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Parikshit Pareek

2 papers indexed

arxiveess.SYcs.LG2026-07-14

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

Ayushi Jolotia, Parikshit Pareek

Machine-learned surrogates for the AC power flow (ACPF) problem amortize the cost of repeated solves on a fixed network, but lose one to two orders of magnitude of accuracy when a line outage changes the topology. This degradation is an operator shift. The altered admittance matr…

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arxiveess.SY2026-06-27

PACR: Parameter-Optimized AC Power Flow Restoration for AC Feasible DCOPF Dispatch

Michael A. Boateng, Russell Bent, Sidhant Misra, Parikshit Pareek, Pascal Van Hentenryck, Daniel Molzahn

The DC optimal power flow is widely used in power system operations because of its computational efficiency and scalability. However, DC dispatches are not guaranteed to satisfy the nonlinear AC power-flow equations or associated operational limits. This paper develops a paramete…

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