Quantum Computational Fluid Dynamics

Información del proyecto

QCFD

Identificador del acuerdo de subvención: 101080085

DOI

10.3030/101080085

Fecha de la firma de la CE 19 Agosto 2022

Fecha de inicio 1 Noviembre 2022

Fecha de finalización 31 Octubre 2026

Financiado con arreglo a

• Digital, Industry and Space

Coste total

€ 4 935 146,25

Aportación de la UE

€ 4 935 143,25

Coordinado por

UNIVERSITY OF HAMBURG
Germany

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

Data Management Plan (1)

Data Management plan

A DMP for simulation data and quantum software created during the project.

Documents, reports (2)

Dissemination, exploitation and communication plan (first update)

A plan for dissemination and exploitation including communication activities, first update. Delivery month 12

Dissemination, exploitation and communication plan

A plan for dissemination and exploitation including communication activities. Delivery month 6.

Publicaciones

Peer reviewed articles (25)

Efficient estimation and sequential optimization of cost functions in variational quantum algorithms

Autores: Muhammad Umer, Eleftherios Mastorakis, Dimitris G Angelakis
Publicado en: Quantum Science and Technology, Edición 10, 2025, ISSN 2058-9565
Editor: IOP Publishing
DOI: 10.1088/2058-9565/ADD55E

Reinforcement learning pulses for transmon qubit entangling gates

Autores: H. N.Nguyen, F. Motzoi, M. Metcalf, K. B. Whaley, M. Bukov, M. Schmitt
Publicado en: Machine Learning: Science and Technology, 2023, ISSN 2632-2153
Editor: IOP Science
DOI: 10.1088/2632-2153/ad4f4d

Probing the limits of variational quantum algorithms for nonlinear ground states on real quantum hardware: The effects of noise

Autores: Muhammad Umer, Eleftherios Mastorakis, Sofia Evangelou, Dimitris G. Angelakis
Publicado en: Physical Review A, Edición 111, 2025, ISSN 2469-9926
Editor: American Physical Society (APS)
DOI: 10.1103/PHYSREVA.111.012626

Self-adaptive physics-informed quantum machine learning for solving differential equations

Autores: Abhishek Setty, Rasul Abdusalamov, Felix Motzoi
Publicado en: Machine Learning: Science and Technology, Edición 6, 2025, ISSN 2632-2153
Editor: IOP Publishing
DOI: 10.1088/2632-2153/ADA3AB

Tensor network reduced order models for wall-bounded flows

Autores: M. Kiffner, D.Jaksch
Publicado en: PHYSICAL REVIEW FLUIDS, 2023, ISSN 2469-990X
Editor: American Physical Society
DOI: 10.1103/PhysRevFluids.8.124101

Tensor networks enable the calculation of turbulence probability distributions

Autores: Nikita Gourianov, Peyman Givi, Dieter Jaksch, Stephen B. Pope
Publicado en: Science Advances, Edición 11, 2025, ISSN 2375-2548
Editor: American Association for the Advancement of Science (AAAS)
DOI: 10.1126/sciadv.ads5990

Hamiltonian and Liouvillian learning in weakly-dissipative quantum many-body systems

Autores: Tobias Olsacher, Tristan Kraft, Christian Kokail, Barbara Kraus, Peter Zoller
Publicado en: Quantum Science and Technology, Edición 10, 2025, ISSN 2058-9565
Editor: IOP Publishing
DOI: 10.1088/2058-9565/AD9ED5

Landscape approximation of low-energy solutions to binary optimization problems

Autores: B.Y. L. Tan, B.Y.Gan, D. Leykam, and D. G. Angelakis
Publicado en: Physical Review A, 2024, ISSN 2469-9934
Editor: American Physical Society
DOI: 10.1103/PhysRevA.109.012433

Fast neutral-atom transport and transfer between optical tweezers

Autores: Cristina Cicali, Martino Calzavara, Eloisa Cuestas, Tommaso Calarco, Robert Zeier, Felix Motzoi
Publicado en: Physical Review Applied, Edición 24, 2025, ISSN 2331-7019
Editor: American Physical Society (APS)
DOI: 10.1103/7R3W-8M61

Experimental error suppression in Cross-Resonance gates via multi-derivative pulse shaping

