Smart-PGSim: Using Neural Network to Accelerate AC-OPF Power Grid
Simulation

Smart-PGSim: Using Neural Network to Accelerate AC-OPF Power Grid Simulation

26 August 2020

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Papers citing "Smart-PGSim: Using Neural Network to Accelerate AC-OPF Power Grid Simulation"

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Title
$An Active Learning-Based Streaming Pipeline for Reduced Data Training of Structure Finding Models in Neutron Diffractometry$ An Active Learning-Based Streaming Pipeline for Reduced Data Training of Structure Finding Models in Neutron Diffractometry Tianle Wang Jorge Ramirez Cristina Garcia-Cardona Thomas Proffen S. Jha Sudip K. Seal 15 0 0 06 Jun 2025
DClEVerNet: Deep Combinatorial Learning for Efficient EV Charging Scheduling in Large-scale Networked Facilities Bushra Alshehhi A. Karapetyan Khaled M. Elbassioni Sid Chi-Kin Chau Majid Khonji 57 2 0 18 May 2023
Compact Optimization Learning for AC Optimal Power Flow Seonho Park Wenbo Chen Terrence W.K. Mak Pascal Van Hentenryck 89 19 0 21 Jan 2023
Unsupervised Deep Learning for AC Optimal Power Flow via Lagrangian Duality Ke Chen Shourya Bose Yu Zhang 44 7 0 07 Dec 2022
SOLAR: A Highly Optimized Data Loading Framework for Distributed Training of CNN-based Scientific Surrogates Baixi Sun Xiaodong Yu Chengming Zhang Jiannan Tian Sian Jin K. Iskra Tao Zhou Tekin Bicer Pete Beckman Dingwen Tao 58 1 0 01 Nov 2022
Unsupervised Optimal Power Flow Using Graph Neural Networks Damian Owerko Fernando Gama Alejandro Ribeiro 53 18 0 17 Oct 2022
Bucketized Active Sampling for Learning ACOPF Michael Klamkin Mathieu Tanneau Terrence W.K. Mak Pascal Van Hentenryck 61 3 0 16 Aug 2022
Tutorial on amortized optimization Brandon Amos OffRL 172 48 0 01 Feb 2022
Ensuring DNN Solution Feasibility for Optimization Problems with Convex Constraints and Its Application to DC Optimal Power Flow Problems Tianyu Zhao Xiang Pan Minghua Chen S. Low 84 10 0 15 Dec 2021
OPF-Learn: An Open-Source Framework for Creating Representative AC Optimal Power Flow Datasets Trager Joswig-Jones K. Baker Ahmed S. Zamzam 42 29 0 01 Nov 2021
MAPA: Multi-Accelerator Pattern Allocation Policy for Multi-Tenant GPU Servers K. Ranganath Joshua D. Suetterlein Joseph Manzano Shuaiwen Leon Song Daniel Wong 63 15 0 07 Oct 2021
DC3: A learning method for optimization with hard constraints P. Donti David Rolnick J. Zico Kolter AI4CE 89 196 0 25 Apr 2021
DeepOPF-V: Solving AC-OPF Problems Efficiently Wanjun Huang Xiang Pan Minghua Chen S. Low 53 67 0 22 Mar 2021
Multi-Stage Transmission Line Flow Control Using Centralized and Decentralized Reinforcement Learning Agents X. Shang Jinping Yang Bingquan Zhu Ye Lin Jing Zhang Jianping Xu Qin Lyu R. Diao AI4CE 31 0 0 16 Feb 2021
ReFloat: Low-Cost Floating-Point Processing in ReRAM for Accelerating Iterative Linear Solvers Linghao Song Fan Chen Xuehai Qian Hai Li Yiran Chen 29 6 0 06 Nov 2020