Quantum Computational Fluid Dynamics

Informacje na temat projektu

QCFD

Identyfikator umowy o grant: 101080085

DOI

10.3030/101080085

Data podpisania przez KE 19 Sierpnia 2022

Data rozpoczęcia 1 Listopada 2022

Data zakończenia 31 Października 2026

Finansowanie w ramach

• Digital, Industry and Space

Koszt całkowity

€ 4 935 146,25

Wkład UE

€ 4 935 143,25

Koordynowany przez

UNIVERSITY OF HAMBURG
Germany

CORDIS oferuje możliwość skorzystania z odnośników do publicznie dostępnych publikacji i rezultatów projektów realizowanych w ramach programów ramowych HORYZONT.

Odnośniki do rezultatów i publikacji związanych z poszczególnymi projektami 7PR, a także odnośniki do niektórych konkretnych kategorii wyników, takich jak zbiory danych i oprogramowanie, są dynamicznie pobierane z systemu OpenAIRE .

Rezultaty

Documents, reports (5)

Dissemination, exploitation and communication plan (final update)

A plan for dissemination and exploitation including communication activities, final update. Delivery month 36.

Dissemination, exploitation and communication plan (second update)

A plan for dissemination and exploitation including communication activities, second update. Delivery month 24.

Scaling and memory requirements

Report on the scaling and memory requirements of platform independent QCFD algorithms. Delivery month 36.

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.

Data Management Plan (1)

Data Management plan

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

Data sets, microdata, etc (4)

Core flagship QCFD set

A core set QCFD examples and solutions for comparison with benchmark CFD solutions provided in work package 1. Delivery month 27.

Core benchmark CFD set

A core set of benchmark CFD examples and solutions for comparison with solutions obtained by QCFD algorithms. Delivery month 18.

Core tensor network QCFD set

A core set of tensor network examples and solutions for comparison with benchmark CFD solutions from work package 1. Delivery month 21.

Core gate-level QCFD set

A core set of gate-level simulation examples and solutions for comparison with small benchmark CFD solutions of work package 1. Delivery month 24.

Publikacje

Peer reviewed articles (27)

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

Autorzy: Muhammad Umer, Eleftherios Mastorakis, Dimitris G Angelakis
Opublikowane w: Quantum Science and Technology, Numer 10, 2025, ISSN 2058-9565
Wydawca: IOP Publishing
DOI: 10.1088/2058-9565/ADD55E

Reinforcement learning pulses for transmon qubit entangling gates

Autorzy: H. N.Nguyen, F. Motzoi, M. Metcalf, K. B. Whaley, M. Bukov, M. Schmitt
Opublikowane w: Machine Learning: Science and Technology, 2023, ISSN 2632-2153
Wydawca: 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

Autorzy: Muhammad Umer, Eleftherios Mastorakis, Sofia Evangelou, Dimitris G. Angelakis
Opublikowane w: Physical Review A, Numer 111, 2025, ISSN 2469-9926
Wydawca: American Physical Society (APS)
DOI: 10.1103/PHYSREVA.111.012626

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

Autorzy: Abhishek Setty, Rasul Abdusalamov, Felix Motzoi
Opublikowane w: Machine Learning: Science and Technology, Numer 6, 2025, ISSN 2632-2153
Wydawca: IOP Publishing
DOI: 10.1088/2632-2153/ADA3AB

Tensor-programmable quantum circuits for solving differential equations

Autorzy: Pia Siegl, Greta Sophie Reese, Tomohiro Hashizume, Nis-Luca van Hülst, Dieter Jaksch
Opublikowane w: Physical Review Research, Numer 8, 2026, ISSN 2643-1564
Wydawca: American Physical Society (APS)
DOI: 10.1103/2QZH-YF49

Tensor network reduced order models for wall-bounded flows

Autorzy: M. Kiffner, D.Jaksch
Opublikowane w: PHYSICAL REVIEW FLUIDS, 2023, ISSN 2469-990X
Wydawca: American Physical Society
DOI: 10.1103/PhysRevFluids.8.124101

Tensor networks enable the calculation of turbulence probability distributions

Autorzy: Nikita Gourianov, Peyman Givi, Dieter Jaksch, Stephen B. Pope
Opublikowane w: Science Advances, Numer 11, 2025, ISSN 2375-2548
Wydawca: American Association for the Advancement of Science (AAAS)
DOI: 10.1126/sciadv.ads5990

