Fast algorithm for designing periodic/aperiodic sequences with good correlation and stopband propertiesAutocorrelationIntegrated sidelobe levelStopband propertyGradientPeriodic/aperiodic sequence designPeriodic/aperiodic sequences with low autocorrelation sidelobes are widely used in many fields, such as ...
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
The clinical efficacy and safety of a drug is determined by its molecular properties and targets in humans. However, proteome-wide evaluation of all compounds in humans, or even animal models, is challenging. In this study, we present an unsupervised pretraining deep learning framework, named Ima...
Even if absolute perfection is out of this world, moving to CSS Logical properties isa really interesting move and a good bet for the future: we write less code with these CSS Logical Props, and we reduce the amount of future work by using them, so it really goes in an exciting directio...
1)There is a good correspondence between observed data of FY-2C channels and retrieved cloud parameters,standard deviation(SD)of iterative algorithm is reasonable(0.89%);2)A comparison with MODIS cloud products shows a good coherence of cloud optical thickness and cloud particle effective radius ...
Semi-supervised Clustering Algorithm Based on Graph Contraction基于图收缩的半监督聚类算法 In order to get a good clustering performance in data set with a small number of labeled samples, a semi supervised clustering algorithm based on graph con... LAN Yuandong,DENG Huifang,CHEN Tao,... - 《...
Besides, a noticeable increase in the refractive index of the films is achieved, up to 0.35 higher compared with silicon dioxide at the near infrared spectral region. Moreover, when compared to silicon and Germanium, in the ultraviolet and visible spectral region, a substantial reduction of 3 ...
The experimental value of the lattice parameters of wurtzite GaN crystal is: a = b = 3.181 Å, c = 5.184 Å [16]. The Broyden–Flecher-Goldfarb-Shanno (BFGS) algorithm is employed to optimize models. The supercell of 2 × 2 × 1 is built and ...
I mean that the algorithm should be able to provide good generalizations even for inputs that are far from those it has seen during training. It should be able to generalize to new combinations of the underlying concepts that explain the data. Nearest-neighbor methods and related ones like ker...
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...