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docs/source/aims_25.rst

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- `Function spaces and inner products <https://wp.doc.ic.ac.uk/spo/wp-content/uploads/sites/31/2013/11/notes.pdf>`__
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- `The Ciarlet finite element <https://finite-element.github.io/L2_fespaces.html>`__
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- `Nonlinear problems <https://finite-element.github.io/8_nonlinear_problems.html>`__
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- Devito: `sympy <https://colab.research.google.com/github/devitocodes/devito/blob/main/examples/userapi/00_sympy.ipynb>`__, `Devito <https://colab.research.google.com/github/devitocodes/devito/blob/main/examples/userapi/01_dsl.ipynb>`__, `Acoustic Wave equation <https://colab.research.google.com/github/devitocodes/devito/blob/main/examples/seismic/tutorials/01_modelling.ipynb>`__
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- Devito: `sympy <https://colab.research.google.com/github/devitocodes/devito/blob/JDBetteridge%2Faims_25/examples/userapi/00_sympy.ipynb>`__, `Devito <https://colab.research.google.com/github/devitocodes/devito/blob/JDBetteridge%2Faims_25/examples/userapi/01_dsl.ipynb>`__, `Acoustic Wave equation <https://colab.research.google.com/github/devitocodes/devito/blob/JDBetteridge%2Faims_25/examples/seismic/tutorials/01_modelling.ipynb>`__
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- Software for adjoints: differentiable programming
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* - **Late AM**
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- `Our first finite element problem <https://finite-element.github.io/L1_introduction.html>`__
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- Firedrake practical 1: `Helmholtz Equation <https://colab.research.google.com/github/firedrakeproject/notebooks/blob/aims/01-spd-helmholtz.ipynb>`__
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- `Systems with more than one variable <https://finite-element.github.io/9_mixed_problems.html>`__
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- An introduction to solvers and preconditioners
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- Devito: `Full Waveform Inversion <https://colab.research.google.com/github/devitocodes/devito/blob/main/examples/seismic/tutorials/03_fwi.ipynb>`__
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- Devito: `Full Waveform Inversion <https://colab.research.google.com/github/devitocodes/devito/blob/JDBetteridge%2Faims_25/examples/seismic/tutorials/03_fwi.ipynb>`__
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- `Deep learning introduction <https://github.com/NBoulle/physics-driven-ml/raw/main/tutorials/intro_deep_learning.pdf>`__, `practical <https://colab.research.google.com/github/NBoulle/physics-driven-ml/blob/main/tutorials/Tutorial_1_ex.ipynb>`__
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* - **Late PM**
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- Firedrake practical 2: `Dirichlet boundary conditions <https://colab.research.google.com/github/firedrakeproject/notebooks/blob/aims/02-poisson.ipynb>`__

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