Namespace AiDotNet.PhysicsInformed.PINNs
Classes
- DeepRitzMethod<T>
Implements the Deep Ritz Method for solving variational problems and PDEs.
- DomainDecompositionPINN<T>
Domain Decomposition Physics-Informed Neural Network for large-scale problems.
- InterfaceDefinition<T>
Defines an interface between two subdomains.
- InverseProblemPINN<T>
Implements a Physics-Informed Neural Network for inverse problems (parameter identification).
- MultiFidelityPINN<T>
Multi-fidelity Physics-Informed Neural Network for combining data of different accuracy levels.
- MultiScalePINN<T>
Implements a Multi-Scale Physics-Informed Neural Network for solving PDEs with multiple scales.
- PhysicsInformedNeuralNetwork<T>
Represents a Physics-Informed Neural Network (PINN) for solving PDEs.
- SubdomainDefinition<T>
Defines a subdomain for domain decomposition.
- VariationalPINN<T>
Implements Variational Physics-Informed Neural Networks (VPINNs).