Introduction to Reduced Space
Sentence Examples
Discover more insights into Reduced Space
Keywords frequently search together with Reduced Space
Narrow sentence examples with built-in keyword filters
Reduced Space sentence examples within Dimensionally Reduced Space
We present a direct manipulation technique that allows material scientists to interactively highlight relevant parameterized simulation instances located in dimensionally reduced spaces, enabling a user-defined understanding of a continuous parameter space.
Full Text
Overall, a dimensionally reduced space does not significantly affect the prediction performance of the SDP models.
Full Text
Reduced Space sentence examples within reduced space harmonic
Reduced Space sentence examples within reduced space requirement
This is especially applicable for urban areas and bottlenecks, since the compact design of the high-temperature superconductor cables (HTS cables) and the reduced space requirement leads to a significant reduction in the civil engineering expenditure and to a reduction in installation costs.
Full Text
The d-MTMDs are also convenient to install owing to the reduced space requirements, being placed at various floors.
Full Text
Learn more from Reduced Space
Rather than estimating the full quadratic discriminant rule, we propose to perform simultaneous variable selection and linear dimension reduction on the original data, with the subsequent application of quadratic discriminant analysis on the reduced space.
Full Text
The method for full conformational analysis includes Cartesian coordinates sampling through quantum chemical molecular dynamics simulations, reduction of dimensionality by principal component analysis, determination of probability distributions in a reduced space of Cartesian coordinates and search for all the strict extrema points in probability distribution functions.
Full Text
Adequate prediction results were achieved in a reduced space of characteristics.
Full Text
The second method uses the popular IsoMap nonlinear dimensionality reduction algorithm, and assigns an outlier score by comparing the geodesic distances with the distances in the reduced space.
Full Text
Then QPSO is applied to fetch the optimal features set over the reduced space that contains the best vectors only.
Full Text
In this work, we design a custom deep autoencoder network to discover a coordinate transformation into a reduced space where the dynamics may be sparsely represented.
Full Text
Afterwards, we derive efficiently computable and rigorous a posteriori error bounds for various quantities of interest which is a tool to generate the reduced space.
Full Text
The proposed method is based on relaxations of algorithms using McCormick relaxations in a reduced space (Mitsos et al.
Full Text
Our formulation is devised in a non-intrusive manner with an equation-free evolution of dynamics in a reduced space with the latter being obtained through a proper orthogonal decomposition.
Full Text
The reduced space group symmetry of the crystal allows for several channels for spin-operator bilinears to couple to the electric field.
Full Text
In order to retrieve accuracy, we first project every such coarse solution into the reduced space, and then further improve them via a rectification technique.
Full Text
The reduced space harmonic balance method is demonstrated to find the maximum vibration responses of rotor systems.
Full Text
Successful collaboration and interaction between component systems in (increasingly) reduced spaces is contingent to precise and accurate perception, interpretation and management of various spatial representations of self and teaming systems.
Full Text
Conclusions A marked retardation of displacement was demonstrated for all IRL within the immature fovea of preterms with decreased areal and volume magnification and reduced space available for synaptic communication coupled to the degree of immaturity.
Full Text
We found that the SCCA provides reasonable correlation scores in the reduced space, enables interpretability, and also provides the best classification performance among the three methods.
Full Text
Biological samples are a complex and heterogeneous matrix where different macromolecules with different physicochemical parameters cohabit in reduced spaces.
Full Text
The main drawback is that machine tools generally offer reduced spaces for the actuator location close to the cutting point and, hence, a reduced volume design is required for this external device.
Full Text
Furthermore a set of hyper-surface functions associated with each POD basis function is constructed for representing the fluid dynamics over the reduced space.
Full Text
In this research, a heuristic optimisation paradigm Reduced Space Searching Algorithm, combined with soft-computing-based modelling and data analysis techniques, is employed to solve the problem.
Full Text
Existing methods rely on either the probabilistic distribution of training data or the discriminant power of the reduced space, disregarding the impact of repeatability and uncertainty in features.
Full Text
In aquatic systems, increasing density of aquatic vegetation creates more habitat structural complexity for fishes, but only up to a certain threshold, beyond which fish abundance and diversity are restricted by reduced space.
Full Text
In the second approach, we derive an inf-sup stable velocity-pressure reduced-order model by enriching the velocity reduced space with supremizers computed on a velocity reference space.
Full Text
However, because these monitoring methods use Hotelling’s T 2 statistics in the reduced space, a normality assumption underlies the construction of these tools.
Full Text
An enterprise that has implemented virtualization can consolidate multiple servers into fewer host servers and get the benefits of reduced space, power, and administrative requirements.
Full Text
Besides, an explicit nonlinear mapping relationship from data to the reduced space can be obtained as the regression of a nonlinear function.
Full Text
A Rayleigh-Ritz approach, based on a suitable number of modal shapes of the uniform shear-torsional beam models, allows to discretize the analysis and to evaluate the response in the generalized reduced space.
Full Text
Results The characteristics of the dimensionality reduction methods are observed on the nine groups of three different tissues in the reduced space with dimensionality of two, three, and four.
Full Text
By making use of symmetries and suitable first integrals of the system, we explicitly define a global 2-form for which the gauge transformed nonholonomic bracket gives rise to a new bracket on the reduced space codifying the nonholonomic dynamics and carrying an almost symplectic foliation (determined by the common level sets of the first integrals).
Full Text
Biological samples are a complex and heterogeneous matrix where different macromolecules with different physicochemical parameters cohabit in reduced spaces.
Full Text
We provide a data‐driven approach to generating nonlinear reduced spaces for deformation dynamics.
