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Publications by D. Crevillén-García
Surrogate Modelling for the Prediction of Spatial Fields Based on Simultaneous Dimensionality Reduction of High-Dimensional Input/Output Spaces
Royal Society Open Science
Multidisciplinary
Uncertainty Quantification for Flow and Transport in Highly Heterogeneous Porous Media Based on Simultaneous Stochastic Model Dimensionality Reduction
Transport in Porous Media
Catalysis
Chemical Engineering
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Towards Simultaneous Reduction of Both Input and Output Spaces for Interactive Simulation-Based Structural Design
Computer Methods in Applied Mechanics and Engineering
Mechanics of Materials
Mechanical Engineering
Computer Science Applications
Computational Mechanics
Astronomy
Physics
FastMap in Dimensionality Reduction: Ensemble Clustering of High Dimensional Data
International Journal of Data Science
Novel Input-Output Prediction Approach for Biomass Pyrolysis
Journal of Cleaner Production
Industrial
Environmental Science
Renewable Energy
Manufacturing Engineering
Strategy
Sustainability
Management
the Environment
On the Dimensionality Reduction for Sparse Representation Based Face Recognition
Dimensionality Reduction for Supervised Learning With Reproducing Kernel Hilbert Spaces
Prediction-Based Control of LTI Systems With Input and Output Time-Varying Delays
Systems and Control Letters
Control
Systems Engineering
Mechanical Engineering
Electronic Engineering
Electrical
Computer Science
Spatial Regularization of Functional Connectivity Using High-Dimensional Markov Random Fields
Lecture Notes in Computer Science
Computer Science
Theoretical Computer Science
Adaptive Sampling for Nonlinear Dimensionality Reduction Based on Manifold Learning
Modeling, Simulation and Applications
Computational Mathematics
Applied Mathematics
Simulation
Modeling
