Optimal Power Flow

Ask about this topic

Momentum

7 papers in the last four weeks, up 75% on the four weeks before. 0.1% of all new papers.

Jul 13Week of Sep 28
View on map

Latest papers 33

All topics
CardsList

  1. Reinforcement Learning-Based Optimization of Workload-Aware Power Delivery Networks

    Oct 5, 2026Oran Hayes, Maria Pantazi-Kypraiou, Athanasios Tziouvaras +4Optimal Power Flow

    Trinity College Dublin, Ireland · University of Thessaly, Greece · University of Amsterdam, The Netherlands

  2. GridSFM: A Foundation Model for Solving AC Optimal Power Flow

    Sep 24, 2026Luke Bhan, Weiwei Yang, Margaret Capetz +1Optimal Power FlowNeural Solvers

    University of California, San Diego · Microsoft Research · University of Washington

  3. Reachability-Based Formal Verification of Graph Neural Networks with Node and Edge Features

    Sep 24, 2026Anne M. Tumlin, Ben Wooding, Zhenxuan Shao +3Graph Neural NetworksOptimal Power Flow

    Vanderbilt University, Nashville, TN, USA

  4. Towards Hierarchical GNNs for multi-grid power flow: generalization across operating scenarios

    Sep 22, 2026Carmine Delle Femine, Leire Garin Atxaga, Asier Diaz-Iglesias +3Optimal Power FlowGrid

    Vicomtech Foundation, Department of Energy, Basque Research and Technology Alliance (BRTA), Donostia/San Sebastián, Spain · Department of Languages and Information Systems, University of the Basque Country (UPV/EHU), Donostia/San Sebastián, Spain

  5. Unified Heterogeneous Graph Neural Network solver for Power Flow, Optimal Power Flow and State Estimation

    Sep 15, 2026Ferran Bohigas-Daranas, Hamid Latif-Martínez, Eduardo Prieto-Araujo +2Optimal Power FlowPower Systems

  6. Scaling Laws for Physics-Aware ACOPF Surrogate Learning

    Sep 14, 2026Yijiang Li, Emon Dey, Stefano Fenu +3Optimal Power FlowScaling Laws

    Argonne National Laboratory Lemont, USA · Oak Ridge National Laboratory Oak Ridge, USA

  7. Support Discovery With Iteratively Reweighted Least Squares for Fixed-Charge Network Flow

    Sep 10, 2026Sindura Saraswathi, Christian KümmerleBringing Network CodingOptimal Power Flow

    University of Central Florida

  8. Data-Optimized Contingency Screening: A Machine Learning Approach to Power System Security

    Sep 7, 2026Joshua Salako, Folajimi Osikomaiya, Olakorede OlamijuPower SystemsOptimal Power Flow

    dept. of Electrical and Electronics Engineering, Federal University of Agriculture, Abeokuta, Nigeria

  9. RestoreBench: Can AI Agents Restore Power Flow Convergence?

    Aug 31, 2026Riccardo Mansutti, Andrea Pomarico, Robert Jakob +3Power SystemsOptimal Power Flow

    1ETH Zürich · 2Politecnico di Milano · 3Harvard University

  10. Certified Safety Radii in Forecast-Error Space for Wasserstein Distributionally Robust Small Signal Stability-Constrained AC Optimal Power Flow via Lifted Spectrahedral Containment

    Aug 31, 2026Ziqi Zhang, Xi ChenOptimal Power FlowDistributionally-Robust Optimization

    College of Automation Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing 211100, China

  11. Scalable Self-Supervised Learning for Multiphase AC-OPF in Distribution Systems with Topology Reconfiguration

    Aug 25, 2026Hoang T. Nguyen, Shaohui Liu, Reetam Sen Biswas +4Optimal Power FlowSelf-Supervised Learning

    Massachusetts Institute of Technology, Cambridge, MA, USA. · GE Vernova Advanced Research Center, Niskayuna, NY, USA.

