Search Results for author: Koen Bertels

Found 6 papers, 4 papers with code

Quantum circuit design for universal distribution using a superposition of classical automata

1 code implementation1 Jun 2020 Aritra Sarkar, Zaid Al-Ars, Koen Bertels

This is the first time, a superposition of classical automata is implemented on the circuit model of quantum computation, having the corresponding mechanistic parts of a classical Turing machine.

QuASeR -- Quantum Accelerated De Novo DNA Sequence Reconstruction

2 code implementations10 Apr 2020 Aritra Sarkar, Zaid Al-Ars, Koen Bertels

In this article, we present QuASeR, a reference-free DNA sequence reconstruction implementation via de novo assembly on both gate-based and quantum annealing platforms.

Quantum Physics Emerging Technologies Genomics

Evaluation of Parameterized Quantum Circuits: on the relation between classification accuracy, expressibility and entangling capability

1 code implementation22 Mar 2020 Thomas Hubregtsen, Josef Pichlmeier, Patrick Stecher, Koen Bertels

Quantum Machine Learning, and Parameterized Quantum Circuits in a hybrid quantum-classical setup in particular, could bring advancements in accuracy by utilizing the high dimensionality of the Hilbert space as feature space.

BIG-bench Machine Learning General Classification +2

An algorithm for DNA read alignment on quantum accelerators

2 code implementations12 Sep 2019 Aritra Sarkar, Zaid Al-Ars, Carmen G. Almudever, Koen Bertels

With small-scale quantum processors transitioning from experimental physics labs to industrial products, these processors allow us to efficiently compute important algorithms in various fields.

Quantum Physics Emerging Technologies Genomics

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