Publicaties

• 2024

  PINNSim: A simulator for power system dynamics based on Physics-Informed Neural Networks

  Jochen Stiasny / Baosen Zhang / Spyros Chatzivasileiadis

• 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

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