API Reference

• fol.mesh_input_output
  • Base mesh class
• fol.controls
  • Identity control
  • Dirichlet boundary control
  • Fourier-based control
  • Voronoi-based control (2D)
  • Voronoi-based control (3D)
• fol.loss_functions
  • Finite element loss base class
  • Linear mechanical loss functions
  • Saint Venant–Kirchhoff mechanical loss functions
  • Neo-Hookean mechanical loss functions
  • Elastoplasticity loss functions
  • Kratos small-displacement mechanical loss functions
  • Nonlinear thermal loss functions
  • Transient thermal loss functions
  • Allen–Cahn phase-field loss functions
  • Regression loss function
• fol.solvers
  • Finite element linear solver class
  • Adjoint-based Finite Element solver
  • Linear residual-based Finite Element solver
  • Nonlinear finite element solver with incremental Newton–Raphson iterations and Gauss-point state variable updates
  • Nonlinear finite element solver with incremental Newton–Raphson iterations
• fol.responses
  • Finite element response class
  • Notes
• fol.deep_neural_networks
  • Deep network base class
  • Explicit parametric operator learning
  • Implicit parametric operator learning
  • Meta-implicit parametric operator learning
  • Meta-alpha-meta implicit parametric operator learning
  • Fourier parametric operator learning
  • DeepONet parametric operator learning
  • Neural fields and hypernetworks