    ├── frame_7300.png
    ├── frame_7400.png
    ├── frame_750.png
    ├── frame_7500.png
    ├── frame_7600.png
    ├── frame_7700.png
    ├── frame_7800.png
    ├── frame_7900.png
    ├── frame_800.png
    ├── frame_8000.png
    ├── frame_8100.png
    ├── frame_8200.png
    ├── frame_8300.png
    ├── frame_8400.png
    ├── frame_850.png
    ├── frame_8500.png
    ├── frame_8600.png
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    ├── frame_8800.png
    ├── frame_8900.png
    ├── frame_900.png
    ├── frame_9000.png
    ├── frame_9100.png
    ├── frame_9200.png
    ├── frame_9300.png
    ├── frame_9400.png
    ├── frame_950.png
    ├── frame_9500.png
    ├── frame_9600.png
    ├── frame_9700.png
    ├── frame_9800.png
    ├── frame_9900.png
    ├── frame_999.png
    ├── frame_9999.png
    └── latticeboltzmann.gif
├── 3.Nonlinear convection.ipynb
├── 4. CFL condition.ipynb
├── 5. 1D diffusion equation.ipynb
├── 6. Burgers' equation.ipynb
├── 7. Array_Operations_with_NumPy.ipynb
├── 8. 2D Linear Convection.ipynb
├── 9. 2D nonlinear convection.ipynb
├── Copy_of_17_JAX_basic.ipynb
├── Copy_of_17_JAX_basic.md
├── Copy_of_23_2D_Diffusion_Numpy_and_JAX.ipynb
├── Copy_of_23_2D_Diffusion_Numpy_and_JAX.md
├── Ghia-1982.txt
├── Konayashi_1993-main
    ├── README.md
    ├── jax_version
    │   ├── .ipynb_checkpoints
    │   │   ├── kobayashi_aniso_jax_ZGAN-2-checkpoint.ipynb
    │   │   └── kobayashi_aniso_jax_ZGAN-checkpoint.ipynb
    │   ├── 1-s2.0-016727899390120P-main 1993.pdf
    │   ├── Lec16 notes.jpg
    │   ├── ice.yaml
    │   ├── ice
    │   │   ├── ice_0.001900.png
    │   │   ├── ice_0.003900.png
    │   │   ├── ice_0.005900.png
    │   │   ├── ice_0.007900.png
    │   │   ├── ice_0.009900.png
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    │   │   ├── ice_0.013900.png
    │   │   ├── ice_0.015900.png
    │   │   ├── ice_0.017900.png
    │   │   ├── ice_0.019900.png
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    │   │   ├── ice_0.023900.png
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    │   │   ├── ice_0.047900.png
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    │   │   ├── ice_0.355900.png
    │   │   └── ice_0.357900.png
    │   ├── kobayashi_aniso_jax_ZGAN-2.ipynb
    │   └── kobayashi_aniso_jax_ZGAN.ipynb
    └── numpy_version
    │   ├── ice.yaml
    │   ├── ice
    │       ├── ice_0.003800.png
    │       ├── ice_0.007800.png
    │       ├── ice_0.011800.png
    │       ├── ice_0.015800.png
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    │       ├── ice_0.151800.png
    │       ├── ice_0.155800.png
    │       └── ice_0.159800.png
    │   └── kobayashi_aniso_numpy.ipynb
├── README.md
├── S1. 2D Poisson equation-implicit and explicit JAX method.ipynb
├── ZGAN.jpg
├── _build
    ├── .doctrees
    │   ├── 0. intro_CFD.doctree
    │   ├── 0.intro_CFD.doctree
    │   ├── 1.Python Numpy.doctree
    │   ├── 10. 2D Diffusion.doctree
    │   ├── 11. Burgers' equation.doctree
    │   ├── 13. 2D Laplace equation.doctree
    │   ├── 14. 2D Poisson equation.doctree
    │   ├── 15. Cavity flow with Naiver-Stokes equation.doctree
    │   ├── 15.1. Cavity flow with upwind scheme.doctree
    │   ├── 15.2. Cavity flow with Chorin's Projection.doctree
    │   ├── 16. Poiseuille channel flow.doctree
    │   ├── 17. JAX-basic.doctree
    │   ├── 2.1D linear convection.doctree
    │   ├── 25. Optimization of a dynamical system.doctree
    │   ├── 26.LBM
    │   │   ├── 26. LBM Poiseuille flow-2.doctree
    │   │   └── 26. LBM Poiseuille flow.doctree
    │   ├── 3.Nonlinear convection.doctree
    │   ├── 4. CFL condition.doctree
    │   ├── 5. 1D diffusion equation.doctree
    │   ├── 6. Burgers' equation.doctree
    │   ├── 7. Array_Operations_with_NumPy.doctree
    │   ├── 8. 2D Linear Convection.doctree
    │   ├── 9. 2D nonlinear convection.doctree
    │   ├── Copy_of_17_JAX_basic.doctree
    │   ├── Copy_of_23_2D_Diffusion_Numpy_and_JAX.doctree
    │   ├── Konayashi_1993-main
    │   │   ├── README.doctree
    │   │   ├── jax_version
    │   │   │   ├── kobayashi_aniso_jax_ZGAN-2.doctree
    │   │   │   └── kobayashi_aniso_jax_ZGAN.doctree
    │   │   └── numpy_version
    │   │   │   └── kobayashi_aniso_numpy.doctree
    │   ├── README.doctree
    │   ├── S1. 2D Poisson equation-implicit and explicit JAX method.doctree
    │   ├── environment.pickle
    │   ├── intro.doctree
    │   ├── markdown-notebooks.doctree
    │   ├── markdown.doctree
    │   └── notebooks.doctree
    ├── html
    │   ├── .buildinfo
    │   ├── 0. intro_CFD.html
    │   ├── 0.intro_CFD.html
    │   ├── 1.Python Numpy.html
    │   ├── 10. 2D Diffusion.html
    │   ├── 11. Burgers' equation.html
    │   ├── 13. 2D Laplace equation.html
    │   ├── 14. 2D Poisson equation.html
    │   ├── 15. Cavity flow with Naiver-Stokes equation.html
    │   ├── 15.1. Cavity flow with upwind scheme.html
    │   ├── 15.2. Cavity flow with Chorin's Projection.html
    │   ├── 16. Poiseuille channel flow.html
    │   ├── 17. JAX-basic.html
    │   ├── 2.1D linear convection.html
    │   ├── 25. Optimization of a dynamical system.html
    │   ├── 26.LBM
    │   │   ├── 26. LBM Poiseuille flow-2.html
    │   │   └── 26. LBM Poiseuille flow.html
    │   ├── 3.Nonlinear convection.html
    │   ├── 4. CFL condition.html
    │   ├── 5. 1D diffusion equation.html
    │   ├── 6. Burgers' equation.html
    │   ├── 7. Array_Operations_with_NumPy.html
    │   ├── 8. 2D Linear Convection.html
    │   ├── 9. 2D nonlinear convection.html
    │   ├── Copy_of_17_JAX_basic.html
    │   ├── Copy_of_23_2D_Diffusion_Numpy_and_JAX.html
    │   ├── Konayashi_1993-main
    │   │   ├── README.html
    │   │   ├── jax_version
    │   │   │   ├── kobayashi_aniso_jax_ZGAN-2.html
    │   │   │   └── kobayashi_aniso_jax_ZGAN.html
    │   │   └── numpy_version
