metadata.json

{
    "title": "g-sim: Lie-algebraic classical simulations for variational quantum computing",
    "authors": [
        {
            "username": "Qottmann"
        }
    ],
    "executable_stable": true,
    "executable_latest": true,
    "dateOfPublication": "2024-06-07T00:00:00+00:00",
    "dateOfLastModification": "2026-04-17T15:48:14+00:00",
    "categories": [
        "Quantum Computing",
        "Getting Started"
    ],
    "tags": [],
    "previewImages": [
        {
            "type": "thumbnail",
            "uri": "/_static/demonstration_assets/liesim/thumbnail_gsim.png"
        },
        {
            "type": "large_thumbnail",
            "uri": "/_static/demo_thumbnails/large_demo_thumbnails/thumbnail_large_gsim.png"
        }
    ],
    "seoDescription": "A differentiable implementation of g-sim in PennyLane",
    "doi": "",
    "references": [
        {
            "id": "Wiersema",
            "type": "preprint",
            "title": "Classification of dynamical Lie algebras for translation-invariant 2-local spin systems in one dimension",
            "authors": "Roeland Wiersema, Efekan Kökcü, Alexander F. Kemper, Bojko N. Bakalov",
            "year": "2023",
            "publisher": "",
            "journal": "",
            "doi": "10.48550/arXiv.2309.05690",
            "url": "https://arxiv.org/abs/2309.05690"
        },
        {
            "id": "Fontana",
            "type": "article",
            "title": "The Adjoint Is All You Need: Characterizing Barren Plateaus in Quantum Ansätze",
            "authors": "Enrico Fontana, Dylan Herman, Shouvanik Chakrabarti, Niraj Kumar, Romina Yalovetzky, Jamie Heredge, Shree Hari Sureshbabu, Marco Pistoia",
            "year": "2023",
            "publisher": "",
            "journal": "",
            "doi": "10.48550/arXiv.2309.07902",
            "url": "https://arxiv.org/abs/2309.07902"
        },
        {
            "id": "Ragone",
            "type": "preprint",
            "title": "A Unified Theory of Barren Plateaus for Deep Parametrized Quantum Circuits",
            "authors": "Michael Ragone, Bojko N. Bakalov, Frédéric Sauvage, Alexander F. Kemper, Carlos Ortiz Marrero, Martin Larocca, M. Cerezo",
            "year": "2023",
            "publisher": "",
            "journal": "",
            "doi": "10.48550/arXiv.2309.09342",
            "url": "https://arxiv.org/abs/2309.09342"
        },
        {
            "id": "Goh",
            "type": "preprint",
            "title": "Lie-algebraic classical simulations for variational quantum computing",
            "authors": "Matthew L. Goh, Martin Larocca, Lukasz Cincio, M. Cerezo, Frédéric Sauvage",
            "year": "2023",
            "publisher": "",
            "journal": "",
            "doi": "10.48550/arXiv.2308.01432",
            "url": "https://arxiv.org/abs/2308.01432"
        },
        {
            "id": "Somma",
            "type": "preprint",
            "title": "Quantum Computation, Complexity, and Many-Body Physics",
            "authors": "Rolando D. Somma",
            "year": "2005",
            "publisher": "",
            "journal": "",
            "doi": "10.48550/arXiv.quant-ph/0512209",
            "url": "https://arxiv.org/abs/quant-ph/0512209"
        },
        {
            "id": "Somma2",
            "type": "preprint",
            "title": "Efficient solvability of Hamiltonians and limits on the power of some quantum computational models",
            "authors": "Rolando Somma, Howard Barnum, Gerardo Ortiz, Emanuel Knill",
            "year": "2006",
            "publisher": "",
            "journal": "",
            "doi": "10.48550/arXiv.quant-ph/0601030",
            "url": "https://arxiv.org/abs/quant-ph/0601030"
        },
        {
            "id": "Galitski",
            "type": "preprint",
            "title": "Quantum-to-Classical Correspondence and Hubbard-Stratonovich Dynamical Systems, a Lie-Algebraic Approach",
            "authors": "Victor Galitski",
            "year": "2010",
            "publisher": "",
            "journal": "",
            "doi": "10.48550/arXiv.1012.2873",
            "url": "https://arxiv.org/abs/1012.2873"
        },
        {
            "id": "Cerezo",
            "type": "preprint",
            "title": "Does provable absence of barren plateaus imply classical simulability? Or, why we need to rethink variational quantum computing",
            "authors": "M. Cerezo, Martin Larocca, Diego García-Martín, N. L. Diaz, Paolo Braccia, Enrico Fontana, Manuel S. Rudolph, Pablo Bermejo, Aroosa Ijaz, Supanut Thanasilp, Eric R. Anschuetz, Zoë Holmes",
            "year": "2023",
            "publisher": "",
            "journal": "",
            "doi": "10.48550/arXiv.2312.09121",
            "url": "https://arxiv.org/abs/2312.09121"
        },
        {
            "id": "Mazzola",
            "type": "preprint",
            "title": "Quantum computing for chemistry and physics applications from a Monte Carlo perspective",
            "authors": "Guglielmo Mazzola",
            "year": "2023",
            "publisher": "",
            "journal": "",
            "doi": "10.48550/arXiv.2308.07964",
            "url": "https://arxiv.org/abs/2308.07964"
        },
        {
            "id": "Park",
            "type": "preprint",
            "title": "Hardware-efficient ansatz without barren plateaus in any depth",
            "authors": "Chae-Yeun Park, Minhyeok Kang, Joonsuk Huh",
            "year": "2024",
            "publisher": "",
            "journal": "",
            "doi": "10.48550/arXiv.2403.04844",
            "url": "https://arxiv.org/abs/2403.04844"
        }
    ],
    "basedOnPapers": [
        "10.48550/arXiv.2308.01432"
    ],
    "referencedByPapers": [],
    "relatedContent": [
        {
            "type": "demonstration",
            "id": "tutorial_liealgebra",
            "weight": 1.0
        },
        {
            "type": "demonstration",
            "id": "tutorial_barren_plateaus",
            "weight": 1.0
        },
        {
            "type": "demonstration",
            "id": "tutorial_How_to_optimize_QML_model_using_JAX_and_Optax",
            "weight": 1.0
        },
        {
            "type": "demonstration",
            "id": "tutorial_liesim_extension",
            "weight": 1.0
        }
    ]
}