Trustworthy AI in numerics: On verification algorithms for neural network-based PDE solvers

Documenti analoghi

• Near-optimal learning of Banach-valued, high-dimensional functions via deep neural networks
  di: Adcock, Ben, et al.
  Pubblicazione: (2022)
• Adaptive integration of 5-convex and 5-concave functions
  di: Wąsowicz, Szymon
  Pubblicazione: (2026)
• Meshless moment-free quadrature formulas arising from numerical differentiation
  di: Davydov, Oleg, et al.
  Pubblicazione: (2024)
• A median QMC method for unbounded integrands over $\mathbb{R}^{s}$ in weighted unanchored Sobolev spaces
  di: Ye, Ziyang, et al.
  Pubblicazione: (2025)
• How sharp are error bounds? --lower bounds on quadrature worst-case errors for analytic functions
  di: Goda, Takashi, et al.
  Pubblicazione: (2024)