    │   │   │   └── kobayashi_aniso_numpy.html
    │   ├── README.html
    │   ├── S1. 2D Poisson equation-implicit and explicit JAX method.html
    │   ├── _downloads
    │   │   └── 1788ed77b142df251dd1bcc6732cdd30
    │   │   │   └── ZGAN.jpg
    │   ├── _images
    │   │   ├── 00b94c96bc8b0fe4a52c027f4b4ac22bc0dbb77e1d4504c0184ac908bd2a6bf0.png
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    │   │   ├── fa31c0366e553323512a3ea368baff5af162839f3d9325096e514bbccf8136e3.png
    │   │   ├── faa57accd9141daf2025860f90be2c6ba122954b9e1a05d745f01fc62699d4bb.png
    │   │   ├── fb9f50a7c6202c3a0ee3ef1bdebbbde6ff751cc97d6e96a70466f1efa7354826.png
    │   │   ├── fc7eb7bd46deb4ed93d79f18134b1878a1a046bae0a8fdc4f514b09bb0e52556.png
    │   │   ├── fd7661eaf1b0516514f92ecb42942b7e55d2b7dab4ae6493df80af84f775256a.png
    │   │   ├── fedde3a8c48725a84d5233310c8ecfbae6444248854200834537168a69a331ae.png
    │   │   ├── output_11_2.png
    │   │   └── output_9_2.png
    │   ├── _sources
    │   │   ├── 0. intro_CFD.ipynb
    │   │   ├── 0.intro_CFD.ipynb
    │   │   ├── 1.Python Numpy.ipynb
    │   │   ├── 10. 2D Diffusion.ipynb
    │   │   ├── 11. Burgers' equation.ipynb
    │   │   ├── 13. 2D Laplace equation.ipynb
    │   │   ├── 14. 2D Poisson equation.ipynb
    │   │   ├── 15. Cavity flow with Naiver-Stokes equation.ipynb
    │   │   ├── 15.1. Cavity flow with upwind scheme.ipynb
    │   │   ├── 15.2. Cavity flow with Chorin's Projection.ipynb
    │   │   ├── 16. Poiseuille channel flow.ipynb
    │   │   ├── 17. JAX-basic.md
    │   │   ├── 2.1D linear convection.ipynb
    │   │   ├── 25. Optimization of a dynamical system.ipynb
    │   │   ├── 26.LBM
    │   │   │   ├── 26. LBM Poiseuille flow-2.ipynb
    │   │   │   └── 26. LBM Poiseuille flow.ipynb
    │   │   ├── 3.Nonlinear convection.ipynb
    │   │   ├── 4. CFL condition.ipynb
    │   │   ├── 5. 1D diffusion equation.ipynb
    │   │   ├── 6. Burgers' equation.ipynb
    │   │   ├── 7. Array_Operations_with_NumPy.ipynb
    │   │   ├── 8. 2D Linear Convection.ipynb
    │   │   ├── 9. 2D nonlinear convection.ipynb
    │   │   ├── Copy_of_17_JAX_basic.ipynb
    │   │   ├── Copy_of_17_JAX_basic.md
    │   │   ├── Copy_of_23_2D_Diffusion_Numpy_and_JAX.md
    │   │   ├── Konayashi_1993-main
    │   │   │   ├── README.md
    │   │   │   ├── jax_version
    │   │   │   │   ├── kobayashi_aniso_jax_ZGAN-2.ipynb
    │   │   │   │   └── kobayashi_aniso_jax_ZGAN.ipynb
    │   │   │   └── numpy_version
    │   │   │   │   └── kobayashi_aniso_numpy.ipynb
    │   │   ├── README.md
    │   │   ├── S1. 2D Poisson equation-implicit and explicit JAX method.ipynb
    │   │   ├── intro.md
    │   │   ├── markdown-notebooks.md
    │   │   ├── markdown.md
    │   │   └── notebooks.ipynb
    │   ├── _sphinx_design_static
    │   │   ├── design-style.4045f2051d55cab465a707391d5b2007.min.css
    │   │   └── design-tabs.js
    │   ├── _static
    │   │   ├── ZGAN.jpg
    │   │   ├── _sphinx_javascript_frameworks_compat.js
    │   │   ├── basic.css
    │   │   ├── check-solid.svg
    │   │   ├── clipboard.min.js
    │   │   ├── copy-button.svg
    │   │   ├── copybutton.css
    │   │   ├── copybutton.js
    │   │   ├── copybutton_funcs.js
    │   │   ├── courselogo.png
    │   │   ├── design-style.4045f2051d55cab465a707391d5b2007.min.css
    │   │   ├── design-tabs.js
    │   │   ├── doctools.js
    │   │   ├── documentation_options.js
    │   │   ├── file.png
    │   │   ├── images
    │   │   │   ├── logo_binder.svg
    │   │   │   ├── logo_colab.png
    │   │   │   ├── logo_deepnote.svg
    │   │   │   └── logo_jupyterhub.svg
    │   │   ├── jquery-3.6.0.js
    │   │   ├── jquery.js
    │   │   ├── language_data.js
    │   │   ├── locales
    │   │   │   ├── ar
    │   │   │   │   └── LC_MESSAGES
    │   │   │   │   │   ├── booktheme.mo
    │   │   │   │   │   └── booktheme.po
    │   │   │   ├── bg
    │   │   │   │   └── LC_MESSAGES
    │   │   │   │   │   ├── booktheme.mo
    │   │   │   │   │   └── booktheme.po
    │   │   │   ├── bn
    │   │   │   │   └── LC_MESSAGES
    │   │   │   │   │   ├── booktheme.mo
    │   │   │   │   │   └── booktheme.po
    │   │   │   ├── ca
    │   │   │   │   └── LC_MESSAGES
    │   │   │   │   │   ├── booktheme.mo
    │   │   │   │   │   └── booktheme.po
    │   │   │   ├── cs
    │   │   │   │   └── LC_MESSAGES
    │   │   │   │   │   ├── booktheme.mo
    │   │   │   │   │   └── booktheme.po
    │   │   │   ├── da
    │   │   │   │   └── LC_MESSAGES
    │   │   │   │   │   ├── booktheme.mo
    │   │   │   │   │   └── booktheme.po
    │   │   │   ├── de
    │   │   │   │   └── LC_MESSAGES
    │   │   │   │   │   ├── booktheme.mo
    │   │   │   │   │   └── booktheme.po
    │   │   │   ├── el
    │   │   │   │   └── LC_MESSAGES
    │   │   │   │   │   ├── booktheme.mo
    │   │   │   │   │   └── booktheme.po
    │   │   │   ├── eo
    │   │   │   │   └── LC_MESSAGES
    │   │   │   │   │   ├── booktheme.mo
    │   │   │   │   │   └── booktheme.po
    │   │   │   ├── es
    │   │   │   │   └── LC_MESSAGES
    │   │   │   │   │   ├── booktheme.mo
    │   │   │   │   │   └── booktheme.po
    │   │   │   ├── et
    │   │   │   │   └── LC_MESSAGES
    │   │   │   │   │   ├── booktheme.mo
    │   │   │   │   │   └── booktheme.po
    │   │   │   ├── fi
    │   │   │   │   └── LC_MESSAGES
    │   │   │   │   │   ├── booktheme.mo
    │   │   │   │   │   └── booktheme.po
    │   │   │   ├── fr
    │   │   │   │   └── LC_MESSAGES
    │   │   │   │   │   ├── booktheme.mo
    │   │   │   │   │   └── booktheme.po
    │   │   │   ├── hr
    │   │   │   │   └── LC_MESSAGES
    │   │   │   │   │   ├── booktheme.mo
    │   │   │   │   │   └── booktheme.po
    │   │   │   ├── id
    │   │   │   │   └── LC_MESSAGES
    │   │   │   │   │   ├── booktheme.mo
    │   │   │   │   │   └── booktheme.po
