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Boosting the dimensionality of frequency entanglement using a reconfigurable microring resonator
Integrated quantum frequency combs (QFCs) based on microring resonators supplies as an essential resource for expanding the Hilbert-space...
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Dimensionality of solar magnetic reconnection
Solar flares are the best examples of astrophysical magnetic reconnection in which the reconnection structure can be studied in detail. The structure...
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Dimensionality-Driven Evolution of Electronic Structure and Transport Properties in Pressure-Induced Phases of Ca2N Electride
We investigate how a change in dimensionality of interstitial electronic states in the Ca 2 N electride influences its electronic structure and...
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Modeling the quantitative effects of size, dimensionality and temperature on Young’s modulus of nanocrystals
Young’s modulus is an essential property in determining the stiffness and durability of the devices in practical engineering applications, subjected...
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Characterization of conformational heterogeneity via higher-dimensionality, proton-detected solid-state NMR
Site-specific heterogeneity of solid protein samples can be exploited as valuable information to answer biological questions ranging from...
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Less is more: dimensionality reduction as a general strategy for more precise luminescence thermometry
Thermal resolution (also referred to as temperature uncertainty) establishes the minimum discernible temperature change sensed by luminescent...
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Dimensionality Reduction and Machine Learning-Based Crash Severity Prediction Using Surrogate Safety Measures
This paper presents a mechanism for using Machine Learning (ML) methods to extract the information efficiently from the input data collected in the...
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Descriptors of dimensionality for n × n density matrices
By using the recently introduced parametrization of an n -dimensional density matrix in terms of the indices of population asymmetry and the intrinsic...
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A restorable autoencoder as a method for dimensionality reduction
In this paper, we propose a restorable autoencoder model as a non-linear method for reducing dimensionality. While non-linear methods can reduce the...
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Dimensionality Reduction for the Feature System in Classification of Hyperspectral Earth Remote Sensing Data by Use of Neural Networks
AbstractThe hyperspectral method of analyzing the Earth’s surface is very effective in solving classification problems as applied to both objects...
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648 Hilbert-space dimensionality in a biphoton frequency comb: entanglement of formation and Schmidt mode decomposition
Qudit entanglement is an indispensable resource for quantum information processing since increasing dimensionality provides a pathway to higher...
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Quantum locally linear embedding for nonlinear dimensionality reduction
Reducing the dimension of nonlinear data is crucial in data processing and visualization. The locally linear embedding algorithm (LLE) is...
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Motivation: Overcoming the Curse of Dimensionality in Sensitivity Analysis, Uncertainty Quantification, and Predictive Modeling
This chapter underscores the importance of computing accurately not only the first-order sensitivities (i.e., functional derivatives) but also the...
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Comparative study of dimensionality and superconducting parameters in YBCO–NaNbO3 nanoparticles- and nanorods-added composite sample from excess conductivity analysis
Excess conductivity and dimensional fluctuation effects on the superconducting parameters with the addition of nanoparticles (NPs) or nanorods (NRs)...
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Dimensionality Effects on the Mixed Spin-1/2 and Spin-2 Blume-Capel Model: Renormalization Group Theory
We have used the real-space Migdal-Kadanoff renormalization group technique on d -dimensional hypercubic lattice to study the mixed spin-1/2 and...
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Time-Resolved Photoluminescence of InGaAs Nanostructures Different in Quantum Dimensionality
AbstractThe time-resolved photoluminescence of quantum-confined InGaAs heterostructures grown on GaAs substrates is studied by time-correlated single...
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A Dimensionality Reduction-Based Approach to Select a Suitable Interpolator for the Map** of Solar Irradiation Across Pakistan
The selection of a suitable gridding method for the interpolation of the input dataset has always been a big challenge. In this study, principal...
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Observation of the 2D–1D crossover in strongly interacting ultracold bosons
Dimensionality plays an essential role in determining the nature and properties of a physical system. This is particularly evident in quantum...
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Two-dimensionality of metallic surface conduction in Co3Sn2S2 thin films
Two-dimensional (2D) surface of the topological materials is an attractive channel for the electrical conduction reflecting the linearly-dispersive...
