NExt ApplicationS of Quantum Computing

Resultado final

Review of state-of-the-art for Pricing and Computation of VaR

Review of stateoftheart for Pricing and Computation of VaR

Extension of diagrammatical languages (i.e. ZX calculus), to represent Hamiltonians, and the specification of an algorithm to compute the exponential of the Hamiltonian

Extension of diagrammatical languages ie ZX calculus to represent Hamiltonians and the specification of an algorithm to compute the exponential of the Hamiltonian

QPSA Divide and Quantum benchmark report

report on the results on relevant instances defined in D66 and discussion on the obtained speedup

Update of review of state-of-the-art for Pricing and Computation of VaR

Update of Review of stateoftheart for Pricing and Computation of VaR Value at Risk

QRBS requirements analysis

requirements analysis of the RBS and QRBS frameworks

QPSA Divide and quantum mathematical foundation

study report assumptions mathematical background mathematical developments issues and limitations mathematical approach for solving the problem

Evaluation of quantum algorithms for pricing and computation of VaR
Specification of QRL algorithm for inventory management
QRBS models, architecture and formal specification

report on mathematical and algorithm models report on simulation results design document

QNLP design and formal specification

Design doc specification doc evaluation methodology doc for the software libraries and applications

QNLP pre-alpha prototype

QNLP prealpha prototype

VA Beta and BBO Beta (Open source software)

A first version of the Hamiltonian preparation including beyond BornOppenheimer BBO terms will be finished and a first version of our variational algorithms VA package will be finished The BBO module will make use of PySCF and work at first only for very small molecules The VA Package will contain at least the VQEUSSCD Ansatz and a brute force translation to gates

QPSA Divide and Quantum open source software
QCCC Alpha (Open source software)

The first version of the VQE solver for benzene will be made public discussed in Task 45

Public website

The public website will be considered in this deliverable It will subsequently be maintained and updated to reflect the projects life

Publicaciones

A Survey on Quantum Computational Finance for Derivatives Pricing and VaR

Autores: Gómez, Andrés; Leitao, Álvaro; Manzano, Alberto; Musso, Daniele; Nogueiras, María R.; Ordóñez, Gustavo; Vázquez, Carlos
Publicado en: Archives of Computational Methods in Engineering, Edición 1, 2022
Editor: Springer
DOI: 10.1007/s11831-022-09732-9

Completeness of Graphical Languages for Mixed State Quantum Mechanics

Autores: Titouan Carette, Emmanuel Jeandel, Simon Perdrix, Renaud Vilmart
Publicado en: ACM Transactions on Quantum Computing, 2021, ISSN 2643-6809
Editor: ACM
DOI: 10.1145/3464693

Improved analytical bounds on delivery times of long-distance entanglement

Autores: Coopmans, T.J.; Brand, Sebastiaan; Elkouss Coronas, D.
Publicado en: APS Physical Review A, Edición Vol 105, Edición 1, 2022, ISSN 2469-9926
Editor: American Physical Society
DOI: 10.1103/physreva.105.012608

Equivariant quantum circuits for learning on weighted graphs

Autores: Skolik, Andrea; Cattelan, Michele; Yarkoni, Sheir; Bäck, Thomas; Dunjko, Vedran
Publicado en: npj Quantum Information, Edición 9, 2023, Página(s) Article Number 47, ISSN 2056-6387
Editor: Springer Nature
DOI: 10.1038/s41534-023-00710-y

Quantum Machine Learning Beyond Kernel Methods

Autores: Jerbi, Sofiene; Fiderer, Lukas J.; Poulsen Nautrup, Hendrik; Kübler, Jonas M.; Briegel, Hans J.; Dunjko, Vedran
Publicado en: Nature Communications, Edición 14, 2023, Página(s) 517, ISSN 2041-1723
Editor: Nature Publishing Group
DOI: 10.1038/s41467-023-36159-y

Real Quantum Amplitude Estimation

Autores: Manzano, Alberto; Musso, Daniele; Leitao, Álvaro
Publicado en: EPJ Quantum Technology, Edición 10, 2023, Página(s) 2, ISSN 2196-0763
Editor: Springer Nature
DOI: 10.1140/epjqt/s40507-023-00159-0

Noisy intermediate-scale quantum computing algorithm for solving an n-vertex MaxCut problem with log(n) qubits

