Connection of deep neural networks to differential equations

• Date: 29. 4. 2021
• Time: 14:00 - 15:30
• Address:
  Sokolovská 83, Praha
• Room: Online via Zoom
• Speaker: Petr Šimánek

Short review of deep neural networks (DNN) with emphasis on used mathematical methods. Applications of DNNs for the solution of differential equations and analysis of DNNs with differential equations will be briefly reviewed. Some results in weather forecasting and learned gradient optimization methods will be presented.