Full Text
We present a direct manipulation technique that allows material scientists to interactively highlight relevant parameterized simulation instances located in dimensionally reduced spaces, enabling a user-defined understanding of a continuous parameter space.
Full Text
This paper combines the nonnegativity and graph constraints to find the original geometrical information intrinsic to high dimensional data, keeping it in a dimensionality reduced space.
Full Text
Specifically, we combine symplectic reduction by stages with a dual pair associated with the reduction by rotations to show that the -reduced space with non-zero angular impulse is a coadjoint orbit.
Full Text
For the iterative diagonalization, pairs of Hermitian and anti-Hermitian trial vectors are used which facilitate, on the one hand, an efficient solution of the pair-structured generalized eigenvalue problem in the reduced space, and on the other hand, make the full multiconfigurational random phase approximation as efficient as the corresponding Tamm-Dancoff approximation.
Full Text
This is especially applicable for urban areas and bottlenecks, since the compact design of the high-temperature superconductor cables (HTS cables) and the reduced space requirement leads to a significant reduction in the civil engineering expenditure and to a reduction in installation costs.
Full Text
This model defines a Poisson flow endowed with invariants defining a S M 2 × S M 2 reduced space.
Full Text
The adjoint of the tangent linear model is replaced by the adjoint of linear reduced model and the minimization problem is then solved in the reduced space at very low computational cost.
Full Text
These methods transform the time series from the original space into a reduced space, where they can be managed more efficiently.
Full Text
Our algorithm consists of two steps: in the first step we decompose the output label space into lower dimensions using simple matrix factorization method; subsequently we employ feature selection process in the decoupled reduced space.
Full Text
We see that the presented algorithm provides a significant improvement in tightness and decrease in computational time, especially in the case studies using the reduced space formulation presented in (Bongartz and Mitsos in J Glob Optim 69:761–796, 2017).
Full Text
Model reduction be used to approach the solution of the problem in a reduced space dimension.
Full Text
As a regression model of the RB method for unsteady flows, the neural network approximates the map between the time/parameter value and the projection coefficients of the high-fidelity solution onto the reduced space.
Full Text
In the current signal reconstruction, the introduced PLL topology has the advantage of reduced space harmonics.
Full Text
The proposed configuration aids in capturing more data in a reduced space as well as tunable frequency operation.
Full Text
The intermediate reduced spaces obtained by left or right reduction are shown to be coadjoint orbits of the special Euclidean group $SE(4)$.
Full Text
We show that the reduced space for this Hamiltonian action for 3 vortices is generically a 2-sphere, and proceed to describe the reduced dynamics under simple hypotheses on the type of Hamiltonian interaction.
Full Text
This relies upon applying Seiberg-Witten theory to the resolution of symplectic $4$-orbifolds occurring as the reduced spaces of $M$.
Full Text
The d-MTMDs are also convenient to install owing to the reduced space requirements, being placed at various floors.
Full Text
These reduced spaces are chosen based on the independent mode displaced harmonic oscillator model.
Full Text
Case Report: Male patient, 13 years old, Angle Class I in the mixed dentition stage, with the tooth 21 impacted and reduced space for its eruption due to the migration of adjacent teeth.
Full Text
Therefore, the exact linear eigensolution is employed to formulate a nonlinearly coupled two-degrees-of-freedom model, defined in the reduced space of the modal amplitudes corresponding to a global and a local mode.
Full Text
For radar detection of range-spread targets with unknown Doppler shift, we derive a detector, called the maximization in the reduced space (MRS) detector, based on simplification of the generalized likelihood ratio test.
Full Text
Our proposed algorithms works by combining Principal Component Analysis (PCA) with Random Projection (RP) to project the data into feature space, then performs K-means clustering on that reduced space (feature space).
Full Text
By constructing a bias potential in this reduced space, one is then able to sample efficiently and reconstruct the free energy landscape.
Full Text
Patients usually come to a health care provider with nonspecific complaints and with symptoms such as pain in the ankles, swelling and reduced space for movement.
Full Text
Overall, a dimensionally reduced space does not significantly affect the prediction performance of the SDP models.
Full Text
In this study, a completely different reduced space method based on Learning Vector Quantization is suggested for positioning analysis.
Full Text
Experimental results confirm that the PLS method is faster than Nauty, and has reduced space requirements.
Full Text
Finally, a support vector machine (SVM) is deployed to develop an objective classifier in the reduced space.
Full Text
In this study, a minimum spanning tree based reduced space FJP algorithm is proposed.
Full Text
The PCA model built from historical measurements of 12 selected process variables, mapped to the reduced space of three Principal Components (PC) of the highest magnitude, was used to establish the confidence ellipsoid, i.
Full Text
Gas Insulated Substations (GIS) offer significant advantages over conventional Air Insulated Substations (AIS) on account of reduced space and operational efficiency.
Full Text
These methods transform the time series from the original space into a reduced space, where they can be managed more efficiently.
Full Text
Employing the generalized likelihood ratio test and semidefinite programming (SDP), we derive two detectors, called the SDP and maximization in the reduced space (MRS) detectors for range-spread targets with unknown Doppler shift.
Full Text
In the formations the principles of the educational sport, criteria for choosing a good game, variations and activities for reduced spaces were approached.
Full Text
The second-level reduction then solves the complex, nonlinear eigenmode solutions in the tier-one reduced space about a fixed temperature to further reduce the equations-of-motion.
Full Text
Our solver is based on a globalized, preconditioned, inexact reduced space Gauss--Newton--Krylov scheme.
Full Text
Moreover, the whole optimization algorithm is carried out alternately in the global space and a reduced space.
Full Text