Autores: Boxi Li, Tommaso Calarco, Felix Motzoi
Publicado en: npj Quantum Information, Edición 10, 2024, ISSN 2056-6387
Editor: Springer Science and Business Media LLC
DOI: 10.1038/S41534-024-00863-4

Gate-set evaluation metrics for closed-loop optimal control on nitrogen-vacancy center ensembles in diamond

Autores: Philipp J. Vetter, Thomas Reisser, Maximilian G. Hirsch, Tommaso Calarco, Felix Motzoi, Fedor Jelezko, Matthias M. Müller
Publicado en: npj Quantum Information, Edición 10, 2024, ISSN 2056-6387
Editor: Springer Science and Business Media LLC
DOI: 10.1038/S41534-024-00893-Y

Quantum Information Perspective on Many-Body Dispersive Forces

Autores: Christopher Willby, Martin Kiffner, Joseph Tindall, Jason Crain, Dieter Jaksch
Publicado en: Physical Review Letters, Edición 135, 2024, ISSN 0031-9007
Editor: American Physical Society (APS)
DOI: 10.1103/F7YF-MXD5

Correction Formulas for the Mølmer-Sørensen Gate Under Strong Driving

Autores: Susanna Kirchhoff, Frank K. Wilhelm, Felix Motzoi
Publicado en: PRX Quantum, Edición 6, 2025, ISSN 2691-3399
Editor: American Physical Society (APS)
DOI: 10.1103/PRXQUANTUM.6.010328

Hybrid discrete-continuous compilation of trapped-ion quantum circuits with deep reinforcement learning

Autores: F. Preti, M. Schilling, S.Jerbi, L. M. Trenkwalder, H.P. Nautrup, F. Motzoi, H. J. Briegel
Publicado en: Quantum 8, 2024, ISSN 2521-327X
Editor: Quantum
DOI: 10.22331/q-2024-05-14-1343

Gaining confidence on the correct realization of arbitrary quantum computations

Autores: Jose Carrasco, Marc Langer, Antoine Neven, Barbara Kraus
Publicado en: Physical Review Research, Edición 6, 2024, ISSN 2643-1564
Editor: American Physical Society (APS)
DOI: 10.1103/PHYSREVRESEARCH.6.L032074

Shallow quantum circuits for efficient preparation of Slater determinants and correlated states on a quantum computer

Autores: C. H. Chee, D. Leykam, A.M. Mak , D.G. Angelakis
Publicado en: Physical Review A, 2023, ISSN 2469-9934
Editor: American Physical Society
DOI: 10.1103/PhysRevA.108.022416

Universal Pulses for Superconducting Qudit Ladder Gates

Autores: Boxi Li, F.A. Cárdenas-López, Adrian Lupascu, Felix Motzoi
Publicado en: PRX Quantum, Edición 6, 2025, ISSN 2691-3399
Editor: American Physical Society (APS)
DOI: 10.1103/9DXW-4C7Y

Unsupervised learning of quantum many-body scars using intrinsic dimension

Autores: Harvey Cao, Dimitris G Angelakis, Daniel Leykam
Publicado en: Machine Learning: Science and Technology, Edición 5, 2024, ISSN 2632-2153
Editor: IOP Publishing
DOI: 10.1088/2632-2153/AD4D3F

Quantum algorithms for cooling: A simple case study

Autores: Daniel Molpeceres, Sirui Lu, J. Ignacio Cirac, Barbara Kraus
Publicado en: Physical Review Research, Edición 7, 2025, ISSN 2643-1564
Editor: American Physical Society (APS)
DOI: 10.1103/4HX7-XNHW

Variational Quantum Algorithms for Computational Fluid Dynamics

Autores: D. Jaksch, P. Givi, A.J. Daley, T. Rung
Publicado en: AIAA Journal, 2023, ISSN 1533-385X
Editor: American Institute of Aeronautics and Astronautics, Inc.
DOI: 10.2514/1.J062426

Toward Variational Quantum Algorithms for Generalized Linear and Nonlinear Transport Phenomena

Autores: Sergio Bengoechea, Paul Over, Dieter Jaksch, Thomas Rung
Publicado en: AIAA Journal, 2025, ISSN 0001-1452
Editor: American Institute of Aeronautics and Astronautics (AIAA)
DOI: 10.2514/1.J065582

