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Papers matching “Hamiltonian learning” 19

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The advantage of quantum control in many-body Hamiltonian learning
2024 Quantum article Computer Science Quantum Computing Algorithms and Architecture Open access

Alicja Dutkiewicz, Thomas E. O apos Brien

19

citations
Compilation of product-formula Hamiltonian simulation via reinforcement learning
2023 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

Lea M. Trenkwalder, Eleanor Scerri, Thomas E. O’Brien, Vedran Dunjko

1

citations
Supervised Learning with Quantum Hamiltonian Embeddings
2026 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

Riccardo Molteni, Minjun Jeon, Paolo Braccia, Abhinav Deshpande, Vedran Dunjko, Liang Jiang, +5 more

0

citations
Learning-Driven Annealing with Adaptive Hamiltonian Modification for Solving Large-Scale Problems on Quantum Devices
2025 Quantum article Computer Science Quantum Computing Algorithms and Architecture Open access

Sebastian Schulz, Dennis Willsch, Kristel F. L. Michielsen

4

citations
Provable learning separation for predicting time-evolution of quantum many-body systems
2026 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

Rahul Bandyopadhyay, Riccardo Molteni, Jens Eisert, Vedran Dunjko, Sofiène Jerbi

2

citations
Quantum machine learning advantages beyond hardness of evaluation
2025 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

Riccardo Molteni, Simon C. Marshall, Vedran Dunjko

8

citations
Hamiltonian Property Testing
2026 Quantum article Computer Science Quantum Computing Algorithms and Architecture Open access

Andreas Blühm, Matthias C. Caro, Aadil Oufkir

31

citations
Certifying and learning quantum Ising Hamiltonians
2025 HAL preprint Computer Science Quantum Computing Algorithms and Architecture Open access

Andreas Blühm, Francisco Escudero Gutiérrez, Aadil Oufkir, Cambyse Rouzé

8

citations
Learning Interactions between Rydberg Atoms
2025 PRX Quantum article Physics and Astronomy Quantum many-body systems Open access

Olivier Simard, Anna Dawid, Joseph Tindall, Michel Ferrero, Anirvan M. Sengupta, Antoine Georges

6

citations
Deep learning for quantum sciences: Selected topics
2025 Cambridge University Press eBooks book-chapter Computer Science Quantum Computing Algorithms and Architecture

Borja Requena, Kaelan Donatella, Juan Carrasquilla, Marylou Gabrié, Evert van Nieuwenburg, Filippo Vicentini, +5 more

0

citations
Learning to generate high-dimensional distributions with low-dimensional quantum Boltzmann machines
2024 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

Cenk Tüysüz, Maria Demidik, Luuk Coopmans, Enrico Rinaldi, V. Croft, Y. Haddad, +2 more

1

citations
Quantum Advantage in Learning Quantum Dynamics via Fourier coefficient extraction
2025 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

6

citations
Certificates of quantum many-body properties assisted by machine learning
2023 Physical Review Research article Physics and Astronomy Quantum many-body systems Open access

Borja Requena, Gorka Muñoz-Gil, Maciej Lewenstein, Vedran Dunjko, Jordi Tura

9

citations
Exponential separations between classical and quantum learners
2023 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

Casper Gyurik, Vedran Dunjko

7

citations
Differentiable Geomodeling: towards a tighter implementation of structural geological models into geophysical inverse frameworks
2024 conference-abstract Earth and Planetary Sciences Geological Modeling and Analysis Open access

Florian Wellmann, Miguel de la Varga, Zhouji Liang

1

citations
Efficient and robust estimation of many-qubit Hamiltonians
2024 Nature Communications article Computer Science Quantum Computing Algorithms and Architecture Open access

Daniel Stilck França, Liubov A. Markovich, V. V. Dobrovitski, Albert H. Werner, Johannes Borregaard

31

citations
Heisenberg-limited quantum phase estimation of multiple eigenvalues with few control qubits
2022 Quantum article Computer Science Quantum Computing Algorithms and Architecture Open access cited by 1 patent

Alicja Dutkiewicz, Barbara M. Terhal, Thomas E. O apos Brien

33

citations
Machine-learned tuning of artificial Kitaev chains from tunneling spectroscopy measurements
2024 Physical review. B./Physical review. B article Physics and Astronomy Quantum and electron transport phenomena Open access

Jacob Benestad, Athanasios Tsintzis, Rubén Seoane Souto, Martin Leijnse, Evert van Nieuwenburg, Jeroen Danon

12

citations
Optimal storage capacity of quantum Hopfield neural networks
2023 Physical Review Research article Computer Science Quantum Computing Algorithms and Architecture Open access

Lukas Bödeker, Eliana Fiorelli, Markus Michael Müller

10

citations

19 results