Publications | Parikshit Pareek

Pre-Prints

2025

Decoupled-Value Attention for Prior-Data Fitted Networks: GP Inference for Physical Equations

Kaustubh Sharma, Simardeep Singh, and Parikshit Pareek

arXiv preprint arXiv:2509.20950, 2025

Focuses on fast surrogates for 64-dimensional power flow equations.

@article{pareek2025dva,
  title = {Decoupled-Value Attention for Prior-Data Fitted Networks: GP Inference for Physical Equations},
  author = {Sharma, Kaustubh and Singh, Simardeep and Pareek, Parikshit},
  journal = {arXiv preprint arXiv:2509.20950},
  year = {2025},
  keywords = {submitted},
  url = {https://arxiv.org/abs/2509.20950},
  note = {Focuses on fast surrogates for 64-dimensional power flow equations.}
}

Journal Papers & A* Conferences

2026

Towards AC Feasibility of DCOPF Dispatch

Michael A. Boateng, Russell Bent, Sidhant Misra, Parikshit Pareek, Pascal Van Hentenryck, and 1 more author

Accepted in Power Systems Computation Conference (PSCC) 2026 and Special Issue, EPSR, 2026

arXiv Bib

@article{boateng2025acfeasibility,
  title = {Towards AC Feasibility of DCOPF Dispatch},
  author = {Boateng, Michael A. and Bent, Russell and Misra, Sidhant and Pareek, Parikshit and Van Hentenryck, Pascal and Molzahn, Daniel},
  journal = {Accepted in Power Systems Computation Conference (PSCC) 2026 and Special Issue, EPSR},
  year = {2026},
  keywords = {journal},
  url = {https://arxiv.org/abs/2511.14725}
}

Learning Power Flow with Confidence: A Probabilistic Guarantee Framework for Voltage Risk

Parikshit Pareek, Sidhant Misra, and Deepjyoti Deka

Accepted in Power Systems Computation Conference (PSCC) 2026 and Special Issue, EPSR, 2026

arXiv Bib

@article{pareek2023graph,
  title = {Learning Power Flow with Confidence: A Probabilistic Guarantee Framework for Voltage Risk},
  author = {Pareek, Parikshit and Misra, Sidhant and Deka, Deepjyoti},
  journal = {Accepted in Power Systems Computation Conference (PSCC) 2026 and Special Issue, EPSR},
  year = {2026},
  keywords = {journal},
}

2025

Optimization Proxies using Limited Labeled Data and Training Time – A Semi-Supervised Bayesian Neural Network Approach

Parikshit Pareek, Abhijith Jayakumar, Kaarthik Sundar, Sidhant Misra, and Deepjyoti Deka

Proceedings of the 42nd International Conference on Machine Learning (ICML), 2025

arXiv Bib

@article{pareek2024optimization,
  title = {Optimization Proxies using Limited Labeled Data and Training Time -- A Semi-Supervised Bayesian Neural Network Approach},
  author = {Pareek, Parikshit and Jayakumar, Abhijith and Sundar, Kaarthik and Misra, Sidhant and Deka, Deepjyoti},
  journal = {Proceedings of the 42nd International Conference on Machine Learning (ICML)},
  year = {2025},
  keywords = {journal},
  url = {https://arxiv.org/abs/2410.03085}
}

Data-Efficient Power Flow Learning for Network Contingencies

Parikshit Pareek, Sidhant Misra, and Deepjyoti Deka

Sustainable Energy, Grids and Networks, 2025

arXiv Bib

@article{pareek2023data,
  title = {Data-Efficient Power Flow Learning for Network Contingencies},
  author = {Pareek, Parikshit and Misra, Sidhant and Deka, Deepjyoti},
  journal = {Sustainable Energy, Grids and Networks},
  volume = {41},
  pages = {101584},
  year = {2025},
  keywords = {journal},
  doi = {10.1016/j.segan.2024.101584},
}