    │   │   │   ├── it
    │   │   │   │   └── LC_MESSAGES
    │   │   │   │   │   ├── booktheme.mo
    │   │   │   │   │   └── booktheme.po
    │   │   │   ├── iw
    │   │   │   │   └── LC_MESSAGES
    │   │   │   │   │   ├── booktheme.mo
    │   │   │   │   │   └── booktheme.po
    │   │   │   ├── ja
    │   │   │   │   └── LC_MESSAGES
    │   │   │   │   │   ├── booktheme.mo
    │   │   │   │   │   └── booktheme.po
    │   │   │   ├── ko
    │   │   │   │   └── LC_MESSAGES
    │   │   │   │   │   ├── booktheme.mo
    │   │   │   │   │   └── booktheme.po
    │   │   │   ├── lt
    │   │   │   │   └── LC_MESSAGES
    │   │   │   │   │   ├── booktheme.mo
    │   │   │   │   │   └── booktheme.po
    │   │   │   ├── lv
    │   │   │   │   └── LC_MESSAGES
    │   │   │   │   │   ├── booktheme.mo
    │   │   │   │   │   └── booktheme.po
    │   │   │   ├── ml
    │   │   │   │   └── LC_MESSAGES
    │   │   │   │   │   ├── booktheme.mo
    │   │   │   │   │   └── booktheme.po
    │   │   │   ├── mr
    │   │   │   │   └── LC_MESSAGES
    │   │   │   │   │   ├── booktheme.mo
    │   │   │   │   │   └── booktheme.po
    │   │   │   ├── ms
    │   │   │   │   └── LC_MESSAGES
    │   │   │   │   │   ├── booktheme.mo
    │   │   │   │   │   └── booktheme.po
    │   │   │   ├── nl
    │   │   │   │   └── LC_MESSAGES
    │   │   │   │   │   ├── booktheme.mo
    │   │   │   │   │   └── booktheme.po
    │   │   │   ├── no
    │   │   │   │   └── LC_MESSAGES
    │   │   │   │   │   ├── booktheme.mo
    │   │   │   │   │   └── booktheme.po
    │   │   │   ├── pl
    │   │   │   │   └── LC_MESSAGES
    │   │   │   │   │   ├── booktheme.mo
    │   │   │   │   │   └── booktheme.po
    │   │   │   ├── pt
    │   │   │   │   └── LC_MESSAGES
    │   │   │   │   │   ├── booktheme.mo
    │   │   │   │   │   └── booktheme.po
    │   │   │   ├── ro
    │   │   │   │   └── LC_MESSAGES
    │   │   │   │   │   ├── booktheme.mo
    │   │   │   │   │   └── booktheme.po
    │   │   │   ├── ru
    │   │   │   │   └── LC_MESSAGES
    │   │   │   │   │   ├── booktheme.mo
    │   │   │   │   │   └── booktheme.po
    │   │   │   ├── sk
    │   │   │   │   └── LC_MESSAGES
    │   │   │   │   │   ├── booktheme.mo
    │   │   │   │   │   └── booktheme.po
    │   │   │   ├── sl
    │   │   │   │   └── LC_MESSAGES
    │   │   │   │   │   ├── booktheme.mo
    │   │   │   │   │   └── booktheme.po
    │   │   │   ├── sr
    │   │   │   │   └── LC_MESSAGES
    │   │   │   │   │   ├── booktheme.mo
    │   │   │   │   │   └── booktheme.po
    │   │   │   ├── sv
    │   │   │   │   └── LC_MESSAGES
    │   │   │   │   │   ├── booktheme.mo
    │   │   │   │   │   └── booktheme.po
    │   │   │   ├── ta
    │   │   │   │   └── LC_MESSAGES
    │   │   │   │   │   ├── booktheme.mo
    │   │   │   │   │   └── booktheme.po
    │   │   │   ├── te
    │   │   │   │   └── LC_MESSAGES
    │   │   │   │   │   ├── booktheme.mo
    │   │   │   │   │   └── booktheme.po
    │   │   │   ├── tg
    │   │   │   │   └── LC_MESSAGES
    │   │   │   │   │   ├── booktheme.mo
    │   │   │   │   │   └── booktheme.po
    │   │   │   ├── th
    │   │   │   │   └── LC_MESSAGES
    │   │   │   │   │   ├── booktheme.mo
    │   │   │   │   │   └── booktheme.po
    │   │   │   ├── tl
    │   │   │   │   └── LC_MESSAGES
    │   │   │   │   │   ├── booktheme.mo
    │   │   │   │   │   └── booktheme.po
    │   │   │   ├── tr
    │   │   │   │   └── LC_MESSAGES
    │   │   │   │   │   ├── booktheme.mo
    │   │   │   │   │   └── booktheme.po
    │   │   │   ├── uk
    │   │   │   │   └── LC_MESSAGES
    │   │   │   │   │   ├── booktheme.mo
    │   │   │   │   │   └── booktheme.po
    │   │   │   ├── ur
    │   │   │   │   └── LC_MESSAGES
    │   │   │   │   │   ├── booktheme.mo
    │   │   │   │   │   └── booktheme.po
    │   │   │   ├── vi
    │   │   │   │   └── LC_MESSAGES
    │   │   │   │   │   ├── booktheme.mo
    │   │   │   │   │   └── booktheme.po
    │   │   │   ├── zh_CN
    │   │   │   │   └── LC_MESSAGES
    │   │   │   │   │   ├── booktheme.mo
    │   │   │   │   │   └── booktheme.po
    │   │   │   └── zh_TW
    │   │   │   │   └── LC_MESSAGES
    │   │   │   │       ├── booktheme.mo
    │   │   │   │       └── booktheme.po
    │   │   ├── minus.png
    │   │   ├── mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css
    │   │   ├── plus.png
    │   │   ├── pygments.css
    │   │   ├── sbt-webpack-macros.html
    │   │   ├── scripts
    │   │   │   ├── bootstrap.js
    │   │   │   ├── bootstrap.js.LICENSE.txt
    │   │   │   ├── bootstrap.js.map
    │   │   │   ├── pydata-sphinx-theme.js
    │   │   │   ├── pydata-sphinx-theme.js.map
    │   │   │   ├── sphinx-book-theme.js
    │   │   │   └── sphinx-book-theme.js.map
    │   │   ├── searchtools.js
    │   │   ├── sphinx-thebe.css
    │   │   ├── sphinx-thebe.js
    │   │   ├── styles
    │   │   │   ├── bootstrap.css
    │   │   │   ├── bootstrap.css.map
    │   │   │   ├── pydata-sphinx-theme.css
    │   │   │   ├── pydata-sphinx-theme.css.map
    │   │   │   ├── sphinx-book-theme.css
    │   │   │   └── theme.css
    │   │   ├── togglebutton.css
    │   │   ├── togglebutton.js
    │   │   ├── underscore-1.13.1.js
    │   │   ├── underscore.js
    │   │   ├── vendor
    │   │   │   └── fontawesome
    │   │   │   │   └── 6.1.2
    │   │   │   │       ├── LICENSE.txt
    │   │   │   │       ├── css
    │   │   │   │           └── all.min.css
    │   │   │   │       ├── js
    │   │   │   │           ├── all.min.js
    │   │   │   │           └── all.min.js.LICENSE.txt
    │   │   │   │       └── webfonts
    │   │   │   │           ├── fa-brands-400.ttf
    │   │   │   │           ├── fa-brands-400.woff2
    │   │   │   │           ├── fa-regular-400.ttf
    │   │   │   │           ├── fa-regular-400.woff2
    │   │   │   │           ├── fa-solid-900.ttf
