18 citations · 54 across the 20 of their papers we have counts for
25 papers
Quantum Data Management: From Theory to Opportunities
Rihan Hai, Shih-Han Hung, Sebastian Feld
Quantum computing has emerged as a transformative tool for future data management. Classical problems in database domains, including query optimization, data integration, and trans…
KetGPT - Dataset Augmentation of Quantum Circuits using Transformers
Boran Apak, Medina Bandic, Aritra Sarkar +1
Quantum algorithms, represented as quantum circuits, can be used as benchmarks for assessing the performance of quantum systems. Existing datasets, widely utilized in the field, su…
qgym: A Gym for Training and Benchmarking RL-Based Quantum Compilation
Stan van der Linde, Willem de Kok, Tariq Bontekoe +1
Compiling a quantum circuit for specific quantum hardware is a challenging task. Moreover, current quantum computers have severe hardware limitations. To make the most use of the l…
Mapping quantum algorithms to multi-core quantum computing architectures
Anabel Ovide, Santiago Rodrigo, Medina Bandic +5
Current monolithic quantum computer architectures have limited scalability. One promising approach for scaling them up is to use a modular or multi-core architecture, in which diff…
Solving (Max) 3-SAT via Quadratic Unconstrained Binary Optimization
Jonas Nüßlein, Sebastian Zielinski, Thomas Gabor +2
We introduce a novel approach to translate arbitrary 3-SAT instances to Quadratic Unconstrained Binary Optimization (QUBO) as they are used by quantum annealing (QA) or the quantum…
Clever Design, Unexpected Obstacles: Insights on Implementing a Quantum Boltzmann Machine
Felix Paul, Michael Falkenthal, Sebastian Feld
We have implemented a gated-based quantum version of a restricted Boltzmann machine for approximating the ground state of a Pauli-decomposed qubit Hamiltonian. During the implement…