Limitations of Fault-Tolerant Quantum Linear System Solvers for Quantum Power Flow

Parikshit Pareek, Abhijith Jayakumar, Carleton Coffrin, and Sidhant Misra

IEEE Transactions on Power Systems, 2025

arXiv Bib

@article{pareek2024quantum,
  title = {Limitations of Fault-Tolerant Quantum Linear System Solvers for Quantum Power Flow},
  author = {Pareek, Parikshit and Jayakumar, Abhijith and Coffrin, Carleton and Misra, Sidhant},
  journal = {IEEE Transactions on Power Systems},
  year = {2025},
  keywords = {journal},
  doi = {10.1109/TPWRS.2024.3512345},
}

2024

Degradation-Infused Energy Portfolio Allocation Framework: Risk-Averse Fair Storage Participation

Parikshit Pareek, L. P. Mohasha Isuru Sampath, Anshuman Singh, Lalit Goel, H. B. Gooi, and 1 more author

Energy, 2024

arXiv Bib

@article{PareekFacilitator,
  author = {Pareek, Parikshit and Sampath, L. P. Mohasha Isuru and Singh, Anshuman and Goel, Lalit and Gooi, H. B. and Nguyen, Hung D.},
  journal = {Energy},
  title = {Degradation-Infused Energy Portfolio Allocation Framework: Risk-Averse Fair Storage Participation},
  year = {2024},
  volume = {313},
  pages = {133422},
  keywords = {journal},
  url = {https://doi.org/10.1016/j.energy.2024.133422},
}

Convexified Flexibility Area Identification at TSO-DSO Interface

Sonam Mittal, Parikshit Pareek, and Ashu Verma

IEEE Transactions on Industry Applications, 2024

Bib

@article{SonamCFA2023,
  author = {Mittal, Sonam and Pareek, Parikshit and Verma, Ashu},
  journal = {IEEE Transactions on Industry Applications},
  title = {Convexified Flexibility Area Identification at TSO-DSO Interface},
  year = {2024},
  volume = {60},
  number = {6},
  pages = {8838-8849},
  keywords = {journal},
  doi = {10.1109/TIA.2024.3481350}
}

A Stress-Cognizant Optimal Battery Dispatch Framework for Multimarket Participation

Anshuman Singh, Parikshit Pareek, Lahanda Purage Mohasha Isuru Sampath, Lalit Goel, H. B. Gooi, and 1 more author

IEEE Transactions on Industrial Informatics, 2024

Bib

@article{singh2024stress,
  title = {A Stress-Cognizant Optimal Battery Dispatch Framework for Multimarket Participation},
  author = {Singh, Anshuman and Pareek, Parikshit and Sampath, Lahanda Purage Mohasha Isuru and Goel, Lalit and Gooi, H. B. and Nguyen, Hung D.},
  journal = {IEEE Transactions on Industrial Informatics},
  volume = {20},
  number = {5},
  pages = {7259-7268},
  year = {2024},
  keywords = {journal},
  doi = {10.1109/TII.2024.3354353}
}

Locating Critical Prosumers in P2P Dominant Grids using State-Sensitivity Function

Parikshit Pareek, LP Mohasha Isuru Sampath, Hung D. Nguyen, and Eddy YS Foo

IEEE Transactions on Smart Grid, 2024

Bib

@article{pareek2023locating,
  title = {Locating Critical Prosumers in P2P Dominant Grids using State-Sensitivity Function},
  author = {Pareek, Parikshit and Sampath, LP Mohasha Isuru and Nguyen, Hung D. and Foo, Eddy YS},
  journal = {IEEE Transactions on Smart Grid},
  volume = {15},
  number = {1},
  pages = {1109--1112},
  year = {2024},
  keywords = {journal},
  doi = {10.1109/TSG.2023.3323080}
}

2022

Non-parametric Joint Chance-Constrained OPF via Maximum Mean Discrepancy Penalization

