Namespace AiDotNet.PhysicsInformed
Classes
- DomainDecompositionTrainingHistory<T>
Training history for domain decomposition PINN training.
- GpuPINNTrainer<T>
Provides GPU-accelerated training for Physics-Informed Neural Networks.
- GpuPINNTrainingOptions
Configuration options for GPU-accelerated PINN training.
- GpuTrainingHistory<T>
Training history with GPU-specific metrics.
- MultiFidelityTrainingHistory<T>
Training history for multi-fidelity PINN training.
- PINNGpuMemoryInfo
GPU memory usage information for PINN training.
- PhysicsInformedLoss<T>
Loss function for Physics-Informed Neural Networks (PINNs). Combines data loss, PDE residual loss, boundary condition loss, and initial condition loss.
- PhysicsLossGradient<T>
Holds loss and gradient information for physics-informed objectives.
- TrainingHistory<T>
Stores training history for analysis.