Real-time optimal control of high-dimensional parametrized systems by deep learning-based reduced order models

Ähnliche Einträge

• Latent feedback control of distributed systems in multiple scenarios through deep learning-based reduced order models
  von: Tomasetto, Matteo, et al.
  Veröffentlicht: (2024)
• Martingale deep learning for very high dimensional quasi-linear partial differential equations and stochastic optimal controls
  von: Cai, Wei, et al.
  Veröffentlicht: (2024)
• A reduced-order model for parametrized Optimal Transport problems
  von: Bonnet-Weill, Elise, et al.
  Veröffentlicht: (2026)
• PTPI-DL-ROMs: pre-trained physics-informed deep learning-based reduced order models for nonlinear parametrized PDEs
  von: Brivio, Simone, et al.
  Veröffentlicht: (2024)
• PADAM: Parallel averaged Adam reduces the error for stochastic optimization in scientific machine learning
  von: Jentzen, Arnulf, et al.
  Veröffentlicht: (2025)