Module PINNacle.src.pde.baseclass

Classes

BasePDE() :

### Descendants

* PINNacle.src.pde.baseclass.BaseTimePDE
* PINNacle.src.pde.helmholtz.Helmholtz2D
* PINNacle.src.pde.inverse.PoissonInv
* PINNacle.src.pde.ns.NS2D_BackStep
* PINNacle.src.pde.ns.NS2D_Classic
* PINNacle.src.pde.ns.NS2D_LidDriven
* PINNacle.src.pde.poisson.Poisson1D
* PINNacle.src.pde.poisson.Poisson2D_Classic
* PINNacle.src.pde.poisson.Poisson2D_ManyArea
* PINNacle.src.pde.poisson.Poisson3D_ComplexGeometry
* PINNacle.src.pde.poisson.PoissonBoltzmann2D
* PINNacle.src.pde.poisson.PoissonND
* PINNacle.src.pde.wave.Wave1D
* PINNacle.src.pde.wave.Wave2D_Heterogeneous

### Instance variables

`input_dim`
:

`num_boundary`
:

`num_gepinn`
:

`num_loss`
:

`num_pde`
:

`output_dim`
:

### Methods

`add_bcs(self, config, geom=None)`
:

`check(self)`
:

`create_model(self, net)`
:

`load_ref_data(self, datapath, transform_fn=None, t_transpose=False)`
:

`set_pdeloss(self, names=None, num=1)`
:

`training_points(self, domain=8192, boundary=2048, test=8192, mul=1)`
:

`trans_time_data_to_dataset(self, datapath)`
:

`use_gepinn(self)`
:

BaseTimePDE() :

### Ancestors (in MRO)

* PINNacle.src.pde.baseclass.BasePDE

### Descendants

* PINNacle.src.pde.burgers.Burgers1D
* PINNacle.src.pde.burgers.Burgers2D
* PINNacle.src.pde.chaotic.GrayScottEquation
* PINNacle.src.pde.chaotic.KuramotoSivashinskyEquation
* PINNacle.src.pde.heat.Heat2D_ComplexGeometry
* PINNacle.src.pde.heat.Heat2D_LongTime
* PINNacle.src.pde.heat.Heat2D_Multiscale
* PINNacle.src.pde.heat.Heat2D_VaryingCoef
* PINNacle.src.pde.heat.HeatND
* PINNacle.src.pde.inverse.HeatInv
* PINNacle.src.pde.ns.NS2D_LongTime
* PINNacle.src.pde.wave.Wave2D_LongTime

### Instance variables

`input_dim`
:

### Methods

`add_bcs(self, config)`
:

`create_model(self, net)`
:

`load_ref_data(self, datapath, transform_fn=None, t_transpose=True)`
:

`training_points(self, domain=8192, boundary=2048, initial=2048, test=8192, mul=1)`
:

PDE Burgers