  12. GENCO - A Unified Neural Solver Embedded in a Development Framework for Steady-State Grid Analysis

    Aug 10, 2026Alban Puech, Matteo Mazzonelli, Tamara R. Govindasamy +19Optimal Power FlowPower Systems

    IBM Research · Reliability and Risk Engineering Laboratory, ETH Zurich, Switzerland · Hydro-Qu´ebec Research Institute, Canada +3

  13. Operationally Feasible Synthetic Power-Grid Scenarios via Learning the AC-Operable Joint Distribution

    Aug 4, 2026Chenhan Xiao, Xinyu He, Haoran Li +2Optimal Power Flow

    School of Electrical, Computer and Energy Engineering at Arizona State University, USA

  14. FMOPF: Latent Flow Matching with Constraint-Aware Interaction Priors for AC Optimal Power Flow

    Jul 24, 2026Zhilin HuangOptimal Power FlowBattery Energy Storage Systems

    China Southern Power Dispatching and Control Center, China Southern Power Grid

  15. Increasing Line Outage Localization Performance with Ensemble Classifiers

    Jul 18, 2026Daniel Flores, Yuanrui Sang, Michael P. McGarryOptimal Power FlowClassifier

    Dept. of Electrical and Computer Engineering University of Massachusetts Amherst Amherst, MA, United States · Dept. of Electrical and Computer Engineering University of Texas at El Paso El Paso, TX, United States

  16. MxGPS: Multiplex Graph Transformers for a Power Grid Foundation Model

    Jul 15, 2026Charilaos Papaioannou, Ioannis Tsantilas, Dimitris Giannakakos +9Optimal Power FlowMultiplex Graph Transformers

  17. Audited Selective Verification for Risk-Controlled N-1 Thermal Contingency Screening under Deployment Shift

    Jul 14, 2026Jayakumar ManoharanOptimal Power FlowScreening

    Electric Power Research Institute (EPRI), Charlotte, NC, USA

  18. Gradient-Free Topology Adaptation for Power Flow Surrogates via In-Context Whitening

    Jul 14, 2026Ayushi Jolotia, Parikshit PareekOptimal Power FlowMachine Learning Surrogates

    Department of Electrical Engineering, Indian Institute of Technology Roorkee

  19. Power Flow Feasibility Assessment Using Variational Graph Autoencoders

    Jul 10, 2026Ferran Bohigas-Daranas, Hamid Latif-Martinez, Eduardo Prieto-Araujo +2Optimal Power FlowConditional Variational Autoencoder

    CITCEA UPC Barcelona, Spain · BNN UPC Barcelona,Spain

  20. Joint Air Traffic Flow and Capacity Management via Answer Set Programming

    Jun 22, 2026Alexander Beiser, Markus Hecher, Nysret Musliu +1Air Traffic ControlMixed-Integer Programming

    TU Wien, Vienna, Austria · University of Potsdam, Germany & CNRS, France

  21. Rethinking Neural Width for Alternating Current Optimal Power Flow Proxies

    Jun 2, 2026Dhruvi Khandelwal, Anurag Basistha, Ayushi Jolotia +1Optimal Power FlowDeep Network

    Department of Electrical Engineering, National Institute of Technology Kurukshetra, India. · Indraprastha Institute of Information Technology Delhi, India. · Department of Electrical Engineering, Indian Institute of Technology Roorkee, India.

