Partial Differential Equation Solving on Black-Scholes PDE European options In-domain grid summary
0.0023RMSEStudentPINN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| StudentPINNArchitecture=Fully-connected, Layers=[2, 20, 20, 20, 1], Number of Parameters=1,061, Activation=tanh, Knowledge Distillation=True2025.12 | 0.0023 | 1.017 | 7.22 | 6.77 | |
| TeacherPINNArchitecture=Fully-connected, Layers=[2, 50, 50, 50, 1], Number of Parameters=8,051, Activation=tanh, Initialization=Xavier2025.12 | 0.0023 | 1.018 | 48.87 | — |