Mixed Quantum State Dynamics Estimation with Artificial Neural Network
Changjun Kim, June‐Koo Kevin Rhee, Woojun Lee, Jaewook Ahn · 2018
In traditional quantum measurements, the size of tomography increases exponentially with the growth of qubit counts. In this paper, we introduce machine learning techniques such as Deep Neural Network (DNN) and Long Short Term Memory (LSTM) to analyze the Quantum Density Matrix up to 4 qubits, with no assumption of governing model.