Autores: Marko J. Rančić
Publicado en: Physical Review Research, Edición Vol 5, Edición 1, 2023
Editor: American Physical Society
DOI: 10.1103/physrevresearch.5.l012021

Modelling carbon capture on metal-organic frameworks with quantum computing

Autores: Gabriel Greene-Diniz, David Zsolt Manrique, Wassil Sennane, Yann Magnin, Elvira Shishenina, Philippe Cordier, Philip Llewellyn, Michal Krompiec, Marko J. Rančić & David Muñoz Ramo
Publicado en: EPJ Quantum Technology, Edición Vol 9, article number 37, 2022, ISSN 2196-0763
Editor: Springer
DOI: 10.1140/epjqt/s40507-022-00155-w

Smooth input preparation for quantum and quantum-inspired machine learning

Autores: Zhikuan Zhao, Jack K. Fitzsimons, Patrick Rebentrost, Vedran Dunjko & Joseph F. Fitzsimons
Publicado en: Quantum Machine Intelligence, Edición 3, 2021, ISSN 2524-4914
Editor: Springer
DOI: 10.1007/s42484-021-00045-x

Uncertainty in Quantum Rule-Based Systems

Autores: Vicente Moret-Bonillo, Isaac Fernández-Varela, Diego Álvarez-Estévez
Publicado en: Archives of Clinical and Biomedical Research, Edición 05/01, 2021, Página(s) 42-60, ISSN 2572-5017
Editor: Fortune Journals
DOI: 10.26502/acbr.50170149

A Modular Framework for Generic Quantum Algorithms

Autores: Alberto Manzano; Daniele Musso; Álvaro Leitao; Andrés Gómez; Carlos Vázquez; Gustavo Ordóñez; María R. Nogueiras
Publicado en: Mathematics; Volume 10; Edición 5; Pages: 785, Edición 2, 2022, ISSN 2227-7390
Editor: MDPI
DOI: 10.3390/math10050785

A Quantum Computing Implementation of Nuclear-Electronic Orbital (NEO) Theory: Towards an Exact pre-Born-Oppenheimer Formulation of Molecular Quantum Systems

Autores: Arseny Kovyrshin, Mårten Skogh, Anders Broo, Stefano Mensa, Emre Sahin, Jason Crain, Ivano Tavernelli
Publicado en: The Journal of Chemical Physics, Edición Volume 158, Edición 21, 2023, ISSN 0021-9606
Editor: American Institute of Physics
DOI: 10.1063/5.0150291

Calculating the ground-state energy of benzene under spatial deformations with noisy quantum computing

Autores: Wassil Sennane, Jean-Philip Piquemal, and Marko J. Rančić
Publicado en: APS Physical Review A, Edición Vol 107, Edición 1, 2023, ISSN 2469-9926
Editor: American Physical Society
DOI: 10.1103/physreva.107.012416

Unsupervised strategies for identifying optimal parameters in Quantum Approximate Optimization Algorithm

Autores: Charles Moussa, Hao Wang, Thomas Bäck & Vedran Dunjko
Publicado en: EPJ Quantum Technology, Edición 9, 2022, Página(s) 11, ISSN 2196-0763
Editor: Springer Nature
DOI: 10.1140/epjqt/s40507-022-00131-4

Extension of the Trotterized Unitary Coupled Cluster to Triple Excitations

Autores: Mohammad Haidar; Marko J. Rančić; Yvon Maday; Jean-Philip Piquemal
Publicado en: The Journal of Physical Chemistry A, Edición 127, 15, 2023, Página(s) 3543-3550, ISSN 1089-5639
Editor: American Chemical Society
DOI: 10.1021/acs.jpca.3c01753

Open source variational quantum eigensolver extension ofthe quantum learning machine for quantum chemistry

Autores: Mohammad Haidar, Marko J. Rancic, Thomas Ayral, Yvon Maday, Jean-Philip Piquemal
Publicado en: WIREs Computational Molecular Science, 2023, ISSN 1759-0884
Editor: Wiley
DOI: 10.1002/wcms.1664

Quantum agents in the Gym: a variational quantum algorithm for deep Q-learning

Autores: Skolik, Andrea; Jerbi, Sofiene; Dunjko, Vedran
Publicado en: Quantum, Edición Volume 6, 2022, Página(s) 720
Editor: Quantum
DOI: 10.22331/q-2022-05-24-720

