Evert van Nieuwenburg
- Quantum computing and artificial intelligence: status and perspectives
2025/05/29 by Giovanni Acampora, Andris Ambainis, Acampora, Giovanni +75 · 6 voices · 7 citations
Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph) #cs.AI #cs.LG #quant-ph
- Data-driven decoding of quantum error correcting codes using graph neural networks
2023/07/03 by Moritz Lange, Pontus Havström, Lange, Moritz +14 · 12 citations
Computer Science · Engineering · #Advancements in Semiconductor Devices and Circuit Design #FOS: Physical sciences #Ferroelectric and Negative Capacitance Devices #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
- Modern applications of machine learning in quantum sciences
2022/04/08 by Anna Dawid, Dawid, Anna, Julian Arnold +57 · 1 voice · 4 citations
Computer Science · Materials Science · Physics and Astronomy · #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Physical sciences #Machine Learning in Materials Science #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #cond-mat.dis-nn #cond-mat.mes-hall #quant-ph
- Machine-learned tuning of artificial Kitaev chains from tunneling-spectroscopy measurements
2024/05/02 by Jacob Benestad, Benestad, Jacob, Athanasios Tsintzis +9 · 4 citations
Physics and Astronomy · #Atomic and Subatomic Physics Research #Cold Atom Physics and Bose-Einstein Condensates #Quantum optics and atomic interactions
- Discovering emergent connections in quantum physics research via dynamic word embeddings
2024/11/10 by Felix Frohnert, Frohnert, Felix, Xuemei Gu +5 · 2 citations
Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Quantum Physics (quant-ph)
- Learning Density Functionals from Noisy Quantum Data
2024/09/04 by Emiel Koridon, Felix Frohnert, Koridon, Emiel +9 · 2 citations
Computer Science · #FOS: Physical sciences #Neural Networks and Applications #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
- Self-supervised learning for denoising quasiparticle interference data
2025/01/16 by Ilse S. Kuijf, Willem O. Tromp, Tjerk Benschop +4 · 1 voice · 1 citation
Physics and Astronomy · #Atomic and Subatomic Physics Research #Physics of Superconductivity and Magnetism #Theoretical and Computational Physics
- Automated In Situ Optimization and Disorder Mitigation in a Quantum Device
2024/12/06 by Jacob Benestad, Torbjørn Rasmussen, Benestad, Jacob +21 · 1 citation
Computer Science · Physics and Astronomy · #FOS: Physical sciences #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum and electron transport phenomena
- Integrating Neural Networks with a Quantum Simulator for State Reconstruction
2019/12/06 by Giacomo Torlai, Brian Timar, Evert van Nieuwenburg +9 · 1 citation
Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Quantum many-body systems #Model Reduction and Neural Networks
- Self-supervised learning for denoising quasiparticle interference data
2024/09/13 by Ilse S. Kuijf, Kuijf, Ilse S., Willem O. Tromp +11 · 1 citation
Earth and Planetary Sciences · Physics and Astronomy · #Cryospheric studies and observations #FOS: Physical sciences #Quantum Physics (quant-ph) #Superconducting and THz Device Technology #Superconductivity (cond-mat.supr-con)
- Optimising entanglement distribution policies under classical communication constraints assisted by reinforcement learning
2024/12/09 by Zhenquan Li, Tim Coopmans, Li, Jan +9 · 1 citation
Physics and Astronomy · #FOS: Physical sciences #Opinion Dynamics and Social Influence #Quantum Physics (quant-ph)
- Cautious optimism for deep parameterized quantum circuits
2026/07/23 by Marie Kempkes, Elies Gil-Fuster, Carlos Bravo-Prieto +5
Computer Science · Mathematics · #quant-ph #cs.LG #stat.ML