CANOS: A Fast and Scalable Neural AC-OPF Solver Robust To N-1
Perturbations

CANOS: A Fast and Scalable Neural AC-OPF Solver Robust To N-1 Perturbations

26 March 2024

Sephora Madjiheurem

Hamish Tomlinson

Sims Witherspoon

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Papers citing "CANOS: A Fast and Scalable Neural AC-OPF Solver Robust To N-1 Perturbations"

10 / 10 papers shown

Title
Residual Correction Models for AC Optimal Power Flow Using DC Optimal Power Flow Solutions Muhy Eddin Za'ter B. Hodge Kyri Baker AI4CE 64 1 0 17 Oct 2025
From Acceleration to Saturation: Scaling Behavior of Bootstrapped Language Model Pretraining Seng Pei Liew Takuya Kato 92 0 0 08 Oct 2025
Revisiting Deep AC-OPF Oluwatomisin I. Dada Neil D. Lawrence AI4CE 72 0 0 31 Aug 2025
Flow-Aware GNN for Transmission Network Reconfiguration via Substation Breaker Optimization Dekang Meng Rabab Haider Pascal van Hentenryck 93 1 0 03 Aug 2025
Dynamic Domain Adaptation-Driven Physics-Informed Graph Representation Learning for AC-OPF Hongjie Zhu Zezheng Zhang Zeyu Zhang Yu Bai Shimin Wen Huazhang Wang Daji Ergu Ying Cai Yang Zhao OOD AI4CE 90 0 0 31 May 2025
Differentiable Optimization for Deep Learning-Enhanced DC Approximation of AC Optimal Power Flow Andrew Rosemberg Michael Klamkin Pascal Van Hentenryck AI4CE 145 2 0 22 Mar 2025
Accelerating Quasi-Static Time Series Simulations with Foundation Models Alban Puech François Mirallès Jonas Weiss Vincent Mai Alexandre Blondin Massé M. D. Montigny Thomas Brunschwiler Hendrik F. Hamann 157 0 0 13 Nov 2024
Physics-Informed GNN for non-linear constrained optimization: PINCO a solver for the AC-optimal power flow Anna Varbella Damien Briens B. Gjorgiev Giuseppe Alessio DÍnverno G. Sansavini 99 2 0 07 Oct 2024
Generative Edge Detection with Stable Diffusion Caixia Zhou Yaping Huang Mochu Xiang Jiahui Ren Haibin Ling Jing Zhang 174 1 0 04 Oct 2024
OPFData: Large-scale datasets for AC optimal power flow with topological perturbations Sean Lovett M. Zgubič Sofia Liguori Sephora Madjiheurem Hamish Tomlinson Sophie Elster Chris Apps Sims Witherspoon Luis Piloto AI4CE 182 15 0 11 Jun 2024