Boundary treatment for variational quantum simulations of partial differential equations on quantum computers

Autores: Paul Over, Sergio Bengoechea, Thomas Rung, Francesco Clerici, Leonardo Scandurra, Eugene de Villiers, Dieter Jaksch
Publicado en: Computers & Fluids, Edición 288, 2025, ISSN 0045-7930
Editor: Elsevier BV
DOI: 10.1016/J.COMPFLUID.2024.106508

Quantum algorithm for the advection-diffusion equation by direct block encoding of the time-marching operator

Autores: Paul Over, Sergio Bengoechea, Peter Brearley, Sylvain Laizet, Thomas Rung
Publicado en: Physical Review A, Edición 112, 2025, ISSN 2469-9926
Editor: American Physical Society (APS)
DOI: 10.1103/D8HB-FV93

Dynamical quantum phase transitions on random networks

Autores: Tomohiro Hashizume, Felix Herbort, Joseph Tindall, Dieter Jaksch
Publicado en: New Journal of Physics, Edición 27, 2025, ISSN 1367-2630
Editor: IOP Publishing
DOI: 10.1088/1367-2630/ADE07B

Partitioned Quantum Subspace Expansion

Autores: T. O’Leary, L. W. Anderson, D. Jaksch, M.Kiffner
Publicado en: Quantum, 2025, ISSN 2521-327X
Editor: Quantum
DOI: 10.22331/Q-2025-05-05-1726

Other (21)

Nonlinear Quantum Dynamics in Superconducting NISQ Processors

Autores: M. Umer, E. Mastorakis, S. Evangelou, D.G. Angelakis
Publicado en: 2024, ISSN 2331-8422
Editor: ArXiv.org
DOI: 10.48550/arXiv.2403.16426

Tensor networks enable the calculation of turbulence probability distributions

Autores: Nikita Gourianov, Peyman Givi, Dieter Jaksch, Stephen Pope
Publicado en: 2024, ISSN 2331-8422
Editor: arXiv.org
DOI: 10.48550/arXiv.2407.09169v1

Disentangling strategies and entanglement transitions in unitary circuit games with matchgates

Autores: Raúl Morral-Yepes, Marc Langer, Adam Gammon-Smith, Barbara Kraus, Frank Pollmann
Publicado en: 2025, ISSN 2331-8422
DOI: 10.48550/ARXIV.2507.05055

Gaining confidence on the correct realization of arbitrary quantum computations

Autores: J. Carrasco, M. Langer, A. Neven, B.Kraus
Publicado en: 2023, ISSN 2331-8422
Editor: arXiv.org
DOI: 10.48550/arXiv.2308.11368

Experimental error suppression in Cross-Resonance gates via multi-derivative pulse shaping

Autores: B Li, T Calarco, F Motzoi
Publicado en: 2023
Editor: ISSN 2331-8422
DOI: 10.48550/arXiv.2303.01427

Hamiltonian and Liouvillian learning in weakly-dissipative quantum many-body systems

Autores: Tobias Olsacher, Tristan Kraft, Christian Kokail, Barbara Kraus, Peter Zoller
Publicado en: 2024, ISSN 2331-8422
Editor: arXiv.org
DOI: 10.48550/arXiv.2405.06768

Real-time adaptive quantum error correction by model-free multi-agent learning

Autores: Manuel Guatto, Francesco Preti, Michael Schilling, Tommaso Calarco, Francisco Andrés Cárdenas-López, Felix Motzoi
Publicado en: 2025, ISSN 2331-8422
Editor: ARXIV
DOI: 10.48550/ARXIV.2509.03974

Tensor-Programmable Quantum Circuits for Solving Differential Equations

Autores: Pia Siegl, Greta Sophie Reese, Tomohiro Hashizume, Nis-Luca van Hulst, Dieter Jaksch
Publicado en: 2025, ISSN 2331-8422
Editor: Arxiv
DOI: 10.48550/ARXIV.2502.04425

Classical feature map surrogates and metrics for quantum control landscapes

Autores: Martino Calzavara, Tommaso Calarco, Felix Motzoi
Publicado en: 2025, ISSN 2331-8422
Editor: ARXIV
DOI: 10.48550/ARXIV.2509.25930