Parikshit Pareek, and Hung D. Nguyen

Electric Power Systems Research, 2022

Bib

@article{pareek2022non,
  title = {Non-parametric Joint Chance-Constrained OPF via Maximum Mean Discrepancy Penalization},
  author = {Pareek, Parikshit and Nguyen, Hung D.},
  journal = {Electric Power Systems Research},
  volume = {212},
  pages = {108482},
  year = {2022},
  keywords = {journal},
}

A robust day-ahead scheduling strategy for EV charging stations in unbalanced distribution grid

Bakul Kandpal, Parikshit Pareek, and Ashu Verma

Energy, 2022

Bib

@article{kandpal2022robust,
  title = {A robust day-ahead scheduling strategy for EV charging stations in unbalanced distribution grid},
  author = {Kandpal, Bakul and Pareek, Parikshit and Verma, Ashu},
  journal = {Energy},
  volume = {249},
  pages = {123737},
  year = {2022},
  keywords = {journal},
  doi = {10.1016/j.energy.2022.123737}
}

2021

A Convexification Approach for Small-Signal Stability Constrained Optimal Power Flow

Parikshit Pareek, and Hung D. Nguyen

IEEE Transactions on Control of Network Systems, 2021

arXiv Bib

@article{pareek2021convexification,
  title = {A Convexification Approach for Small-Signal Stability Constrained Optimal Power Flow},
  author = {Pareek, Parikshit and Nguyen, Hung D.},
  journal = {IEEE Transactions on Control of Network Systems},
  volume = {8},
  number = {4},
  pages = {1930--1941},
  year = {2021},
  keywords = {journal},
}

State-Aware Stochastic Optimal Power Flow

Parikshit Pareek, and Hung D. Nguyen

Sustainability, 2021

Bib

@article{pareek2021state,
  title = {State-Aware Stochastic Optimal Power Flow},
  author = {Pareek, Parikshit and Nguyen, Hung D.},
  journal = {Sustainability},
  volume = {13},
  number = {14},
  pages = {7577},
  year = {2021},
  keywords = {journal},
  url = {https://www.mdpi.com/2071-1050/13/14/7577}
}

Optimal steady-state voltage control using Gaussian process learning

Parikshit Pareek, Weng Yu, and Hung D. Nguyen

IEEE Transactions on Industrial Informatics, 2021

Bib

@article{pareek2020optimal,
  title = {Optimal steady-state voltage control using Gaussian process learning},
  author = {Pareek, Parikshit and Yu, Weng and Nguyen, Hung D.},
  journal = {IEEE Transactions on Industrial Informatics},
  volume = {17},
  number = {10},
  pages = {7017--7027},
  year = {2021},
  keywords = {journal},
}

2020

Probabilistic robust small-signal stability framework using Gaussian process learning

Parikshit Pareek, and Hung D. Nguyen

Electric Power Systems Research, 2020

Bib

@article{pareek2020probabilistic,
  title = {Probabilistic robust small-signal stability framework using Gaussian process learning},
  author = {Pareek, Parikshit and Nguyen, Hung D.},
  journal = {Electric Power Systems Research},
  volume = {188},
  pages = {106545},
  year = {2020},
  keywords = {journal},
  doi = {10.1016/j.epsr.2020.106545}
}

2018

Piecewise Linearization of Quadratic Branch Flow Limits by Irregular Polygon

Parikshit Pareek, and Ashu Verma

IEEE Transactions on Power Systems, 2018

arXiv Bib

@article{pareek2018piecewise,
  title = {Piecewise Linearization of Quadratic Branch Flow Limits by Irregular Polygon},
  author = {Pareek, Parikshit and Verma, Ashu},
  journal = {IEEE Transactions on Power Systems},
  volume = {33},
  number = {6},
  pages = {7301--7304},
  year = {2018},
  keywords = {journal},
}

Conference Papers

2025

Power Flow Approximations for Multiphase Distribution Networks using Gaussian Processes

