Łukasz Cincio

Los Alamos National Laboratory — United States

Computer Science · Physical Sciences

35h-index6.0kcitations153works9.92yr avg
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Research Topics

Quantum Computing Algorithms and Architecture(107), Quantum Information and Cryptography(81), Quantum and electron transport phenomena(32), Quantum many-body systems(32), Neural Networks and Reservoir Computing(22)

Publications153 total

Efficient online quantum circuit learning with no upfront training
Communications Physics·2025Open Access
Evaluating the Limits of QAOA Parameter Transfer at High-Rounds on Sparse Ising Models With Geometrically Local Cubic Terms
arXiv (Cornell University)·2025Open Access
Lie-algebraic classical simulations for quantum computing
Physical Review Research·2025· 10 citedOpen Access
Tensor Train Methods in Quantum Algorithms for Molecular Dynamics
2025Open Access
Deep Circuit Compression for Quantum Dynamics via Tensor Networks
Quantum·2025· 2 citedOpen Access
Quantum Simulation of Molecular Dynamics Processes─A Benchmark Study Using a Classical Simulator and Present-Day Quantum Hardware
The Journal of Physical Chemistry A·2025Open Access
Learning Circuits with Infinite Tensor Networks
arXiv (Cornell University)·2025Open Access
More buck-per-shot: Why learning trumps mitigation in noisy quantum sensing
Materials Today Quantum·2025Open Access
Improving the efficiency of learning-based error mitigation
Quantum·2025· 1 citedOpen Access
Barren plateaus in variational quantum computing
Nature Reviews Physics·2025· 114 cited
Quantum Optimal Control for Bosonic Quantum Many-body Systems
2025Open Access
Resilience–runtime tradeoff relations for quantum algorithms
Reports on Progress in Physics·2025Open Access
Efficient Online Quantum Circuit Learning with No Upfront Training
arXiv (Cornell University)·2025Open Access
Leveraging Quantum Machine Learning Generalization to Significantly Speed up Quantum Compilation
IEEE Transactions on Quantum Engineering·2025Open Access
Transmon qutrit-based simulation of spin-1 AKLT systems
arXiv (Cornell University)·2024Open Access
High-fidelity dimer excitations using quantum hardware
Physical review. B./Physical review. B·2024· 4 citedOpen Access
Scaling whole-chip QAOA for higher-order ising spin glass models on heavy-hex graphs
npj Quantum Information·2024· 13 citedOpen Access
scientific ML, AI, and UQ, with applications to quantum error mitigation
2024Open Access
More buck-per-shot: Why learning trumps mitigation in noisy quantum sensing
arXiv (Cornell University)·2024Open Access
Deep Circuit Compression for Quantum Dynamics via Tensor Networks
arXiv (Cornell University)·2024Open Access
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Frequent Co-authors

Patrick J. Coles(33), M. Cerezo(20), Andrew Sornborger(10), Zoë Holmes(9), Andrew Arrasmith(8), Kunal Sharma(6), Piotr Czarnik(6), Ryan LaRose(5), Samson Wang(5), Hsin-Yuan Huang(4), Jacek Dziarmaga(4), Yiğit Subaşı(4), Yu Zhang(4), Sergei Tretiak(4), Pavel A. Dub(4), Akira Sone(3), Guillaume Verdon(3), C. Matthias(3), Wojciech H. Zurek(3), Carlos Bravo-Prieto(3)