    │   │   │   │           ├── fa-solid-900.woff2
    │   │   │   │           ├── fa-v4compatibility.ttf
    │   │   │   │           └── fa-v4compatibility.woff2
    │   │   └── webpack-macros.html
    │   ├── genindex.html
    │   ├── index.html
    │   ├── intro.html
    │   ├── markdown-notebooks.html
    │   ├── markdown.html
    │   ├── notebooks.html
    │   ├── objects.inv
    │   ├── reports
    │   │   ├── 1.Python Numpy.err.log
    │   │   ├── 10. 2D Diffusion.err.log
    │   │   ├── 26.LBM
    │   │   │   └── 26. LBM Poiseuille flow-2.err.log
    │   │   ├── 8. 2D Linear Convection.err.log
    │   │   └── Konayashi_1993-main
    │   │   │   ├── jax_version
    │   │   │       └── kobayashi_aniso_jax_ZGAN-2.err.log
    │   │   │   └── numpy_version
    │   │   │       └── kobayashi_aniso_numpy.err.log
    │   ├── search.html
    │   └── searchindex.js
    └── jupyter_execute
    │   ├── 0. intro_CFD.ipynb
    │   ├── 0.intro_CFD.ipynb
    │   ├── 00b94c96bc8b0fe4a52c027f4b4ac22bc0dbb77e1d4504c0184ac908bd2a6bf0.png
    │   ├── 00c9a6125d25253e612f0fdf42ec4d117aa9f628277e5df3523469a38e0c4035.png
    │   ├── 00deff020b91c9b654e4287c3e077454680715c04a2481a612a76948e4f20b13.png
    │   ├── 013f7cd09ac737c681f8b743451e195529882432a3f3d9d95fc2207215f322c2.png
    │   ├── 021b1b23358f2d06b5e5bbfa95ff35783856ace689cd7fc4d1f0dd3b3f355e54.png
    │   ├── 02865f2fc84f11f8665245b1c3fe200471e1f7abc9390e573897ac29d153b6b1.png
    │   ├── 02c590f46978808670ba2df9b2474cdc3388c0ef7e2eb7b0ecffd89587777e01.png
    │   ├── 03cb12b3edb5a3b08bc3c7435ebb1320035a051b71949f229d6a5cad77126652.png
    │   ├── 057aed3b204348f7f8207cf8850948edd8f909aacad7c95d4c8449cd5296ac06.png
    │   ├── 07734335cbc40e34248caa8eaa6baa06b5ac1354e342c8c0309826bb61466f87.png
    │   ├── 079c986d66852f2072a10d81c4c104fe6602ca236148d272e2c95151913f7b0c.png
    │   ├── 07a2eb94185e8155b8440441564077a7ad6b232d61bef6e935711c078dffb762.png
    │   ├── 0825421e613ddb48fb87c3deefd71fe085d6b54cb07be9158fcdf1ccab9a2294.png
    │   ├── 0864313f1d9ebcbac0b4037379a346d8c620db228e86e703a6770c04fbf7bcdd.png
    │   ├── 08666ef7400e53b8d7d49f161fef076255fd61ecb022a146ca0c5310926971e6.png
    │   ├── 08e7efd1f7dce031bc8528d29d74a91f163816af23beba923d1a1b33921a0988.png
    │   ├── 0902c10279b8e7cb50b5fb69ecd97136673ebc43343873c5283914dcc7a3db93.png
    │   ├── 09ca6963d189b6f2bf3ec8a62b13fece36ffe52ff75d810ec50a8a9b63e1d618.png
    │   ├── 09fd63209cf8050ee30e33f8e9283bee0c0111c0c68e0d6fe533ed5e9373677d.png
    │   ├── 0a602985ee7e787c45de3373400d54b2cba50dcce16549f8d83fd6e494805293.png
    │   ├── 0a703596c55a9d747c85d85d3336d960ebe32c4d4c2c4f479ebf3d4cb5290f09.png
    │   ├── 0aad21e29bf4aba92b03cc1a55369257de3b0cc195bc74a6423903e00066cbe1.png
    │   ├── 0af8a6beff9443a5aaba3fc16306053a0188f85fbf246d2b82f10d81fd191c27.png
    │   ├── 0ba3a6a6a59e34ea5a8c76ef84a99dd9ebe5eb6a593f39f688d6cd0852ad592e.png
    │   ├── 0ba770dff18a3a5b807ac760c51890f6e1c7bfa402f20afb39f32c7b8042206a.png
    │   ├── 0bbeb74b9edbe464c0240daff793519baf5107e283f6f12c4e942b6e1da2c5fa.png
    │   ├── 0de667931e8aba20bcb8feac5344681e301ecbc11873c979f1ad98d83802b919.png
    │   ├── 0e01db7e9b0ab0d74f10e3538ad921954a0af6edb7d8e6eaad7f5b612a7ef430.png
    │   ├── 0ed3f558c418970d8aac3b4018847eb32e524d5fae8c2e58145c54fbde109cf6.png
    │   ├── 0f3fc634952c62f362974ed0fe3726682580923fcd7644064c9a111668c55cfe.png
    │   ├── 0f8b4122bc6811bdf9ba30d9fe69d0bf1ed3bea02422c9c1e6b2f350b4a9bd6a.png
    │   ├── 0fab4f0fb35f9fc062cdc060c8506b248e104238907d520d60787d15b63e0aa7.png
    │   ├── 0ffbdf91518f69baf199572a7e38dd9802e11c9f0ab2142221463eda81d1ef43.png
    │   ├── 1.Python Numpy.ipynb
    │   ├── 10. 2D Diffusion.ipynb
    │   ├── 102c02b8887eb35d3620ecfc94e7c95b3fad846ef70ecc14f230ba7ca67b0921.png
    │   ├── 11. Burgers' equation.ipynb
    │   ├── 11d0b3ede1c85a76c0445bb698243db8b7287022dd89b9c057cc7fe33be4f63b.png
    │   ├── 11dbf6b9fa58e79ac19035508e3dcf05c6ea414adaf5f5745b6a73704f992446.png
    │   ├── 127aa8caa45f7fa09db9438180310c2375f769be249d6b67aeee41cfc65a85c2.png
    │   ├── 12947c7c1bff7954c365b2fbdfbc0c923257fb426f22becc5feec48a5f708666.png
    │   ├── 12c6407fb5c163f67df74a99c3abfad271464a14681af7de76d75b2cda294f13.png
    │   ├── 13. 2D Laplace equation.ipynb
    │   ├── 13032f66600f4199c7c5925e9443723a6f3743c4d3f3580895786e3920da3ff9.png
    │   ├── 13092611ef10171a7ef446bf9da84df302fc3e7993b31d3b97f547bdc3de0082.png
    │   ├── 13a82a569e384f7e2c170c0daafeb8a41e41bfa94b54496f39df41386b164381.png
    │   ├── 13b27cb9b75a35e6472dd00b5267cb7db792897094966e2848089db01d30129e.png
    │   ├── 13e8d6fe40af35e4bbefe3462f4b6f354afb368287fc63f75b76e154c4f52360.png
    │   ├── 14. 2D Poisson equation.ipynb
    │   ├── 1400384281a0fd00ffdd61c8a78dc6f63947b5390e9e3dc34c711c049f9b0e14.png
    │   ├── 1431de6d63d2121be5173e563f95363383e3072f53ed7a64d77ca320222fe796.png
    │   ├── 14a998cdcb46deca9bdefb99f884f5aa08a74c13db008e987d16f990539b8c4c.png
    │   ├── 14e393657e0af4f913183e9527edf6b7761b4ed83e18f309780a42d963e1759a.png
    │   ├── 15. Cavity flow with Naiver-Stokes equation.ipynb
    │   ├── 15.1. Cavity flow with upwind scheme.ipynb
    │   ├── 15.2. Cavity flow with Chorin's Projection.ipynb
    │   ├── 15abb1533a8d2c6f3b09224a6393198cfcbcbf4d206e11d5af7f15064108c7f4.png
    │   ├── 16. Poiseuille channel flow.ipynb
    │   ├── 16fe3d3276389c6c373549ab6d948be166e0856e6ec6a009d54bf2985c8f2d89.png
    │   ├── 17b1cf3715d4fba3dbbb074ec225e5676b6d418912ca226979f8334f312f1785.png
    │   ├── 17f7353565941172cafbe66b35feef816ae1c9abc4c47b32fef469c1cd50cb22.png
    │   ├── 18018facd9860603ba26182fecfdd2ab4259d0a2b6d535ce03fdf47512652a65.png
    │   ├── 188ef655d7f281eeec95443b5a97b77eeda21aa93dffb793dcffcb3f9cb3d317.png
    │   ├── 189b9a35ace74d7c0175269e7f71278314753e580c0eeb78ca59b37022f89503.png