Daniel Glover, Parikshit Pareek, Deepjyoti Deka, and Anamika Dubey

In 2025 IEEE Power & Energy Society General Meeting (PESGM), 2025

arXiv Bib

@inproceedings{glover2025multiphase,
  title = {Power Flow Approximations for Multiphase Distribution Networks using Gaussian Processes},
  author = {Glover, Daniel and Pareek, Parikshit and Deka, Deepjyoti and Dubey, Anamika},
  booktitle = {2025 IEEE Power \& Energy Society General Meeting (PESGM)},
  year = {2025},
  keywords = {conference},
  url = {https://arxiv.org/abs/2504.21260}
}

2024

A Convergence Predictor Model for Consensus-based Decentralised Energy Markets

Eddy YS Foo, Parikshit Pareek, LP Mohasha Isuru Sampath, and Hung D. Nguyen

In Proceedings of the 15th ACM International Conference on Future and Sustainable Energy Systems (e-Energy), 2024

arXiv Bib

@inproceedings{foo2024convergence,
  title = {A Convergence Predictor Model for Consensus-based Decentralised Energy Markets},
  author = {Foo, Eddy YS and Pareek, Parikshit and Sampath, LP Mohasha Isuru and Nguyen, Hung D.},
  booktitle = {Proceedings of the 15th ACM International Conference on Future and Sustainable Energy Systems (e-Energy)},
  year = {2024},
  keywords = {conference},
}

2016

Real time standalone data acquisition system for environmental data

Vasant Raj Mutha, Narendra Kumar, and Parikshit Pareek

In 2016 IEEE 1st International Conference on Power Electronics, Intelligent Control and Energy Systems (ICPEICES), 2016

Bib

@inproceedings{mutha2016real,
  title = {Real time standalone data acquisition system for environmental data},
  author = {Mutha, Vasant Raj and Kumar, Narendra and Pareek, Parikshit},
  booktitle = {2016 IEEE 1st International Conference on Power Electronics, Intelligent Control and Energy Systems (ICPEICES)},
  pages = {1--4},
  year = {2016},
  organization = {IEEE},
  keywords = {conference},
  url = {https://ieeexplore.ieee.org/document/7853177}
}

2014

Bearing fault analysis by signal energy calculation based signal processing technique in squirrel cage induction motor

Shashi Raj Kapoor, Nishant Khandelwal, and Parikshit Pareek

In 2014 International Conference on Signal Propagation and Computer Technology (ICSPCT), 2014

Bib

@inproceedings{kapoor2014bearing,
  title = {Bearing fault analysis by signal energy calculation based signal processing technique in squirrel cage induction motor},
  author = {Kapoor, Shashi Raj and Khandelwal, Nishant and Pareek, Parikshit},
  booktitle = {2014 International Conference on Signal Propagation and Computer Technology (ICSPCT)},
  pages = {33--38},
  year = {2014},
  organization = {IEEE},
  keywords = {conference},
}

Thesis

2022

Analytical Approximations and Decision-Making Techniques for Power Systems under Uncertainty

Parikshit Pareek

Nanyang Technological University, 2022

Bib

@phdthesis{pareek2022analytical,
  title = {Analytical Approximations and Decision-Making Techniques for Power Systems under Uncertainty},
  author = {Pareek, Parikshit},
  year = {2022},
  school = {Nanyang Technological University},
  keywords = {thesis},
  url = {https://dr.ntu.edu.sg/handle/10356/164950}
}

2018

Linear Optimal Power Flow Analysis and Applications

Parikshit Pareek

Indian Institute of Technology Delhi, 2018

Bib

@mastersthesis{pareek2018mtech,
  title = {Linear Optimal Power Flow Analysis and Applications},
  author = {Pareek, Parikshit},
  year = {2018},
  school = {Indian Institute of Technology Delhi},
  keywords = {thesis},
}