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

Autorzy: Tobias Olsacher, Tristan Kraft, Christian Kokail, Barbara Kraus, Peter Zoller
Opublikowane w: Quantum Science and Technology, Numer 10, 2025, ISSN 2058-9565
Wydawca: Quantum Science and Technology
DOI: 10.1088/2058-9565/AD9ED5

Landscape approximation of low-energy solutions to binary optimization problems

Autorzy: B.Y. L. Tan, B.Y.Gan, D. Leykam, and D. G. Angelakis
Opublikowane w: Physical Review A, 2024, ISSN 2469-9934
Wydawca: American Physical Society
DOI: 10.1103/PhysRevA.109.012433

Fast neutral-atom transport and transfer between optical tweezers

Autorzy: Cristina Cicali, Martino Calzavara, Eloisa Cuestas, Tommaso Calarco, Robert Zeier, Felix Motzoi
Opublikowane w: Physical Review Applied, Numer 24, 2025, ISSN 2331-7019
Wydawca: American Physical Society (APS)
DOI: 10.1103/7R3W-8M61

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

Autorzy: Boxi Li, Tommaso Calarco, Felix Motzoi
Opublikowane w: npj Quantum Information, Numer 10, 2024, ISSN 2056-6387
Wydawca: Springer Science and Business Media LLC
DOI: 10.1038/S41534-024-00863-4

Element-wise Multiplication of Tensor Trains

Autorzy: Alexios A. Michailidis, Christian Fenton, Martin Kiffner
Opublikowane w: SIAM Journal on Scientific Computing, Numer 47, 2025, ISSN 1064-8275
Wydawca: Society for Industrial & Applied Mathematics (SIAM)
DOI: 10.1137/24M1714149

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

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

Quantum Information Perspective on Many-Body Dispersive Forces

Autorzy: Christopher Willby, Martin Kiffner, Joseph Tindall, Jason Crain, Dieter Jaksch
Opublikowane w: Physical Review Letters, Numer 135, 2024, ISSN 0031-9007
Wydawca: American Physical Society (APS)
DOI: 10.1103/F7YF-MXD5

Correction Formulas for the Mølmer-Sørensen Gate Under Strong Driving

Autorzy: Susanna Kirchhoff, Frank K. Wilhelm, Felix Motzoi
Opublikowane w: PRX Quantum, Numer 6, 2025, ISSN 2691-3399
Wydawca: American Physical Society (APS)
DOI: 10.1103/PRXQUANTUM.6.010328

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

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

Gaining confidence on the correct realization of arbitrary quantum computations

Autorzy: Jose Carrasco, Marc Langer, Antoine Neven, Barbara Kraus
Opublikowane w: Physical Review Research, Numer 6, 2024, ISSN 2643-1564
Wydawca: 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

Autorzy: C. H. Chee, D. Leykam, A.M. Mak , D.G. Angelakis
Opublikowane w: Physical Review A, 2023, ISSN 2469-9934
Wydawca: American Physical Society
DOI: 10.1103/PhysRevA.108.022416

Universal Pulses for Superconducting Qudit Ladder Gates

Autorzy: Boxi Li, F.A. Cárdenas-López, Adrian Lupascu, Felix Motzoi
Opublikowane w: PRX Quantum, Numer 6, 2025, ISSN 2691-3399
Wydawca: American Physical Society (APS)
DOI: 10.1103/9DXW-4C7Y

Unsupervised learning of quantum many-body scars using intrinsic dimension

Autorzy: Harvey Cao, Dimitris G Angelakis, Daniel Leykam
Opublikowane w: Machine Learning: Science and Technology, Numer 5, 2024, ISSN 2632-2153
Wydawca: IOP Publishing
DOI: 10.1088/2632-2153/AD4D3F

Quantum algorithms for cooling: A simple case study

Autorzy: Daniel Molpeceres, Sirui Lu, J. Ignacio Cirac, Barbara Kraus
Opublikowane w: Physical Review Research, Numer 7, 2025, ISSN 2643-1564
Wydawca: American Physical Society (APS)
DOI: 10.1103/4HX7-XNHW

Variational Quantum Algorithms for Computational Fluid Dynamics

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

Toward Variational Quantum Algorithms for Generalized Linear and Nonlinear Transport Phenomena

Autorzy: Sergio Bengoechea, Paul Over, Dieter Jaksch, Thomas Rung
Opublikowane w: AIAA Journal, 2025, ISSN 0001-1452
Wydawca: 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

Autorzy: Paul Over, Sergio Bengoechea, Thomas Rung, Francesco Clerici, Leonardo Scandurra, Eugene de Villiers, Dieter Jaksch
Opublikowane w: Computers & Fluids, Numer 288, 2025, ISSN 0045-7930
Wydawca: 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