Correction formulas for the two-qubit Mølmer-Sørensen gate

Autores: S. Kirchhoff, F.K. Wilhelm, F. Motzoi
Publicado en: 2024, ISSN 2331-8422
Editor: arXiv.org
DOI: 10.48550/arXiv.2404.17478

Resource-Efficient Hadamard Test Circuits for Nonlinear Dynamics on a Trapped-Ion Quantum Computer

Autores: "Eleftherios Mastorakis, Muhammad Umer, Milena Guevara-Bertsch, Juris Ulmanis, Felix Rohde and Dimitris G. Angelakis """
Publicado en: 2025, ISSN 2331-8422
Editor: ARXIV
DOI: 10.48550/ARXIV.2507.19250

Quantum-Inspired Tensor-Network Fractional-Step Method for Incompressible Flow in Curvilinear Coordinates

Autores: Nis-Luca van Hülst, Pia Siegl, Paul Over, Sergio Bengoechea, Tomohiro Hashizume, Mario Guillaume Cecile, Thomas Rung, Dieter Jaksch
Publicado en: 2025, ISSN 2331-8422
DOI: 10.48550/ARXIV.2507.05222

Tensor Train Multiplication

Autores: Alexios A Michailidis, Christian Fenton, Martin Kiffner
Publicado en: 2024, ISSN 2331-8422
Editor: arXiv.org
DOI: 10.48550/arXiv.2410.19747

Gradients, parallelism, and variance of quantum estimates

Autores: Francesco Preti, Michael Schilling, József Zsolt Bernád, Tommaso Calarco, Francisco Cárdenas-López, Felix Motzoi
Publicado en: 2025, ISSN 2331-8422
Editor: ARXIV
DOI: 10.48550/ARXIV.2509.11214

Self-Adaptive Physics-Informed Quantum Machine Learning for Solving Differential Equations

Autores: Abhishek Setty, Rasul Abdusalamov, Felix Motzoi
Publicado en: 2024, ISSN 2331-8422
Editor: arXiv.org
DOI: 10.48550/arXiv.2312.09215

Gate-set evaluation metrics for closed-loop optimal control on nitrogen-vacancy center ensembles in diamond

Autores: P.J. Vetter, T. Reisser, M.G. Hirsch, T. Calarco, F. Motzoi, F. Jelezko, M.M. Müller
Publicado en: 2024, ISSN 2331-8422
Editor: arXiv.org
DOI: 10.48550/arXiv.2403.00616

Unsupervised learning of quantum many-body scars using intrinsic dimension

Autores: H. Cao, D. G. Angelakis, D.Leykam
Publicado en: 2024, ISSN 2331-8422
Editor: ArXiv.org
DOI: 10.48550/arXiv.2401.07795

Boundary Treatment for Variational Quantum Simulations of Partial Differential Equations on Quantum Computers

Autores: P. Over, S. Bengoechea, T. Rung, F. Clerici, L.Scandurra, E.Villiers, D.Jaksch
Publicado en: 2024, ISSN 2331-8422
Editor: ArXiv.org
DOI: 10.48550/arXiv.2402.18619

Dispersive Qubit Readout with Intrinsic Resonator Reset

Autores: M. Jerger, F. Motzoi, Y. Gao, C. Dickel, L. Buchmann, A. Bengtsson, G. Tancredi, Ch. Warren, J. Bylander, D. DiVincenzo, R. Barends, P. A. Bushev
Publicado en: 2024, ISSN 2331-8422
Editor: arXiv.org
DOI: 10.48550/arXiv.2406.04891

Block Encoding of Sparse Matrices via Coherent Permutation

Autores: Abhishek Setty
Publicado en: 2025, ISSN 2331-8422
Editor: ARXIV
DOI: 10.48550/ARXIV.2508.21667

A Quantum Information Perspective on Many-Body Dispersive Forces

Autores: Christopher Willby, Martin Kiffner, Joseph Tindall, Jason Crain, and Dieter Jaksch
Publicado en: 2024, ISSN 2331-8422
Editor: arXiv.org
DOI: 10.48550/arXiv.2407.04111