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Adds a new airfoil PINN example to /examples/#220

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peterdsharpe merged 5 commits intoNVIDIA:mainfrom
peterdsharpe:psharpe/airfoil-pinn
Feb 12, 2025
Merged

Adds a new airfoil PINN example to /examples/#220
peterdsharpe merged 5 commits intoNVIDIA:mainfrom
peterdsharpe:psharpe/airfoil-pinn

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@peterdsharpe
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Modulus Pull Request

Description

Adds a new airfoil PINN example to /examples. Specific tools and techniques demonstrated in this example include:

  • Using Modulus-Sym to define a physics-based learning task for a PINN
  • Representing custom geometry and interfacing this with Modulus-Sym, as is often required in engineering applications
  • Implementing custom NVIDIA Warp kernels for efficient point sampling of these custom geometries

Checklist

  • I am familiar with the Contributing Guidelines.
  • New or existing tests cover these changes.
  • The documentation is up to date with these changes.
  • The CHANGELOG.md is
    up to date with these changes.

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@peterdsharpe peterdsharpe self-assigned this Feb 12, 2025
@ktangsali
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/blossom-ci

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@ktangsali
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/blossom-ci

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LGTM! Thanks!

@peterdsharpe peterdsharpe merged commit 65de27f into NVIDIA:main Feb 12, 2025
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@peterdsharpe peterdsharpe deleted the psharpe/airfoil-pinn branch February 12, 2025 22:03
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2 participants