Nonlinear Optimization with GPU-Accelerated Neural Network Constraints

Documenti analoghi

• Formulations and scalability of neural network surrogates in nonlinear optimization problems
  di: Parker, Robert B., et al.
  Pubblicazione: (2024)
• Transient Stability-Constrained OPF: Neural Network Surrogate Models and Pricing Stability
  di: Garcia, Manuel, et al.
  Pubblicazione: (2025)
• MathOptAI.jl: Embed trained machine learning predictors into JuMP models
  di: Dowson, Oscar, et al.
  Pubblicazione: (2025)
• Constraint-Informed Active Learning for End-to-End ACOPF Optimization Proxies
  di: Li, Miao, et al.
  Pubblicazione: (2025)
• GPU-Accelerated Optimization of Transformer-Based Neural Networks for Real-Time Inference
  di: Mukherjee, Soutrik, et al.
  Pubblicazione: (2026)