    │   ├── 191bce96c4c6b2af068289175b10e89fd60bdd31e4daff7b3e2d873bf7a27c14.png
    │   ├── 1ab943fecf7b03b9ad9ba549c2d611e0db30b10ff769c178a9167cb77bd2090f.png
    │   ├── 1aea3cafd9f696986deb6ca7c6aa1dab44cb3935dbe3c7f8a89c79f111dca4c7.png
    │   ├── 1ca3776974e4db51c32170ee2b77f01e8500f88a1fb4412f5df77af16df9c59f.png
    │   ├── 1ce605c4d94f252d1b8467d912673dcb625c1bd0418d6775c56d158ff08ac2cd.png
    │   ├── 1e0b7063988d5515fe093c5098c6cffd0c9164694d41b28f770af30666fae951.png
    │   ├── 1ea3880b9278f4fd02d33d213a9026a2958f46f27867dc5c0cb55b0c57aabc02.png
    │   ├── 1ef59969c8a83c61fe1b47057332c39a9106de8c8e4b59c34310a832469b5acb.png
    │   ├── 1ffe6c8f19c358f1c44f2d1909ebeb1a90e2ae329e0319ee4e537989fdaf7311.png
    │   ├── 2.1D linear convection.ipynb
    │   ├── 20a46e58a6ff5023ed267565d587ae8cd2376bdad699667006eaaaaa7af81014.png
    │   ├── 20c796c915f76b46597067f6c2c136ea4a500898b471eeac48c05e9bf0c7ffe0.png
    │   ├── 22f0be83dafde56f688c621365cbc95d04ba1fb27622fb3be02943dde04cb40c.png
    │   ├── 23bb704ba84986df87f019fd31a66065506a0a22d16a9795469d4bef8845c6c3.png
    │   ├── 241ae76907d50250f27fc4c995109f1e17e80da823f024c95f8ad49abcad316c.png
    │   ├── 24782d7bb5e2cba7e6066d6d9029e874bb9b20d304589c3e211913ed38c5537d.png
    │   ├── 25. Optimization of a dynamical system.ipynb
    │   ├── 2525c35a007b36dc2e5d01e65af8af285ae445b19bb6563463e5b198f10398c8.png
    │   ├── 2553ca2650518e3c47560813b57c6bfb8c3945247c62f54f1c194eed3ea0bf1c.png
    │   ├── 2592b9d011d64d4177080fd3a5fc5cf9d4f5fbcafb47a2bb514b98f89f72e577.png
    │   ├── 26.LBM
    │       ├── 26. LBM Poiseuille flow-2.ipynb
    │       └── 26. LBM Poiseuille flow.ipynb
    │   ├── 26e21bbc7f4d45f70b6f0b034f423bf3a11d226aabdf6c96174915bb4028c9a6.png
    │   ├── 27b915fb34c3a28d9870f202ebd0527aea62b8126f924f00a7f015d77d71b7f1.png
    │   ├── 27eed536ebd5e01eadd4cbdb6fbdb52f3747ca52a0225069c486c855bcc79872.png
    │   ├── 286e2516e4f7b7840c113f75a1a2f1c4356ac48d0754275e9652414290fced74.png
    │   ├── 2873f9402abd198695894e155ca8a6fb769744731ec07f7a467e6b2aa761c6a3.png
    │   ├── 2a5f4b498dee3278470d91d15b07e9d27065417b0051b17fd139be0e71353c1d.png
    │   ├── 2b554584e816a1e24f524091e0dd6118afebdf2a4b23235c1014556015c8742d.png
    │   ├── 2b7d631aef1c8da86cea7a34089c546f54b1a6d8ea419e0f124e4ffaad249dfd.png
    │   ├── 2d2be3060ffd605be3f505c51568ec737554d41f57766a567bf5781367a49e76.png
    │   ├── 2d41c77e98d806a14b6dadda50c86aeccce9bb119dc2d87cc95c3b74c55893d5.png
    │   ├── 3.Nonlinear convection.ipynb
    │   ├── 30c678a913b0b394ff26f2de8a10105dea753e9b7c847fedb23d7e8963c6c376.png
    │   ├── 333f255868ea4bde58bad6af1e76a47d393663d92e0b4ed3cbc4c10312312a34.png
    │   ├── 34d964d832a36a645660515f011918fb8256cb232705504f71afe5310000c33f.png
    │   ├── 34e119704cee6a65d95e55928e21deac5750478b43437ac87c66aca388cef920.png
    │   ├── 35828c6e50f3f7b351b5d93391ac2bb42413d8ece5c9ba076f502f0d6c29ea64.png
    │   ├── 3778275f331c5d55dbab667cea21fb78b4438876b9a5133ac2e721d68bd56878.png
    │   ├── 37dd24d6eabfc9a2ae115894525e37e87928e10fbe9f9d7d0f8364d88a304fe9.png
    │   ├── 37dd9eb1d6544bd0bc57ce82f31028a40fb803800a8f1e0205148cb3e3d993b8.png
    │   ├── 37f070b4f8777a2805462c06d3b250b28971976bff307909f27c34923591786b.png
    │   ├── 380c6dff24bf308db10aa2accd16c47a7ec262843db03adeb5954e8f9dd2a3f1.png
    │   ├── 38609a7e30d5362c56bf72d27a23bad18e6e7d66565c9747b1eb29122c1c9ccd.png
    │   ├── 3893a11d3822681ff9a2b22f20caaa56df862b4e5dba8c796d17cebef2c59cda.png
    │   ├── 3a39e898b681415d721b352e01c9be5bc0101c3afe89826d663473e69cb0dfd3.png
    │   ├── 3b323e251ffed6d8583295db1e3df6a5fbfd38d42c939511f2b5bcf73ae5576c.png
    │   ├── 3c8802da56d86088be884602959bbe0fb5f932ee7d2c22fddddef6c30f328ff2.png
    │   ├── 3cd9c4d101e98d4a74cd8faf0cd617a5e763e0dccce48ee8caaf71ad464ebac3.png
    │   ├── 3d331549f85eaf1a3557ade7567a65f7c34b3fb1cf1c10bef2f1aa1904605970.png
    │   ├── 3d7bf3a24f3cafbffad3985bc30b931ebafdf1b14b55a5f66aecc459c19fab33.png
    │   ├── 3eeb1c60d0f16de76eb0bbf43fa35a5a3ebd351660983be13f1a8fc7f4078ab4.png
    │   ├── 3fe91363cbb3be861bec6a584640e1cf86b4d07291d73ad53cdf0d8f3e79c5cf.png
    │   ├── 4. CFL condition.ipynb
    │   ├── 41737a8ad5ca09138307e955383c2e1544fd360175f1301d462b231292e92843.png
    │   ├── 41af9b6790ac5ef16406af229cbc25b9ae9a7b66a036ba3a369d61b6e824bed7.png
    │   ├── 428c8b08227b445a0207518a17207b17554c1c3fe146d6477b49f265c354a2ef.png
    │   ├── 4334166485a885b56f6b55d40443267d98c144fcae773fe5036666bfcd3494a4.png
    │   ├── 43d39bab60d7c00f7f3f610982e545ca7b798197993909bbbf1af25586f4ff54.png
    │   ├── 464ca6fc985ae649ab4d7c7cb0074ff42188efd3d61be322e6d9958b5c8ed289.png
    │   ├── 465398f75075328c9fb1177a9dd9e5945b93d7329980152229f98fcd479eb3d6.png
    │   ├── 46cce864340fde77b3435c8a6b6f2c1f7857faec34ec1c6c53e42130c6dda218.png
    │   ├── 47643a88caa7d4728a9dbddd2d6cd4c2540fa200ff4214dd52a7c3b3455c476f.png
    │   ├── 4797157e44b12211b615727416478e41dbc6b6cabf7ca6334d2b589fdd163dba.png
    │   ├── 479e89a51001e513d761433e965ba597a4d366a6ac273fcc64ddbd94c90aa7ff.png
    │   ├── 47caf49820ccc5ec0e702a4d26de7306ad04e1026c44baab53d79acd4d641546.png
    │   ├── 496138e6aee10872fbbad851001cf6e0b23cf4ffe81636cdca521b596a2a27d7.png
    │   ├── 49844da82123db263813ea6c832e706c7e32e61e576e2938e89414f559f54be8.png
    │   ├── 49868ada459ead31cd3a837c9837d3d8a5128a3107bcde427625982ce078cb24.png
    │   ├── 4a0752bc92bcdef82c90ff90d4233b86ac11446cbab60661a753133709765296.png
    │   ├── 4a71e9906abad3a162b79d34a4da544a2e8b3c1734359b8faa6f33abc858c6b2.png
    │   ├── 4aabe6c4b821d5dff887671ed5e9aa5d313b0f68c74666cf9d4abdd7a7c12b98.png
    │   ├── 4bbd2b9b6e9acd79de1633400cb59af0e7d41761dfe9bdf18af3a9b16c0b5c0e.png
    │   ├── 4bfb6b56e74bfc7fa5fb8e330c83a4c234b56c3a567b4973f7f8d518c7b5fd8a.png
    │   ├── 4cb3cb22ca95ae2c80af8e1ead829aaf025408011ba5d1611cadd0dacc36345f.png