  22. Outage Detection in Self-Healing Smart Grids Using Reinforcement Learning with Spectral Graph Neural Networks

    May 26, 2026Lihui Liu, Mucun Sun, Caisheng WangDistributed Energy ResourcesOptimal Power Flow

    Wayne State University, Detroit, MI, USA

  23. From Accounting to Coordination: A Virtual Water-Aware Electricity-Computation-Water Nexus Framework for Data Center Dispatch

    May 25, 2026Haiyang You, Chengwei Lou, Jin Zhao +3Data CentersOptimal Power Flow

  24. Scalable Heterogeneous Graph Foundation Models for Data-Driven Optimal Power Flow in Smart Grids

    May 22, 2026Massimiliano Lupo Pasini, Yijiang Li, Kibaek Kim +1Optimal Power FlowPower Systems

    Computational Sciences and Engineering Division, Oak Ridge National Laboratory, 1 Bethel Valley Road, Oak Ridge, TN 37831, USA

  25. Newton's Lantern: A Reinforcement Learning Framework for Finetuning AC Power Flow Warm Start Models

    May 11, 2026Shourya Bose, Helgi Hilmarsson, Dhruv SuriOptimal Power FlowNewton

    Pravah

  26. WARP: A Benchmark for Primal-Dual Warm-Starting of Interior-Point Solvers

    May 7, 2026Dhruv Suri, Helgi Hilmarsson, Shourya BoseOptimal Power FlowPrimal-Dual Methods

    Pravah

  27. Exact and Evolutionary Algorithms for Sequential Multi-Objective Transmission Topology Planning

    May 5, 2026Job Groeneveld, Miguel Muñoz, Jan Viebahn +1Optimal Power FlowPower Systems

    TenneT TSO B.V., Arnhem, The Netherlands · Artelys, Paris, France · Department of Mathematics, Vrije Universiteit Amsterdam, The Netherlands

  28. LUMINA: A Grid Foundation Model for Benchmarking AC Optimal Power Flow Surrogate Learning

    May 4, 2026Hongwei Jin, Keunju Song, Zeeshan Memon +5Optimal Power FlowPower Systems

    Mathematics and Computer Science Division, Argonne National Laboratory · Department of Electronic Engineering, Sogang University · Department of Computer Science, Emory University +1

  29. Towards Systematic Generalization for Power Grid Optimization Problems

    May 3, 2026Zeeshan Memon, Yijiang Li, Hongwei Jin +2Optimal Power FlowCommitment

    Emory University Atlanta, GA, USA · Argonne National Laboratory Lemont, IL, USA

  30. Learning Without Adversarial Training: A Physics-Informed Neural Network for Secure Power System State Estimation under False Data Injection Attacks

    Apr 3, 2026Solon Falas, Markos Asprou, Charalambos Konstantinou +1Parametric Physics-Informed Neural NetworkState Estimation

    KIOS Center of Excellence, University of Cyprus · CEMSE, King Abdullah University of Science and Technology (KAUST) · Department of Electrical and Computer Engineering, University of Cyprus

  31. Generating adversarial inputs for a graph neural network model of AC power flow

    Feb 20, 2026Robert ParkerOptimal Power FlowNeural Network Verification

    Los Alamos National Laboratory, Los Alamos, NM, USA

  32. Reinforcement Learning to Initialize Newton-Raphson for AC Power Flow with Quantum Annealing-Based Environment Updates

    Nov 25, 2025Zeynab Kaseb, Matthias Moller, Lindsay Spoor +4Optimal Power FlowQuantum Annealing

    Electrical Sustainable Energy, Delft University of Technology, P.O. Box 5031, 2600 GA Delft, The Netherlands. · Applied Mathematics, Delft University of Technology, P.O. Box 5031, 2600 GA Delft, The Netherlands. · Leiden Institute of Advanced Computer Science, Leiden University, P.O. Box 9512, 2300 RA Leiden, The Netherlands. +3

  33. Solving Conic Programs over Sparse Graphs using a Variational Quantum Approach: The Case of the AC Optimal Power Flow

    Aug 30, 2025Thinh Viet Le, Mark M. Wilde, Vassilis KekatosVariational Quantum AlgorithmsQuantum Computational Advantage

    Elmore Family School of Electrical and Computer Engineering, Purdue University, West Lafayette, Indiana 47906, USA · School of Electrical and Computer Engineering, Cornell University, Ithaca, New York 14853, USA