hookeai.model_architectures.rc_base_model.model.recurrent_model

Recurrent constitutive model (wrapper of known constitutive model).

Classes

RecurrentConstitutiveModel(torch.nn.Module)

Recurrent constitutive model.

Functions

get_problem_type_parameters(problem_type)	Get parameters dependent on the problem type.
init_data_scalers(model)	Initialize model data scalers.
material_state_update(strain_formulation, ...)	Material state update for any given constitutive model.
vget_tensor_from_mf(tensor_mf, n_dim, comp_order)	Recover tensor from associated matricial form.

Classes

DruckerPrager(strain_formulation, ...[, ...])	Drucker-Prager constitutive model with isotropic strain hardening.
DruckerPragerVMAP(strain_formulation, ...[, ...])	Drucker-Prager constitutive model with isotropic strain hardening.
Elastic(strain_formulation, problem_type, ...)	Linear elastic constitutive model.
LouZhangYoon(strain_formulation, ...[, ...])	Lou-Zhang-Yoon model with general differentiable yield function.
LouZhangYoonVMAP(strain_formulation, ...[, ...])	Lou-Zhang-Yoon model with general differentiable yield function.
RecurrentConstitutiveModel(n_features_in, ...)	Recurrent constitutive model.
VonMises(strain_formulation, problem_type, ...)	Von Mises constitutive model with isotropic strain hardening.
VonMisesMixed(strain_formulation, ...[, ...])	Von Mises constitutive model with isotropic and kinematic hardening.
VonMisesMixedVMAP(strain_formulation, ...[, ...])	Von Mises constitutive model with isotropic and kinematic hardening.
VonMisesVMAP(strain_formulation, ...[, ...])	Von Mises constitutive model with isotropic strain hardening.