    │   ├── 4cf109adfc279e7f9fe23314ead1a66ce610f314f2c1762168c94aa6513064be.png
    │   ├── 4da94ec6b1035287525d61294dec050b79bd396b8cabfe05453d58b787fe149f.png
    │   ├── 4f45312b08ceb3d20eab4499c47614f7755de6193c594fce5af7830f5d2f5052.png
    │   ├── 4f80e8789ae7a161f471e7ea3616465d78ecc9601d6a4157433cc027b38eedc8.png
    │   ├── 5. 1D diffusion equation.ipynb
    │   ├── 504de17f8856669763ae75e96416051d69f6ebc6104a53765e807cb70dae7ca9.png
    │   ├── 50b78add5b4d44b4822c5c4fa692c84e7a4f1262ccdf9b6b22d73466db4579eb.png
    │   ├── 517a617473cf42fd74dabb7bd299c8690530e45b369dac42456f58d5fb852c51.png
    │   ├── 53c2389543f992b1bddf3a746623cdda4cfdd31b981d42115283efac51185725.png
    │   ├── 54b0a87ca745af383cb0042e491f046b88e829e13e6939d27b17794f65c1f2dc.png
    │   ├── 54c616710b6d685fee068cbcdeb337cf92a3e1ed80f7562de4012bdfc83984c6.png
    │   ├── 55000e1d1ecac61395187688e5f175b5c773d2eeafe9c4cd0c659256d11587a1.png
    │   ├── 5567469398254292fb10d9474ef9ee77b2a097612b61f8b975b60e831b8754ef.png
    │   ├── 556b7a48b2bc01f32a908d9822bc4dd5bf3b10b7ff7894ddbe5ad833f98528d7.png
    │   ├── 56508f14605e54ad954e445c716661489f54c01c32788d85831cbfa4a1d4bc30.png
    │   ├── 569b7f9fafd7bfd5e54aace9d781d2e67202e889cdfe8299d97c5f5f1cffe920.png
    │   ├── 56dffd99f43bafbefa943f22a540e10c459e5d6c3907cb60c6c36c93ec464443.png
    │   ├── 57180a41192c2917a196dbdf84fcf9be83ba5e53f9b748451d93400a0347441f.png
    │   ├── 577dbca898d83a6ce52ef4bb352069eed8fc34ceb938601b239475e060302c7d.png
    │   ├── 587a498e0322c73dc6a251c2b1533c1af2ff5c2df2420a56c440a801cb64c805.png
    │   ├── 5ac77224ab1324d415c62e37ef610418e20b85ac8695028eedbf31f661cc677e.png
    │   ├── 5b61a142c7eac51b4cc0854836cd87b34b056d48b5a12edea5413d524aaeea14.png
    │   ├── 5c11cdf69784c86108fec3e374ab240b54d78967bb94a396de3a8adff86044b0.png
    │   ├── 5c934743da03ce96db9e3943bab3b6f911b2ba9aa7e75729fe8f015ca718a0da.png
    │   ├── 5e7061571637dd5991cfa2c73929f49b030d380b983d676f3cdf40f31b64a27b.png
    │   ├── 5f9e99b5bc8b2cfb2aac62909410635719047fddcb2d1d7fceed3ca12a7cebad.png
    │   ├── 5fc1db431ffefd569c41449c69a43a1395e00c959df0ef63add7a5695e72ad73.png
    │   ├── 6. Burgers' equation.ipynb
    │   ├── 606140c5d7975387a75eca6f00c28dbccdd734dd2fc652a90d96584f23f114a7.png
    │   ├── 60f620a218f5ce781eb329e3ca3e678c31f5803847f1664f16e6bddee5e10547.png
    │   ├── 61d84768a50982a46f29d0842311b07d0f4bf250b422260f03666d15b979c4b2.png
    │   ├── 62373909c23b1b82db07978ecca431cd2966573891a56feee8ac5948c30d5b29.png
    │   ├── 626a2fe6d80fc750d18de1c2c928ff6a1642365c5cf1034105875cdc7d9a3f0b.png
    │   ├── 6425f1027235043346029270b06460b8134369e464d0e13f56481bc2dcacb0f7.png
    │   ├── 652dd2ab390cf10df18b43ee43e55dfce8a13db322547de1b02cb2d0617eb8e1.png
    │   ├── 661cb1fa55458c990f2781624a40c3c0a0c66518bc6c45581f296228fc8cf25e.png
    │   ├── 66c1b1a2f3d6d3cec2dcd696f1b49b6be64bb65b1d33b029f481ecb15a13562c.png
    │   ├── 69c9bac58f50f1ee2d50e7cad0a1ea265cbbd286925c58e33eef46c53d42ed77.png
    │   ├── 6a7291483d5a76daffd50e14ca07ed633a11e90ab3283d4dba1db5f977b34ab1.png
    │   ├── 6abdadd2a9b94b7536172ba5c3354bc3704db92e54e308774c45b60db700793e.png
    │   ├── 6acf3b7fe00c945356c8b0f8248c2ff2cd1d45206dc4d914168ec8d4ad64591f.png
    │   ├── 6ad3ac9be6e743a17ba231312642638e84b6b3ffb26842e7691f21faace1f57a.png
    │   ├── 6b16647868dead0b33fd3e069c94de1b0e2dfd7ce0c75028e3f86579a7f25df7.png
    │   ├── 6b344a97f8a2dfacfe902922cacbea1a3b8416757d7cafe06d1e918f5a5e3b86.png
    │   ├── 6b921dfe260c64e160d187050916af9c8ad6ff8154f39989848581364d7f1573.png
    │   ├── 6bba8ba9dcac864c4c96606e8f3d46e4b8b5c9296bee63cc5722102bee4709ed.gif
    │   ├── 6c410cc5c33526b76aff0b399904bbb49f5c61b69929fe6ee0de37d84ed32d81.png
    │   ├── 6cbf2e5885fc708623471c5ac9cdc4a2f22246accd7ce5863ec4559bcaedaf71.png
    │   ├── 6ccf554b2fde0f2b03401b4870f70de88a414c02d281f957711d69ef38fa39f4.png
    │   ├── 6d37bcb525c1b995656397992866d60123d8f540a9903bc7b15a734956d74068.png
    │   ├── 6ec9f9207f8774e546cd9a50c041f9d02225d8265bdbc181c7d7baca429306a7.png
    │   ├── 6ee7b619976ff43124c8606357c91029dd096cd4422a79f79b4010d3fcef6290.png
    │   ├── 6f39a49e72f9d913f9dcd112740828bf5b216662ca794d32bbbe937f9c46b214.png
    │   ├── 6f68d81fb83922d9b423046248c34662f98a0896cc9abf12fdf94be2cb34cbe3.png
    │   ├── 6fabfd260efd566d4e96573391c2828d18d84ea150c3263236a620cddaedc389.png
    │   ├── 7. Array_Operations_with_NumPy.ipynb
    │   ├── 70da7a83e3b0dd48138d7204788c6ffd3bfb9ff59822007ec2ca356e92b5d880.png
    │   ├── 72732f37fc07355df936fd546a0c717b976dcaa17e93515250c51fa47622fa3a.png
    │   ├── 72dd3fab0cb4770b743a8d3c786492836bd28a7e89e991740adcd0b75f8d915a.png
    │   ├── 72ed79557122a1b77e44f8da5f050b11d07fba3fd73d72fe5d0a115069bd2f71.png
    │   ├── 733f301d20342fdc3c830690a31545a5596ded3a7273eec865c2b735ea977082.png
    │   ├── 74f141752b14a578f467ef7c9ffcdfe6492c833fa7fbfad1d69aff28c8c422e2.png
    │   ├── 758e66cc50dad32dce830f3660fc6ea194d0ef5ef92c0f0e446c94ed53f15ba1.png
    │   ├── 760340de300830e3ebf0387c0e643971a3b451c32e14c06a270ba350da0c2804.png
    │   ├── 76da73ef381825a684b3e325dbf4b7cdcd05bfb3560db8baaa280ec9072e6209.png
    │   ├── 78380261e7a0a8977ba87d45d0a91bfef073046c117888cf876a5f0861ca126a.png
    │   ├── 78e3fc38dfbcba625e8cef2d43e6865e3e5dffac56030a68ccd7b230bfa95f23.png
    │   ├── 79ebc0d6e9bdaf66c76e097417c0e650bfcd83e14adcbc1d9ff5ed52dc07671a.png
    │   ├── 7c3441ff8732f603bf6d9f9ff2b8eaa24e8b6b423cad46650e0e4f3a366b43ef.png
    │   ├── 7ce876ee92add40efd28ed2b8114c9add943d171ecc18c9328393c305e87b519.png
    │   ├── 7d8e8add995d7389a73bf18c4d799b4faf5fe0e56ab812fe0400e88645daf947.png
    │   ├── 7d967373237f80be4a7caf2646829ba32d198b08abbc452b996dd5a310127952.png
    │   ├── 7d9f82025f45ca1539d7dad917d52483100b1a45c4c51bf616c4b02733481657.png
