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Stochastic Generalized Active Space Self-Consistent Field: Theory and Application



Stochastic Generalized Active Space Self-Consistent Field: Theory and Application


Active Subspace sentence examples within active subspace method



From regional sensitivity to intra-sensitivity for parametric analysis of free-form shapes: Application to ship design



Active Subspace Variation and Modeling Uncertainty in a Supersonic Flame Simulation


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10.33774/chemrxiv-2021-lk7rg-v2

Stochastic Generalized Active Space Self-Consistent Field: Theory and Application



A supervised learning approach involving active subspaces for an efficient genetic algorithm in high-dimensional optimization problems


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10.1615/int.j.uncertaintyquantification.2021035621

A Fully Bayesian Gradient-Free Supervised Dimension Reduction Method using Gaussian Processes



Hull shape design optimization with parameter space and model reductions, and self-learning mesh morphing


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10.1016/J.AEI.2021.101314

From regional sensitivity to intra-sensitivity for parametric analysis of free-form shapes: Application to ship design


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10.1016/j.simpa.2021.100133

ATHENA: Advanced Techniques for High Dimensional Parameter Spaces to Enhance Numerical Analysis


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10.1109/ICC42927.2021.9500533

Optimizing Unlicensed Band Spectrum Sharing With Subspace-Based Pareto Tracing



Active Subspace Variation and Modeling Uncertainty in a Supersonic Flame Simulation


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10.1109/TWC.2021.3058775

Opportunistic Sensing Using mmWave Communication Signals: A Subspace Approach


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10.1007/s10596-021-10085-8

Structure exploiting methods for fast uncertainty quantification in multiphase flow through heterogeneous media


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10.1016/J.COMBUSTFLAME.2020.12.053

Uncertainty analysis in mechanism reduction via active subspace and transition state analyses


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10.33774/chemrxiv-2021-lk7rg

Stochastic Generalized Active Space Self-Consistent Field: Theory and Application


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10.1016/J.FUEL.2021.120494

Fuel octane number prediction based on topological indices and active subspace method


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10.1109/CVPRW53098.2021.00404

Class-Incremental Experience Replay for Continual Learning under Concept Drift


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10.1016/J.MATDES.2021.110001

Adaptive active subspace-based efficient multifidelity materials design


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10.1016/j.strusafe.2020.102026

Active learning and active subspace enhancement for PDEM-based high-dimensional reliability analysis


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10.1016/J.COMBUSTFLAME.2021.111501

Dimensionality reduction for surrogate model construction for global sensitivity analysis: Comparison between active subspace and local sensitivity analysis


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10.1080/13647830.2021.1915500

Exploring active subspace for neural network prediction of oscillating combustion


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10.1109/TPWRS.2021.3078671

Parameter Reduction of Composite Load Model Using Active Subspace Method


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10.1016/j.engappai.2020.104089

Causal artificial neural network and its applications in engineering design



A Lipschitz Matrix for Parameter Reduction in Computational Science


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10.1103/PhysRevA.101.042327

Subspace Stabilization Analysis for Non-Markovian Open Quantum Systems


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10.1016/J.IJHEATMASSTRANSFER.2018.11.171

Discovering the active subspace for efficient UQ of molecular dynamics simulations of phonon transport in silicon



Supporting Multi-point Fan Design with Dimension Reduction


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10.1007/S00158-019-02286-8

Uncertainty-based design optimization approach based on cumulative distribution matching


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10.1021/acs.jctc.8b01009

Multiconfigurational Self-Consistent Field Theory with Density Matrix Embedding: The Localized Active Space Self-Consistent Field Method.



Modified Active Subspaces Using the Average of Gradients


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10.5194/HESS-23-3787-2019

Global sensitivity analysis and adaptive stochastic sampling of a subsurface-flow model using active subspaces


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10.1186/s13638-019-1429-x

Cross-pose face recognition by integrating regression iteration and interactive subspace


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10.1109/SPAWC.2019.8815484

Distributed Feedback-Aided Subspace Concurrent Opportunistic Communications


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10.1016/j.microrel.2019.113477

Reliability analysis and design of a single diode solar cell model using polynomial chaos and active subspace


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10.1007/s10444-019-09701-0

Kolmogorov n-widths for linear dynamical systems


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10.1016/J.PROCI.2018.06.206

Quantifying kinetic uncertainty in turbulent combustion simulations using active subspaces


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10.1109/LCSYS.2019.2912927

Filter-Based Feedback Control for a Class of Markovian Open Quantum Systems


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10.1016/J.JOCS.2019.03.004

Machine learning for high-dimensional dynamic stochastic economies



Dimension Reduction via Gaussian Ridge Functions


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10.1007/S00158-018-2073-5

Surrogate-based aerodynamic shape optimization with the active subspace method



Global sensitivity analysis and adaptive stochastic sampling of a subsurface-flow model using active subspaces



Self-Justified Equilibria: Existence and Computation


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10.1016/J.FUEL.2019.03.092

Cetane number prediction for hydrocarbons from molecular structural descriptors based on active subspace methodology



Bayesian calibration and sensitivity analysis for a karst aquifer model using active subspaces


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10.1016/J.CRME.2019.11.012

A non-intrusive approach for the reconstruction of POD modal coefficients through active subspaces


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10.1109/sa47457.2019.8938029

Sparse modeling and optimization tools for energy efficient and reliable IoT


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10.1016/j.cma.2020.113383

Embedded Ridge Approximations.



Deep active subspaces -- a scalable method for high-dimensional uncertainty propagation


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10.1016/j.crme.2019.11.012

A non-intrusive approach for proper orthogonal decomposition modal coefficients reconstruction through active subspaces


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10.1021/acs.jpclett.9b02417

Orbital Entanglement Analysis of Exchange-Coupled Systems.


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10.1007/978-3-319-77767-2_25

Application of UQ to Combustor Design



Gradient-Free Construction of Active Subspaces for Dimension Reduction in Complex Models with Applications to Neutronics



Generalized bounds for active subspaces


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