62 lines
1.6 KiB
YAML
62 lines
1.6 KiB
YAML
format: jb-book
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root: intro.md
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parts:
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- caption: Introduction
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chapters:
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- file: intro-teaser.ipynb
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- file: overview.md
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sections:
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- file: overview-equations.md
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- file: overview-burgers-forw.ipynb
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- file: overview-ns-forw.ipynb
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- file: overview-optconv.md
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- file: supervised.md
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sections:
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- file: supervised-airfoils.ipynb
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- file: supervised-discuss.md
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- caption: Physical Losses
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chapters:
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- file: physicalloss.md
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- file: physicalloss-code.ipynb
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- file: physicalloss-discuss.md
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- caption: Differentiable Physics
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chapters:
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- file: diffphys.md
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- file: diffphys-code-burgers.ipynb
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- file: diffphys-dpvspinn.md
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- file: diffphys-code-ns.ipynb
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- caption: Differentiable Physics with NNs
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chapters:
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- file: diffphys-examples.md
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- file: diffphys-code-sol.ipynb
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- file: diffphys-code-control.ipynb
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- file: diffphys-discuss.md
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- caption: Reinforcement Learning
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chapters:
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- file: reinflearn-intro.md
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- file: reinflearn-code.ipynb
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- caption: Improved Gradients
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chapters:
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- file: physgrad.md
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- file: physgrad-comparison.ipynb
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- file: physgrad-nn.md
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- file: physgrad-code.ipynb
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- file: physgrad-hig.md
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- file: physgrad-hig-code.ipynb
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- file: physgrad-discuss.md
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- caption: PBDL and Uncertainty
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chapters:
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- file: bayesian-intro.md
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- file: bayesian-code.ipynb
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- caption: Fast Forward Topics
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chapters:
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- file: others-intro.md
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- file: others-timeseries.md
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- file: others-GANs.md
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- file: others-lagrangian.md
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- caption: End Matter
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chapters:
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- file: outlook.md
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- file: references.md
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- file: notation.md
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