Aqarios‘ publications
Unveiling the Frontier of Quantum Research
Rooted in almost a decade of in-depth quantum research, Aqarios presents a continually growing collection of curated scientific publications. Explore our expanding library, and immerse yourself in an array of topics, be it pioneering research breakthroughs or insightful explorations, each crafted to enrich your perspective on this revolutionary domain.
Whether you’re a quantum enthusiast, a researcher, or a technology enthusiast, our publication database is your gateway to the forefront of quantum knowledge.
Publications 2023
Sampling problems on a Quantum Computer
IEEE Quantum Week 2023
Maximilian Balthasar Mansky, Jonas Nüßlein, Daniëlle Schuman, David Bucher, Sebastian Zielinski, Claudia Linnhoff-Popien
quantum sampling, boson sampling, quantum monte carlo, quantum boltzmann machine, quantum bayesian networks
Approximative lookup-tables and arbitrary function rotations for facilitating NISQ-implementations of the HHL and beyond
IEEE Quantum Week 2023
Petros Stougiannidis, Jonas Stein, David Bucher, Sebastian Zielinski, Sebastian Feld and Claudia Linnhoff-Popien
quantum circuit construction, gate model, NISQ, HHL, approximation
Influence of Different 3SAT-to-QUBO Transformations on the Solution Quality of Quantum Annealing: A Benchmark Study
GECCO 2023
Sebastian Zielinski, Jonas Nüßlein, Jonas Stein, Thomas Gabor, Claudia Linnhoff-Popien, Sebastian Feld
quantum annealing, qubo, ising, satisfiability, 3SAT
NISQ-Ready Community Detection Based on Separation-Node Identification
MDPI Mathematics 2023
Jonas Stein, Dominik Ott, Jonas Nüßlein, David Bucher, Mirco Schönfeld, Sebastian Feld
QUBO, community detection, NISQ, optimization
Applying QNLP to sentiment analysis in finance
IEEE Quantum Week 2023
Jonas Stein, Ivo Christ, Nicolas Kraus, Maximilian Balthasar Mansky, Robert Müller, Claudia Linnhoff-Popien
quantum machine learning, finance, natural language processing, sentiment analysis
Solving (Max) 3-SAT via Quadratic Unconstrained Binary Optimization
ICCS 2023
Jonas Nüßlein, Sebastian Zielinski, Thomas Gabor, Claudia Linnhoff-Popien, Sebastian Feld
QUBO, quantum annealing, satisfiability, 3-SAT
A Relative Approach to Comparative Performance Analysis for Quantum Optimization
GECCO 2023
Thomas Gabor, Sebastian Zielinski, Sofie Henghuber, Claudia Linnhoff-Popien
QUBO, combinatorial optimization, quantum annealing,
Towards Transfer Learning for Large-Scale Image Classification Using Annealing-based Quantum Boltzmann Machines
IEEE Quantum Week 2023
Daniëlle Schuman, Leo Sünkel, Philipp Altmann, Jonas Stein, Christoph Roch, Thomas Gabor, Claudia Linnhoff-Popien
quantum annealing, quantum machine learning, quantum boltzmann machines
Adapting the DisCoCat framework for Question Answering to the Chinese Language
IEEE Quantum Week 2023
Maximilian Balthasar Mansky, Franziska Wörle, Jonas Stein, Robert Müller, Claudia Linnhoff-Popien
quantum machine learning, natural language processing, category theory
Black Box Optimization Using QUBO and the Cross Entropy Method
ICCS 2023
Jonas Nüßlein, Christoph Roch, Thomas Gabor, Jonas Stein, Claudia Linnhoff-Popien, Sebastian Feld
QUBO, Black-Box, Quantum Annealing, SAT, Ising
Pattern QUBOs: Algorithmic Construction of 3SAT-to-QUBO Transformations
MDPI Electronics 2023
Sebastian Zielinski, Jonas Nüßlein, Jonas Stein, Thomas Gabor, Claudia Linnhoff-Popien, Sebastian Feld
QUBO, 3SAT, combinatorial optimization, pattern QUBO
Evidence that PUBO outperforms QUBO when solving continuous optimization problems with the QAOA
GECCO 2023
Jonas Stein, Farbod Chamanian, Maximilian Zorn, Jonas Nüßlein, Sebastian Zielinski, Michael Kölle, Claudia Linnhoff-Popien
QUBO, PUBO, continuous optimization, QAOA
SEQUENT: Towards Traceable Quantum Machine Learning Using Sequential Quantum Enhanced Training
ICAART 2023
Philipp Altmann, Leo Sünkel, Jonas Stein, Tobias Müller, Christoph Roch, Claudia Linnhoff-Popien
Quantum Machine Learning, Transfer Learning, Hybrid Quantum Computing
Improving Convergence for Quantum Variational Classifiers Using Weight Re-Mapping
ICAART 2023
Michael Kölle, Alessandro Giovagnoli, Jonas Stein, Maximilian Mansky, Julian Hager, Claudia Linnhoff-Popien
Variational Quantum Circuits, Variational Classifier, Weight Re-Mapping
Publications 2022
A Grover based Quantum Algorithm for Finding Pure Nash Equilibria in Graphical Games
ICSA-C 2022
grover algorithms, game theory, satisfiability, quantum gate model
A Quantum Annealing Approach for Solving Hard Variants of the Stable Marriage Problem
I4CS 2022
Christoph Roch, David Winderl, Claudia Linnhoff-Popien, Sebastian Feld
QUBO, combinatorial optimization, quantum annealing, hybrid algorithm
Algorithmic QUBO Formulations for k-SAT and Hamiltonian Cycles
GECCO 2022
Jonas Nüßlein, Thomas Gabor, Claudia Linnhoff-Popien, Sebastian Feld
QUBO, Ising, Satisfiability, k-SAT, Hamiltonian Cycle
Strategic Portfolio Optimization Using Simulated, Digital, and Quantum Annealing
MDPI Applied Sciences 2022
Jonas Lang, Sebastian Zielinski, Sebastian Feld
quantum annealing, digital annealing, portfolio optimization, QUBO
How to Approximate any Objective Function via Quadratic Unconstrained Binary Optimization
IEEE SANER 2022
Thomas Gabor, Marian Lingsch Rosenfeld, Claudia Linnhoff-Popien, Sebastian Feld
QUBO, quantum computing, approximation, combinatorial optimization
Modifying the Quantum-assisted Genetic Algorithm
GECCO 2022
Thomas Gabor, Michael Lachner, Nico Kraus, Christoph Roch, Jonas Stein, Daniel Ratke, Claudia Linnhoff-Popien
QUBO, quantum annealing, hybrid algorithm, genetic algorithm
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