    │   ├── 7e3c84f6c4ffbb801fce6a51c5d03800ada67b4020f261a7c7150ddbfe1aec84.png
    │   ├── 7e8acad0c9d5ebbb07811143c4918f462f7f981a08852af6b9e7055643ac86c2.png
    │   ├── 7f358a7618820fb049f93f9559f0754f782f38e002682268d0e4e14c7938d4c3.png
    │   ├── 7f53319d747611c398e957440670d550aa8cb447c98e4a1619faa1363a5bd27f.png
    │   ├── 7f545abf9a13eddc6971db1c51807892b975dcecf6147fd5ddfe9879ec123d2f.png
    │   ├── 7fe5ebade6a99a39a66b3c261ad1f99d8359d42f3cc724d03a13bc26b93bd841.png
    │   ├── 8. 2D Linear Convection.ipynb
    │   ├── 806400d39f9f814b6c938674118db879c23ab7f31550d1b6a48ab4537a28a59f.png
    │   ├── 80ac6d6f9854b63c6d699edb7f19292930aebbb052a2e2ba122b97ab60807ee0.png
    │   ├── 813fc24b182b194870af3e7a527867bbe31cc2ffdf7f788f0ea1f47cb03be670.png
    │   ├── 819f7466d85470bc187a32eb305396c52b723aabbdd8c0911400e739ffd5e746.png
    │   ├── 82638c65ff0af365bff6636968b4ddadc2deaf507fbfed7281eb983ade1f4111.png
    │   ├── 8395a50d2c62eb5ce2c8fffb410aaf8f1b894a94cc1813830cd4f65b76319dbb.png
    │   ├── 84384fefc8414c40028b31e42251f90e9590fc9cb774b267d63b90eeb0001510.png
    │   ├── 8439604464802123f615edfeffc4d3b633fdda4b964c2ce69a66a9698eff5014.png
    │   ├── 8450e1455b718451c90ffa74d3a9dc8fa1a153f4bd2159f3be96cc2d11e5347b.png
    │   ├── 84e7c02d5991eebb274882a840c090aeb420d771956996d18c4be2f25130e725.png
    │   ├── 85d9c46d069b8a4db10da69fbfa95e97540557a4d64e4348d0721517ade03307.png
    │   ├── 85ee2d99d1088ec2331c5641b95fd5af65e89f8320e5c317342d469f01f2a72a.png
    │   ├── 8663ce9b4a03fb3e37cdc8c82931c4d06e728c541c4cd15cbb5660451b374965.png
    │   ├── 868e13f06ddc3d0ef1f295e73dc72981d534f17f1bc0f10d481aea2bfe82de63.png
    │   ├── 87151b5f238f3daa3a36b4866ebcf128eefe6a518a24f6e17bad985ff8f6fa18.png
    │   ├── 8784183c1ba5ad5298bd58472ad05b55630057124487ee2bd1d76804beca3334.png
    │   ├── 880a7925a0f99888f5679bcca545be9334193107a32ea6f1221b996a8fcf778f.png
    │   ├── 891bf0c1edc029377b49d98c0caafaf0441a99f440532c641f0aaed7e9787262.png
    │   ├── 8a5584048d7a20b20c4f228d8362f4056b0ce66264349d95ebb62bc91e8c9e80.png
    │   ├── 8aeb36d02452c83f0096fb31e79057fcd022b3206e9708ca30a9d71370333ce5.png
    │   ├── 8bd8806b1de1fc43c6dc2556941d89e234ab89927bf463fda2b3a07b4344694d.png
    │   ├── 8c9c0a972a87c7af887ca28b428404d673b1a39cd0af70038d87c14412cc2384.png
    │   ├── 8d766de0da9a2faa769ef1c2f92bee1ffed8b1e454a00d97ab2c4d6921e82c07.png
    │   ├── 8dac7d42738848bcaf35d4367c405b8756c0469e4f9b9c0b01e290144b38788e.png
    │   ├── 8fa3bc579b5cea97a2783b417f55ff0b8d82f1f7512668483f95111cf683ee32.png
    │   ├── 9. 2D nonlinear convection.ipynb
    │   ├── 90562afbe882dc2dcacbba76e49f6068b6bd124c6da4fe17fa437ddd859c7a18.png
    │   ├── 91908ec122c7e0e3afcc505d44dd1b915ad5916ff776c039342d353f3fbf6398.png
    │   ├── 9220a14e8f93ee82b52c16da0ae4265355eb496832fab73cbd41b27e56f42fbe.png
    │   ├── 92b046067e9a8a7897f03eafbc2e726c944dfceb98b34c138ff76ef9c638e73a.png
    │   ├── 93b42f0cffa79718f895a337a7376e4c0ef5f9ba8897860dff596cc9535c606b.png
    │   ├── 9448f3926ce4879dcc3a0a3f8c979c8e0a4abb5970da4faefe50c76d5f15e77c.png
    │   ├── 96798cec17a5fcd6e0f34cbd6b129731bc8d76314e77bf069135d4064ce8e20d.png
    │   ├── 96a6949c51c9c398b738053b15c8fb7eb715a8337b37fedc397ec620a85d5fb1.png
    │   ├── 96d3ca113c380618a65409c714c2b8cb07ddd49a35c24e289e343ac61899cc31.png
    │   ├── 972b942b7b61ad788b8033c43e75fa755ea16ff1e1526a5c45e25f0b6b0f41b1.png
    │   ├── 98721f0db4f7d904fed159e487b777c21f625249e315c616d4e2493578602ecb.png
    │   ├── 99dd1d5f1ceb0bff31bb9fdbc37df32c00c913d7c146291e7906a10ed1d19e23.png
    │   ├── 9aca12a83bc48de8d90986c2ca4e46cef426394c6770a79910b3aa7a0bd48d88.png
    │   ├── 9b0f51f055ed6c61f641a6cb34c8d6c38e888ae650514d8d78c47a8aa1033866.png
    │   ├── 9c31e6e0b8c7450dddb6b229542f25c889bd3dd472569a94ca7dfac5297830b3.png
    │   ├── 9c3a1a9ddfe9a030ca671f96462b6597331c0e5b6d93ad802232b70625cb1616.png
    │   ├── 9c642720441fb0f12a10055a55dcc8b2cc917281da605a75f3c5558109b1a46f.png
    │   ├── Copy_of_17_JAX_basic.ipynb
    │   ├── Konayashi_1993-main
    │       ├── jax_version
    │       │   ├── kobayashi_aniso_jax_ZGAN-2.ipynb
    │       │   └── kobayashi_aniso_jax_ZGAN.ipynb
    │       └── numpy_version
    │       │   └── kobayashi_aniso_numpy.ipynb
    │   ├── S1. 2D Poisson equation-implicit and explicit JAX method.ipynb
    │   ├── a01b3708a86d539425b85c7dea24dddb26444ee51378a9cac69cb8088500b842.png
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    │   ├── a09222df75e4445078f02f539a2c8b8ba1484fed4b38c276bdd8c40d7077cd43.png
    │   ├── a0bfdd46dbe31cdb73135cf02efa26b3c68efd09c0567ddfacf6a49d6bd4f38d.gif
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    │   ├── f57eab56d58d313a0e81bdb634e8dc27bc33aea73f05ad8cae75361527a5095c.png
    │   ├── f5d8d0e89628056a693af901777284b48cea4fd4d0368dd69d9af0128d33d74f.png
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    │   ├── f8890f85d9bdaf6df65eb7e841b4c101bf85489965055ea585bfa1cd30db3026.png
    │   ├── f92881743b0b13c5475a6333cf613bc34efcb70ad2246c237437880b1f761574.png
    │   ├── fa31c0366e553323512a3ea368baff5af162839f3d9325096e514bbccf8136e3.png
    │   ├── faa57accd9141daf2025860f90be2c6ba122954b9e1a05d745f01fc62699d4bb.png
    │   ├── fb9f50a7c6202c3a0ee3ef1bdebbbde6ff751cc97d6e96a70466f1efa7354826.png
    │   ├── fc7eb7bd46deb4ed93d79f18134b1878a1a046bae0a8fdc4f514b09bb0e52556.png
    │   ├── fd7661eaf1b0516514f92ecb42942b7e55d2b7dab4ae6493df80af84f775256a.png
    │   ├── fedde3a8c48725a84d5233310c8ecfbae6444248854200834537168a69a331ae.png
    │   ├── markdown-notebooks.ipynb
    │   └── notebooks.ipynb
├── _config.yml
├── _toc.yml
├── cfdsimulations.jpg
├── courselogo.png
├── intro.md
├── logo.png
├── markdown-notebooks.md
├── markdown.md
├── notebooks.ipynb
├── output_11_2.png
├── output_9_2.png
├── references.bib
└── requirements.txt


