DAE-PINN: A Physics-Informed Neural Network Model for Simulating
Differential-Algebraic Equations with Application to Power Networks

DAE-PINN: A Physics-Informed Neural Network Model for Simulating Differential-Algebraic Equations with Application to Power Networks

9 September 2021

Papers citing "DAE-PINN: A Physics-Informed Neural Network Model for Simulating Differential-Algebraic Equations with Application to Power Networks"

9 / 9 papers shown

Title
DAE-KAN: A Kolmogorov-Arnold Network Model for High-Index Differential-Algebraic Equations Kai Luo Juan Tang Mingchao Cai Xiaoqing Zeng Manqi Xie Ming Yan 17 0 0 22 Apr 2025
Neural Port-Hamiltonian Differential Algebraic Equations for Compositional Learning of Electrical Networks Cyrus Neary Nathan Tsao Ufuk Topcu 72 1 0 15 Dec 2024
Quantum Neural Networks for Solving Power System Transient Simulation Problem Mohammadreza Soltaninia Junpeng Zhan 18 0 0 19 May 2024
Physical Information Neural Networks for Solving High-index Differential-algebraic Equation Systems Based on Radau Methods Jiasheng Chen Juan Tang Ming Yan Shuai Lai Kun Liang Jianguang Lu Wenqiang Yang AI4CE 14 0 0 19 Oct 2023
Physics-Informed Neural Networks for Time-Domain Simulations: Accuracy, Computational Cost, and Flexibility Jochen Stiasny Spyros Chatzivasileiadis PINN AI4CE 11 9 0 15 Mar 2023
On Approximating the Dynamic Response of Synchronous Generators via Operator Learning: A Step Towards Building Deep Operator-based Power Grid Simulators Christian Moya Guang Lin Tianqiao Zhao Meng Yue 27 8 0 29 Jan 2023
glassoformer: a query-sparse transformer for post-fault power grid voltage prediction Yunling Zheng Carson Hu Guang Lin Meng Yue Bao Wang Jack Xin 60 2 0 22 Jan 2022
Physics-informed neural networks with hard constraints for inverse design Lu Lu R. Pestourie Wenjie Yao Zhicheng Wang F. Verdugo Steven G. Johnson PINN 39 489 0 09 Feb 2021
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting Haoyi Zhou Shanghang Zhang J. Peng Shuai Zhang Jianxin Li Hui Xiong Wan Zhang AI4TS 161 3,799 0 14 Dec 2020