Matt Lourens

Stellenbosch University — South Africa

Computer Science · Physical Sciences

2h-index22citations8works1.42yr avg
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Research Topics

Quantum Computing Algorithms and Architecture(5), Quantum Information and Cryptography(2), Neural Networks and Applications(1), Low-power high-performance VLSI design(1), Pulsars and Gravitational Waves Research(1)

Publications8 total

Automated quantum algorithm design using a domain-specific language
EPJ Quantum Technology·2026Open Access
Generating Generalized Ground-State <i>Ansätze</i> from Few-Body Examples
Physical Review Letters·2025· 1 citedOpen Access
Automated Quantum Algorithm Design using a Domain-Specific Language
ArXiv.org·2025Open Access
Generating Generalised Ground-State Ansatzes from Few-Body Examples
ArXiv.org·2025Open Access
Pulsar classification: comparing quantum convolutional neural networks and quantum support vector machines
Quantum Machine Intelligence·2024· 6 citedOpen Access
Pulsar Classification: Comparing Quantum Convolutional Neural Networks and Quantum Support Vector Machines
arXiv (Cornell University)·2023Open Access
Hierarchical quantum circuit representations for neural architecture search
npj Quantum Information·2023· 15 citedOpen Access
Hierarchical quantum circuit representations for neural architecture search
arXiv (Cornell University)·2022Open Access

Frequent Co-authors

Francesco Petruccione(7), Ilya Sinayskiy(4), Carsten Blank(2), Donovan Slabbert(2), Amy Rouillard(2), Daniel K. Park(1), Johannes N. Kriel(1), Francesco Petruccione(1), J N Kriel(1), Daniel K. Park(1)