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<td title="本次教程将从基本的高性能计算要点出发,介绍一些业界典型的落地实践方案,同时也将介绍一些与 AI 有关的性能优化工作。推荐有一定编程经验的同学参加。">新手教程: 高性能计算导引及其在 AI 中的应用, <strong>陈久宁</strong>, 苏州同元软控技术有限公司</td>
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<td>9:00PM-10:00PM</td>
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<td>9:00PM-9:40PM</td>
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<td title="">Symbolic-numerics. New methods we have that do better than traditional numerical solvers, <strong>Chris Rackauckas</strong>, ResearchAffiliate (Co-PI of the Julia Lab),MIT (在线)</td>
<td title="Quantum nonlocality describes a stronger form of quantum correlation than that of entanglement. It refutes Einstein's belief of local realism and is among the most distinctive and enigmatic features of quantum mechanics. It is a crucial resource for achieving quantum advantages in a variety of practical applications, ranging from cryptography and certified random number generation via self-testing to machine learning. Nevertheless, the detection of nonlocality, especially in quantum many-body systems, is notoriously challenging. Here, we report an experimental certification of genuine multipartite Bell correlations, which signal nonlocality in quantum many-body systems, up to 24 qubits with a fully programmable superconducting quantum processor. In particular, we employ energy as a Bell correlation witness and variationally decrease the energy of a many-body system across a hierarchy of thresholds, below which an increasing Bell correlation depth can be certified from experimental data. As an illustrating example, we variationally prepare the low-energy state of a two-dimensional honeycomb model with 73 qubits and certify its Bell correlations by measuring an energy that surpasses the corresponding classical bound with up to 48 standard deviations. In addition, we variationally prepare a sequence of low-energy states and certify their genuine multipartite Bell correlations up to 24 qubits via energies measured efficiently by parity oscillation and multiple quantum coherence techniques. In parallel, we present an optimization scheme to improve nonlocality certification by exploring flexible mappings between Bell inequalities and Hamiltonians corresponding to the Bell operators. We show that several Hamiltonian models can be mapped to new inequalities with improved classical bounds than the original one, enabling a more robust detection of nonlocality. From the other direction, we investigate the mapping from fixed Bell inequalities to Hamiltonians, aiming to maximize quantum violations while considering experimental imperfections. Our results establish a viable approach for preparing and certifying multipartite Bell correlations, which provide not only a finer benchmark beyond entanglement for quantum devices, but also a valuable guide towards exploiting multipartite Bell correlation in a wide spectrum of practical applications.">通过变分量子算法探测多体贝尔关联, <strong>李炜康</strong>,在读博士生,清华大学交叉信息研究院</td>
<td title="Quantum error-correcting codes (QECCs) are key techniques for overcoming noise in quantum computers. In this talk, I will introduce my work for QuantumClifford.jl: (1) The construction and evaluation of QECCs, including quantum low-density parity-check codes; (2) Decoders for these codes, including the BP-OSD decoder. The work is a project in Google Summer of Codes 2024.">QuantumClifford.jl 中的纠错码, <strong>鄢语轩</strong>,研究生,清华大学</td>
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