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Qibocal: an open-source framework for calibration of self-hosted quantum devices
/ Pasquale, Andrea (Milan U. ; Technol. Innovation Inst., UAE ; INFN, Milan ; INFN, Milan Bicocca) ; Pedicillo, Edoardo (Milan U. ; Technol. Innovation Inst., UAE) ; Cereijo, Juan (Technol. Innovation Inst., UAE) ; Ramos-Calderer, Sergi (Technol. Innovation Inst., UAE ; ICC, Barcelona U.) ; Candido, Alessandro (CERN) ; Palazzo, Gabriele (Technol. Innovation Inst., UAE ; Milan Bicocca U. ; Unlisted, IT) ; Carobene, Rodolfo (Milan Bicocca U. ; INFN, Milan Bicocca) ; Gobbo, Marco (Milan Bicocca U. ; INFN, Milan Bicocca) ; Efthymiou, Stavros (Technol. Innovation Inst., UAE) ; Tan, Yuanzheng Paul (Nanyang Technol. U.) et al.
Calibration of quantum devices is fundamental to successfully deploy quantum algorithms on current available quantum hardware. [...]
TIF-UNIMI-2024-16 ; CERN-TH-2024-160 ; arXiv:2410.00101.
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Qibolab: an open-source hybrid quantum operating system
/ Efthymiou, Stavros (Technol. Innovation Inst., UAE) ; Orgaz-Fuertes, Alvaro (Technol. Innovation Inst., UAE) ; Carobene, Rodolfo (Technol. Innovation Inst., UAE ; Milan Bicocca U. ; INFN, Milan Bicocca) ; Cereijo, Juan (Technol. Innovation Inst., UAE) ; Pasquale, Andrea (Technol. Innovation Inst., UAE ; Milan U. ; INFN, Milan) ; Ramos-Calderer, Sergi (Technol. Innovation Inst., UAE ; ICC, Barcelona U.) ; Bordoni, Simone (Technol. Innovation Inst., UAE ; INFN, Rome ; U. Rome La Sapienza (main)) ; Fuentes-Ruiz, David (Technol. Innovation Inst., UAE) ; Candido, Alessandro (Milan U. ; INFN, Milan ; CERN) ; Pedicillo, Edoardo (Technol. Innovation Inst., UAE ; Milan U. ; INFN, Milan) et al.
We present Qibolab, an open-source software library for quantum hardware control integrated with the Qibo quantum computing middleware framework. Qibolab provides the software layer required to automatically execute circuit-based algorithms on custom self-hosted quantum hardware platforms. [...]
arXiv:2308.06313; TIF-UNIMI-2023-14; CERN-TH-2023-142.-
2024-02-12 - 20 p.
- Published in : Quantum 8 (2024) 1247
Fulltext: 2308.06313 - PDF; document - PDF; Publication - PDF;
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Qibosoq: an open-source framework for quantum circuit RFSoC programming
/ Carobene, Rodolfo (Milan Bicocca U. ; INFN, Milan Bicocca ; Technol. Innovation Inst., UAE) ; Candido, Alessandro (Milan U. ; INFN, Milan ; CERN) ; Serrano, Javier (Technol. Innovation Inst., UAE ; Barcelona, Autonoma U.) ; Orgaz-Fuertes, Alvaro (Technol. Innovation Inst., UAE) ; Giachero, Andrea (Milan Bicocca U. ; INFN, Milan Bicocca) ; Carrazza, Stefano (Technol. Innovation Inst., UAE ; Milan U. ; INFN, Milan ; CERN)
We present Qibosoq, an open-source server-side software package designed for radio frequency system on chip (RFSoC) for executing arbitrary pulse sequences on self-hosted quantum processing units. [...]
arXiv:2310.05851 ; TIF-UNIMI-2023-18 ; CERN-TH-2023-180.
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Benchmarking machine learning models for quantum state classification
/ Pedicillo, Edoardo (Milan U. ; INFN, Milan ; Technol. Innovation Inst., UAE) ; Pasquale, Andrea (Milan U. ; INFN, Milan ; Technol. Innovation Inst., UAE) ; Carrazza, Stefano (Milan U. ; INFN, Milan ; Technol. Innovation Inst., UAE ; CERN)
Quantum computing is a growing field where the information is processed by two-levels quantum states known as qubits. Current physical realizations of qubits require a careful calibration, composed by different experiments, due to noise and decoherence phenomena. [...]
arXiv:2309.07679; TIF-UNIMI-2023-20.-
2024 - 9 p.
