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quant-ph2022
Quantum Phase Recognition using Quantum Tensor Networks
Shweta Sahoo, Utkarsh Azad, Harjinder Singh
Machine learning (ML) has recently facilitated many advances in solving problems related to many-body physical systems. Given the intrinsic quantum nature of these problems, it is…
quant-ph2022
Machine Learning based Discrimination for Excited State Promoted Readout
Utkarsh Azad, Helena Zhang
A limiting factor for readout fidelity for superconducting qubits is the relaxation of the qubit to the ground state before the time needed for the resonator to reach its final tar…
quant-ph2022★ 2 cited
qLEET: Visualizing Loss Landscapes, Expressibility, Entangling Power and Training Trajectories for Parameterized Quantum Circuits
Utkarsh Azad, Animesh Sinha
We present qLEET, an open-source Python package for studying parameterized quantum circuits (PQCs), which are widely used in various variational quantum algorithms (VQAs) and quant…