/0.intro_CFD.ipynb:
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https://raw.githubusercontent.com/DrZGan/Python_CFD/HEAD/0.intro_CFD.ipynb


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/1.Python Numpy.ipynb:
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https://raw.githubusercontent.com/DrZGan/Python_CFD/HEAD/1.Python Numpy.ipynb


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/10. 2D Diffusion.ipynb:
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https://raw.githubusercontent.com/DrZGan/Python_CFD/HEAD/10. 2D Diffusion.ipynb


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/11. Burgers' equation.ipynb:
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https://raw.githubusercontent.com/DrZGan/Python_CFD/HEAD/11. Burgers' equation.ipynb


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/13. 2D Laplace equation.ipynb:
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https://raw.githubusercontent.com/DrZGan/Python_CFD/HEAD/13. 2D Laplace equation.ipynb


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/14. 2D Poisson equation.ipynb:
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https://raw.githubusercontent.com/DrZGan/Python_CFD/HEAD/14. 2D Poisson equation.ipynb


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/15. Cavity flow with Naiver-Stokes equation.ipynb:
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https://raw.githubusercontent.com/DrZGan/Python_CFD/HEAD/15. Cavity flow with Naiver-Stokes equation.ipynb


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/15.1. Cavity flow with upwind scheme.ipynb:
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https://raw.githubusercontent.com/DrZGan/Python_CFD/HEAD/15.1. Cavity flow with upwind scheme.ipynb


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/15.2. Cavity flow with Chorin's Projection.ipynb:
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https://raw.githubusercontent.com/DrZGan/Python_CFD/HEAD/15.2. Cavity flow with Chorin's Projection.ipynb


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/16. Poiseuille channel flow.ipynb:
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https://raw.githubusercontent.com/DrZGan/Python_CFD/HEAD/16. Poiseuille channel flow.ipynb


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/2.1D linear convection.ipynb:
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https://raw.githubusercontent.com/DrZGan/Python_CFD/HEAD/2.1D linear convection.ipynb


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/25. Optimization of a dynamical system.ipynb:
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https://raw.githubusercontent.com/DrZGan/Python_CFD/HEAD/25. Optimization of a dynamical system.ipynb


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https://raw.githubusercontent.com/DrZGan/Python_CFD/HEAD/26.LBM/.ipynb_checkpoints/22. LBM Poiseuille flow-2-checkpoint.ipynb


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/26.LBM/.ipynb_checkpoints/22. LBM Poiseuille flow-checkpoint.ipynb:
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https://raw.githubusercontent.com/DrZGan/Python_CFD/HEAD/26.LBM/.ipynb_checkpoints/22. LBM Poiseuille flow-checkpoint.ipynb


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/26.LBM/.ipynb_checkpoints/26. LBM Poiseuille flow-2-checkpoint.ipynb:
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https://raw.githubusercontent.com/DrZGan/Python_CFD/HEAD/26.LBM/.ipynb_checkpoints/26. LBM Poiseuille flow-2-checkpoint.ipynb


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https://raw.githubusercontent.com/DrZGan/Python_CFD/HEAD/26.LBM/26. LBM Poiseuille flow-2.ipynb


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https://raw.githubusercontent.com/DrZGan/Python_CFD/HEAD/26.LBM/26. LBM Poiseuille flow.ipynb


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4 | 


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