Nonadiabatic nuclear-electron dynamics: a quantum computing approach

Autores: Arseny Kovyrshin, Mårten Skogh, Lars Tornberg, Anders Broo, Stefano Mensa, Emre Sahin, Benjamin C. B. Symons, Jason Crain, Ivano Tavernelli
Publicado en: The Journal of Physical Chemistry Letters, Edición 14, 2023, Página(s) 7065–7072, ISSN 1948-7185
Editor: American Chemical Society
DOI: 10.1021/acs.jpclett.3c01589

Hybrid divide-and-conquer approach for tree search algorithms

Autores: Rennela, Mathys; Brand, Sebastiaan; Laarman, Alfons; Dunjko, Vedran
Publicado en: Edición 1, 2021
Editor: Arxiv
DOI: 10.5281/zenodo.5709974

Quantum Computing for Dealing with Inaccurate knowledge using the Certainty Factors Model

Autores: Vicente Moret-Bonillo, Samuel Magaz-Romero and Eduardo Mosqueira-Rey
Publicado en: Mathematics, 2022
Editor: MDPI
DOI: 10.3390/math10020189

Quantum Expectation Transformers for Cost Analysis

Autores: Martin Avanzini; Georg Moser; Romain Péchoux; Simon Perdrix; Vladimir Zamdzhiev
Publicado en: LICS '22: Proceedings of the 37th Annual ACM/IEEE Symposium on Logic in Computer Science, Edición 10, 2022, Página(s) 1-13, ISBN 9781450393515
Editor: ACM
DOI: 10.1145/3531130.3533332

Quantum Approach for Vertex Separator Problem in Directed Graphs

Autores: Ahmed Zaiou, Younès Bennani, Mohamed Hibti, Basarab Matei
Publicado en: Artificial Intelligence Applications and Innovations. AIAI 2022. IFIP Advances in Information and Communication Technology, Edición vol 646, 2022, ISBN 978-3-031-08333-4
Editor: Springer
DOI: 10.1007/978-3-031-08333-4_40

Quantum Arithmetic for Directly Embedded Arrays

Autores: Alberto Manzano; Daniele Musso; Álvaro Leitao; Andrés Gómez; Carlos Vázquez; Gustavo Ordóñez; María Rodríguez-Nogueiras
Publicado en: Proceedings of 4th XoveTIC Conference, Edición 2, 2021
Editor: MDPI
DOI: 10.3390/engproc2021007045

Graphical Language with Delayed Trace: Picturing Quantum Computing with Finite Memory

Autores: Titouan Carette, Marc de Visme, Simon Perdrix
Publicado en: Proceedings of the 36th Annual ACM/IEEE Symposium on Logic in Computer Science (LICS), 2021
Editor: IEEE
DOI: 10.1109/lics52264.2021.9470553

Quantum Factory Method: A Software Engineering Approach to Deal with Incompatibilities in Quantum Libraries

Autores: Magaz-Romero, S., Mosqueira-Rey, E., Alvarez-Estevez, D., Moret-Bonillo, V.
Publicado en: ICCS 2023. Lecture Notes in Computer Science, Edición Vol 10477, 2023, Página(s) 64-71, ISBN 978-3-031-36029-9
Editor: Springer
DOI: 10.1007/978-3-031-36030-5_6

Addition and Differentiation of ZX-Diagrams

Autores: Emmanuel Jeandel, Simon Perdrix, Margarita Veshchezerova
Publicado en: Proceedings of the 7th International Conference on Formal Structures for Computation and Deduction (FSCD 2022), 2022
Editor: Dagstuhl Publishing
DOI: 10.4230/lipics.fscd.2022.13

Parametrized quantum policies for reinforcement learning

Autores: Jerbi, Sofiene; Gyurik, Casper; Marshall, Simon C.; Briegel, Hans J.; Dunjko, Vedran
Publicado en: NeurIPS (Thirty-fifth Conference on Neural Information Processing Systems), Edición 3, 2021
Editor: NIPS

Tabu-Driven Quantum Neighborhood Samplers

Autores: Charles Moussa, Hao Wang, Henri Calandra, Thomas Bäck, Vedran Dunjko
Publicado en: Evolutionary Computation in Combinatorial Optimization - 21st European Conference, EvoCOP 2021, Held as Part of EvoStar 2021, Virtual Event, April 7–9, 2021, Proceedings, Edición 12692, 2021, Página(s) 100-119, ISBN 978-3-030-72903-5
Editor: Springer International Publishing
DOI: 10.1007/978-3-030-72904-2_7

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