2 papers
eess.SY2026
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…
cs.LG2026
Rethinking Neural Width for Alternating Current Optimal Power Flow Proxies
Dhruvi Khandelwal, Anurag Basistha, Ayushi Jolotia +1
Deep learning proxies for Alternating Current Optimal Power Flow (ACOPF) lack systematic methods for determining architectural size. This paper conducts a constructive thought expe…