Finding the ground state of a quantum many-body system is a fundamental problem in quantum physics. In this work, we give a classical machine learning (ML) algorithm for predicting ground state properties with an inductive bias encoding geometric localit
We employ an iterative algorithm to retrieve the parameters of interest. As in Goodman (2004), Lee's original model is enhanced by adding a linear mixing model for approximating bottom composition, which is used to extract subpixel information in low spatial resolution satellite and airborne ...
However, accurately representing the Fermi-Hubbard ground state for large instances may be beyond the reach of near-term quantum hardware. Here we show experimentally that an efficient, low-depth variational quantum algorithm with few parameters can reproduce important qualitative features of medium-size...
= null) { Dictionary<XName, object> propertyBag = new Dictionary<XName, object>(); bool isCompressed = (encodingOption == 1); using (MemoryStream memoryStream = new MemoryStream(serializedDataProperties)) { // if the instance state is compressed using GZip algorithm if (isCompressed) { /...
The image is the size of the bounding box of the region. For pixels that the boundary of the hull passes through, regionprops uses the algorithm described by Classify Pixels That Are Partially Enclosed by ROI. 2-D only No No "Eccentricity" Eccentricity of the ellipse that has the same ...
In contrast, we treat this problem as a nonlinear system of two variables and provide some solution properties (e.g. existence, uniqueness) of the system. We also develop an iterative algorithm and a simulation based algorithm for this problem....
In this study, an ensemble RBFN method is proposed that not only allows geotechnical anisotropy to be properly incorporated, but also quantifies uncertainty in spatial interpolation. The proposed method is illustrated using numerical examples of cone penetration test (CPT) data, which involve ...
HashAlgorithm Indicates the hash algorithm used by the assembly manifest. Read-only. Hidden Specifies whether to install an assembly as a hidden file. By default, hidden files do not appear in the user's directory listings. Language Indicates the language for a localized assembly. Read-only. ...
A general algorithm is given for computing the required meta-nodes and the associated arcs. The proposed meta-graphs provide an overestimation of the possible flows between the different meta-nodes. The computation of the possible violations within the allowed dynamic policies is thus allowed. ...
An Overview of the HYSPLIT_4 Modelling System for Trajectories , Dispersion , and Deposition. Aust. Meteorol. Mag. 47, 295–308 [8] Dubovik, O., King, M.D., 2000. A flexible inversion algorithm for retrieval of aerosol optical properties from Sun and sky radiance measurements. J. ...