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Tesseract 1.1.2.dev30+g12197b397 documentation
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Introduction

  • Installation
  • Get Started
  • Differentiable Programming Basics
  • Tesseract User Forums

Creating Tesseracts

  • Creating Tesseracts
  • Tips for Defining Tesseract APIs
  • Deploying Tesseracts

Using Tesseracts

  • Interacting with Tesseracts
  • Array Encodings
  • Advanced Usage

Examples

  • Example Gallery: Building Blocks
    • HelloWorld
    • VectorAdd
    • Univariate Rosenbrock function
    • Packaging local files into a Tesseract
    • Custom build steps: PyVista on ARM64
    • Installing local Python modules into a Tesseract
    • Out-of-core data loading
    • FileReference
  • Example Gallery: Integrating with Ansys Products
    • Wrapping SpaceClaim as a Tesseract
    • Wrapping MAPDL as a Tesseract
  • Demo: 4D-Variational Data Assimilation with Tesseract
    • 4D-Variational Data Assimilation for a Chaotic Dynamical System
    • Building the JAX Solver Tesseract for Lorenz-96
  • Tesseract Showcase

Misc

  • Frequently Asked Questions

API Reference

  • Configuration via tesseract_config.yaml
  • Tesseract Endpoints
  • tesseract Command Line Application
  • tesseract_core Python API
  • tesseract-runtime Command Line Application
  • tesseract_core.runtime Python API
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Example Gallery: Integrating with Ansys Products¶

This is a collection of examples where Tesseract is integrated with Ansys products in various ways.

The Ansys software suite is heavily used throughout the engineering simulation industry. Wrapping Ansys products as Tesseracts allows you to embed them into Tesseract-driven compute pipelines — acting as poweful data generators, differentiable solvers, geometry engines, and more.

See also

You can find the code for all Ansys Tesseracts in the demo/_showcase directory of the Tesseract Core repository.

SpaceClaim

A Tesseract that wraps SpaceClaim for CAD geometry creation.

ansys_integration/spaceclaim_tess.html
MAPDL

A differentiable Tesseract that wraps the MAPDL solver via PyMAPDL with an analytic adjoint, for use in SIMP topology optimization.

ansys_integration/pymapdl_tess.html
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