openalexZenodo (CERN European Organization for Nuclear Research)2026-07-24
Using Quantum Neural Networks for Efficient Quantum Portfolio Optimization
Current quantum portfolio optimization pipelines rely on Random Matrix Theory (RMT) forcorrelation matrix cleaning, a static linear method that cannot adapt when market regimesshift. Meanwhile, D-Wave's own operational audit shows the quantum processor runs for just0.68% of total…