Recent Advances of NeuroDiffEq -- An Open-Source Library for Physics-Informed Neural Networks

Documenti analoghi

• Stiff Transfer Learning for Physics-Informed Neural Networks
  di: Seiler, Emilien, et al.
  Pubblicazione: (2025)
• Improved Uncertainty Quantification in Physics-Informed Neural Networks Using Error Bounds and Solution Bundles
  di: Flores, Pablo, et al.
  Pubblicazione: (2025)
• PTL-PINNs: Perturbation-Guided Transfer Learning with Physics- Informed Neural Networks for Nonlinear Systems
  di: Alexandrino, Duarte, et al.
  Pubblicazione: (2026)
• One-Shot Transfer Learning for Nonlinear PDEs with Perturbative PINNs
  di: Auroy, Samuel, et al.
  Pubblicazione: (2025)
• Gradient Scaling Effects in Adaptive Spectral PINNs for Stiff Nonlinear ODEs
  di: Yepes, Isabela M., et al.
  Pubblicazione: (2026)