cuticle 发表于 2025-3-23 11:35:07
Discrete Truncated Wigner Approximationhe Wigner function, a (quasi-)probability distribution in phase space underlying the initial quantum state. This ansatz is called the truncated Wigner approximation and it can be adapted for spin-1/2 systems providing the discrete truncated Wigner approximation. In comparison to mean-field approxima平庸的人或物 发表于 2025-3-23 14:05:57
RBM-Based Wave Function Parametrizationuantum Monte Carlo methods to approximately simulate the same quenches in the transverse-field Ising model. Those methods are based on sampling states from a probability distribution underlying the Hilbert space to approximately evaluate expectation values of quantum operators. The task is then to ePAEAN 发表于 2025-3-23 19:20:05
Deep Neural Networks and Phase Reweightingether other computing devices going beyond the von-Neumann architecture are more suitable for these tasks. One such device is the neuromorphic hardware present in the BrainScaleS group at Heidelberg University, which we introduced in Sect. .. This hardware can efficiently produce samples from BoltzmDisk199 发表于 2025-3-23 22:41:31
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Conclusions, where general efficient simulation techniques are still missing. We have considered the discrete truncated Wigner approximation (dTWA) as a semi-classical phase-space method[.,.,.], as well as an approach based on quantum Monte Carlo techniques. The latter uses a parametrization of quantum stateEWE 发表于 2025-3-24 09:05:41
2190-5053and artificial neural networks.Deep discussions of simulati.Quantum systems with many degrees of freedom are inherently difficult to describe and simulate quantitatively. The space of possible states is, in general, exponentially large in the number of degrees of freedom such as the number of partiarbiter 发表于 2025-3-24 13:09:52
RBM-Based Wave Function Parametrization approach using a restricted Boltzmann machine to parametrize quantum state vectors and apply Monte Carlo sampling of those states has been introduced in[.], where representations of ground states and dynamics are found via a variational ansatz.inundate 发表于 2025-3-24 16:11:35
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Book 2020neral, exponentially large in the number of degrees of freedom such as the number of particles it contains. Standard digital high-performance computing is generally too weak to capture all the necessary details, such that alternative quantum simulation devices have been proposed as a solution. Artif