Autorzy: Paul Over, Sergio Bengoechea, Peter Brearley, Sylvain Laizet, Thomas Rung
Opublikowane w: Physical Review A, Numer 112, 2025, ISSN 2469-9926
Wydawca: American Physical Society (APS)
DOI: 10.1103/D8HB-FV93

Dynamical quantum phase transitions on random networks

Autorzy: Tomohiro Hashizume, Felix Herbort, Joseph Tindall, Dieter Jaksch
Opublikowane w: New Journal of Physics, Numer 27, 2025, ISSN 1367-2630
Wydawca: IOP Publishing
DOI: 10.1088/1367-2630/ADE07B

Partitioned Quantum Subspace Expansion

Autorzy: T. O’Leary, L. W. Anderson, D. Jaksch, M.Kiffner
Opublikowane w: Quantum, 2025, ISSN 2521-327X
Wydawca: Quantum
DOI: 10.22331/Q-2025-05-05-1726

Other (13)

Disentangling strategies and entanglement transitions in unitary circuit games with matchgates

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

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

Autorzy: Manuel Guatto, Francesco Preti, Michael Schilling, Tommaso Calarco, Francisco Andrés Cárdenas-López, Felix Motzoi
Opublikowane w: 2025, ISSN 2331-8422
Wydawca: ARXIV
DOI: 10.48550/ARXIV.2509.03974

An Information-Minimal Geometry for Qubit-Efficient Optimization

Autorzy: Gordon Man, Dimitris G. Angelakis
Opublikowane w: 2025, ISSN 2331-8422
Wydawca: Arxiv.org
DOI: 10.48550/ARXIV.2511.08362

Classical feature map surrogates and metrics for quantum control landscapes

Autorzy: Martino Calzavara, Tommaso Calarco, Felix Motzoi
Opublikowane w: 2025, ISSN 2331-8422
Wydawca: ARXIV
DOI: 10.48550/ARXIV.2509.25930

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

Autorzy: "Eleftherios Mastorakis, Muhammad Umer, Milena Guevara-Bertsch, Juris Ulmanis, Felix Rohde and Dimitris G. Angelakis """
Opublikowane w: 2025, ISSN 2331-8422
Wydawca: ARXIV
DOI: 10.48550/ARXIV.2507.19250

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

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

Gradients, parallelism, and variance of quantum estimates

Autorzy: Francesco Preti, Michael Schilling, József Zsolt Bernád, Tommaso Calarco, Francisco Cárdenas-López, Felix Motzoi
Opublikowane w: 2025, ISSN 2331-8422
Wydawca: ARXIV
DOI: 10.48550/ARXIV.2509.11214

Quantum time-marching algorithms for solving linear transport problems including boundary conditions

Autorzy: Sergio Bengoechea, Paul Over, Thomas Rung
Opublikowane w: 2025, ISSN 2331-8422
Wydawca: Arxiv.org
DOI: 10.48550/ARXIV.2511.04271

Matrix Product State Simulation of Reacting Shear Flows

Autorzy: Robert Pinkston, Nikita Gourianov, Hirad Alipanah, Peyman Givi, Dieter Jaksch, Juan Jose Mendoza-Arenas
Opublikowane w: 2025, ISSN 2331-8422
Wydawca: Arxiv.org
DOI: 10.48550/ARXIV.2512.13661

Symplectic Optimization on Gaussian States

Autorzy: Christopher Willby, Tomohiro Hashizume, Jason Crain, Dieter Jaksch
Opublikowane w: 2026, ISSN 2331-8422
Wydawca: Arxiv.org
DOI: 10.48550/ARXIV.2601.20832

Dispersive Qubit Readout with Intrinsic Resonator Reset

Autorzy: 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
Opublikowane w: 2024, ISSN 2331-8422
Wydawca: arXiv.org
DOI: 10.48550/arXiv.2406.04891

Block Encoding of Sparse Matrices via Coherent Permutation

Autorzy: Abhishek Setty
Opublikowane w: 2025, ISSN 2331-8422
Wydawca: ARXIV
DOI: 10.48550/ARXIV.2508.21667

Depth Optimization of Ansatz Circuits for Variational Quantum Algorithms

Autorzy: Spyros Tserkis, Muhammad Umer, Dimitris G. Angelakis
Opublikowane w: 2025, ISSN 2331-8422
Wydawca: Arxiv.org
DOI: 10.48550/ARXIV.2511.13256