Publicaties

• 2023

  Bayesian Physics-Informed Neural Networks for Robust System Identification of Power Systems

  Simon Stock / Jochen Stiasny / Davood Babazadeh / Christian Becker / Spyros Chatzivasileiadis

• 2023

  Physics-Informed Neural Networks for Power System Dynamics

  Jochen Stiasny

• 2023-11

  Physics-informed neural networks for time-domain simulations: Accuracy, computational cost, and flexibility

  Jochen Stiasny / Spyros Chatzivasileiadis

• 2022

  Accelerating Dynamical System Simulations with Contracting and Physics-Projected Neural-Newton Solvers

  Samuel Chevalier / Jochen Stiasny / Spyros Chatzivasileiadis

• 2022

  Closing the Loop: A Framework for Trustworthy Machine Learning in Power Systems

  J.B. Stiasny / Samuel Chevalier / Rahul Nellikkath / Brynjar Sævarsson / Spyros Chatzivasileiadis

• Meer publicaties