7 citations · 16 across the 4 of their papers we have counts for
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quant-ph2024★ 6 cited
Application of ZX-calculus to Quantum Architecture Search
Tom Ewen, Ivica Turkalj, Patrick Holzer +1
This paper presents a novel approach to quantum architecture search by integrating the techniques of ZX-calculus with Genetic Programming (GP) to optimize the structure of paramete…
quant-ph2023★ 7 cited
Quantum Architecture Search for Quantum Monte Carlo Integration via Conditional Parameterized Circuits with Application to Finance
Mark-Oliver Wolf, Tom Ewen, Ivica Turkalj
Classical Monte Carlo algorithms can theoretically be sped up on a quantum computer by employing amplitude estimation (AE). To realize this, an efficient implementation of state-de…
quant-ph2022★ 3 cited
An Amplitude-Based Implementation of the Unit Step Function on a Quantum Computer
Jonas Koppe, Mark-Oliver Wolf
Modelling non-linear activation functions on quantum computers is vital for quantum neurons employed in fully quantum neural networks, however, remains a challenging task. We intro…