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quant-ph2021
The Effect of Noise on the Performance of Variational Algorithms for Quantum Chemistry
Waheeda Saib, Petros Wallden, Ismail Akhalwaya
Variational quantum algorithms are suitable for use on noisy quantum systems. One of the most important use-cases is the quantum simulation of materials, using the variational quan…
quant-ph2021★ 15 cited
Quantum Topological Data Analysis with Linear Depth and Exponential Speedup
Shashanka Ubaru, Ismail Yunus Akhalwaya, Mark S. Squillante +2
Quantum computing offers the potential of exponential speedups for certain classical computations. Over the last decade, many quantum machine learning (QML) algorithms have been pr…