Variational Quantum Simulation: A Case Study for Understanding Warm Starts
The barren plateau phenomenon, characterized by loss gradients that vanish exponentially with system size, poses a challenge to scaling variational quantum algorithms. Here we explore the potential of warm starts, whereby one initializes closer to a solution in the hope of enjoying larger loss varia...
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Main Authors: | Ricard Puig, Marc Drudis, Supanut Thanasilp, Zoë Holmes |
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Format: | Article |
Language: | English |
Published: |
American Physical Society
2025-01-01
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Series: | PRX Quantum |
Online Access: | http://doi.org/10.1103/PRXQuantum.6.010317 |
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