- Published in : EPJ Web Conf. 295 (2024) 12007
Fulltext: document - PDF; 2309.07679 - PDF;
In : 26th International Conference on Computing in High Energy & Nuclear Physics, Norfolk, Virginia, Us, 8 - 12 May 2023, pp.12007
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Quantum noise modeling through Reinforcement Learning
/ Bordoni, Simone (Rome U. ; Technol. Innovation Inst., UAE ; INFN, Rome) ; Papaluca, Andrea (Technol. Innovation Inst., UAE ; Australian Natl. U., Canberra) ; Buttarini, Piergiorgio (Rome U. ; Technol. Innovation Inst., UAE) ; Sopena, Alejandro (Technol. Innovation Inst., UAE ; Madrid, IFT) ; Giagu, Stefano (U. Rome La Sapienza (main) ; INFN, Rome) ; Carrazza, Stefano (Technol. Innovation Inst., UAE ; CERN ; Milan U. ; INFN, Milan)
In the current era of quantum computing, robust and efficient tools are essential to bridge the gap between simulations and quantum hardware execution. [...]
TIF-UNIMI-2024-9 ; arXiv:2408.01506.
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A quantum analytical Adam descent through parameter shift rule using Qibo
/ Robbiati, Matteo (Milan U. ; INFN, Milan ; CERN) ; Efthymiou, Stavros (Technol. Innovation Inst., UAE) ; Pasquale, Andrea (Milan U. ; INFN, Milan ; Technol. Innovation Inst., UAE) ; Carrazza, Stefano (Milan U. ; INFN, Milan ; CERN ; Technol. Innovation Inst., UAE)
In this proceedings we present quantum machine learning optimization experiments using stochastic gradient descent with the parameter shift rule algorithm. We first describe the gradient evaluation algorithm and its optimization procedure implemented using the Qibo framework. [...]
arXiv:2210.10787; CERN-TH-2022-168; TIF-UNIMI-2022-20.-
2022-11-13 - 6 p.
- Published in : PoS: ICHEP2022 (2022) , pp. 206
Fulltext: 2210.10787 - PDF; document - PDF;
In : 41st International Conference on High Energy Physics (ICHEP 2022), Bologna, Italy, 6 - 13 Jul 2022, pp.206
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An open-source framework for quantum hardware control
/ Pedicillo, Edoardo (Technol. Innovation Inst., UAE ; Milan U.) ; Candido, Alessandro (CERN) ; Efthymiou, Stavros (Technol. Innovation Inst., UAE) ; Sargsyan, Hayk (Technol. Innovation Inst., UAE) ; Tan, Yuanzheng Paul (Nanyang Technol. U.) ; Cereijo, Juan (Technol. Innovation Inst., UAE) ; Khoo, Jun Yong (A-STAR, Singapore) ; Pasquale, Andrea (Technol. Innovation Inst., UAE ; Milan U.) ; Robbiati, Matteo (Milan U. ; CERN) ; Carrazza, Stefano (Technol. Innovation Inst., UAE ; Milan U. ; CERN)
The development of quantum computers needs reliable quantum hardware and tailored software for controlling electronics specific to various quantum platforms. [...]
TIF-UNIMI-2024-10 CERN-TH-2024-126 ; CERN-TH-2024-126 ; arXiv:2407.21737.
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Quantum simulation with just-in-time compilation
/ Efthymiou, Stavros (Technol. Innovation Inst., UAE) ; Lazzarin, Marco (Technol. Innovation Inst., UAE) ; Pasquale, Andrea (Technol. Innovation Inst., UAE ; Milan U. ; INFN, Milan) ; Carrazza, Stefano (Technol. Innovation Inst., UAE ; Milan U. ; INFN, Milan ; CERN)
Quantum technologies are moving towards the development of novel hardware devices based on quantum bits (qubits). In parallel to the development of quantum devices, efficient simulation tools are needed in order to design and benchmark quantum algorithms and applications before deployment on quantum hardware. [...]
arXiv:2203.08826; TIF-UNIMI-2022-4.-
2022-09-22 - 10 p.
- Published in : Quantum 6 (2022) 814
Fulltext: document - PDF; 2203.08826 - PDF;
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Double-bracket quantum algorithms for high-fidelity ground state preparation
/ Robbiati, Matteo (CERN ; Milan U.) ; Pedicillo, Edoardo (Milan U. ; Technol. Innovation Inst., UAE) ; Pasquale, Andrea (Milan U. ; Technol. Innovation Inst., UAE) ; Li, Xiaoyue (Nanyang Technol. U.) ; Wright, Andrew (LPHE, Lausanne) ; Farias, Renato M.S. (Technol. Innovation Inst., UAE ; Rio de Janeiro Federal U.) ; Giang, Khanh Uyen (Nanyang Technol. U.) ; Son, Jeongrak (Nanyang Technol. U.) ; Knörzer, Johannes (Zurich, ETH) ; Goh, Siong Thye (A-STAR, Singapore) et al.
Ground state preparation is a key area where quantum computers are expected to prove advantageous. [...]
TIF-UNIMI-2024-6 ; arXiv:2408.03987.
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