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Research on Dimension Reduction Method for Combustion ...


application to laboratory atmospheric organic oxidation experiments

... methods agree in their identification of major groups of compounds. The output of these dimensionality-reduction techniques can be used to ...

A Novel Control Method Combining Multi-Level Dimension ...

Abstract: Octane number is an important indicator reflecting the combustion performance of gasoline. To accomplish octane number modeling and its control ...

When should dimensional-reduction be used? - Cross Validated

speed up learning (many features lead to longer computations) and compress data (many features take a lot of disk/memory space). In this view, ...

The invariant constrained equilibrium edge preimage curve method ...

... research, several different methods have been ... The invariant constrained equilibrium edge preimage curve method for the dimension reduction of chemical ...

Learning physics-based reduced-order models for a single-injector ...

1) We obtain high-dimensional simulation snapshot data for a spatially two-dimensional combustion process from ... study of high-frequency combustion instability ...

A Greedy Algorithm for Species Selection in Dimension Reduction of ...

Computational calculations of combustion problems involving large numbers of species and reactions with a detailed description of the ...

Homogenization and dimension reduction of filtration combustion in ...

and dimension reduction limit is a relevant research topic related to the rigorous derivation of plate theories, but also away from the ...

Enabling Efficient Uncertainty Quantification of Turbulent ...

Various surrogate model and dimension reduction techniques have previously been applied in order to reduce the cost of forward uncertainty propagation in ...

Page 2 – Research - Sandia National Laboratories

The strategy is based on a deterministic analysis and reduction method which employs computational singular perturbation analysis to generate simplified ...

Investigation of the interaction of the MILD regime with HiTAC and ...

Moderate or intense low-oxygen dilution combustion is vital for reducing emissions. Recent advancements have introduced regime diagrams for various reactant ...

Environmental Science & Technology Journal - ACS Publications

It aims to provide a forum for high quality research covering the multiple dimensions of anthropogenic pressures on the ocean, and the ocean potential ...

IFPRI: Home

The International Food Policy Research Institute (IFPRI) was founded in 1975 to improve the understanding of national agricultural and food policies to ...

Health benefits of reduced deforestation in the Brazilian Amazon

This study demonstrates that conservation initiatives can provide sizable public health benefits if associated with a reduction in human-induced ...

Rubbery organic frameworks (ROFs) toward ultrapermeable CO 2

... combustion of fossil fuels, steel and cement industries, refineries, and transportation (1). An efficient strategy for the reduction of the ...

Climate Reports - the United Nations

The panel finds that Solar Radiation Modification is not yet ready for large-scale deployment to cool the Earth. Rapid reduction in greenhouse gas emissions ...

SpaceX Raptor - Wikipedia

Raptor 2's main combustion chamber uses an undisclosed ignition method that ... reduction in thrust. The reduction in thrust also allows for the.

Oxytocin: The Unexpected Neuroprotective Molecule Targeting ...

Early Evidence from Preclinical Studies of Oxytocin's Neuroprotective Properties. The exploration of oxytocin's role in the brain has opened a new dimension ...

The childfree: a neglected population? - British Psychological Society

... research methods class. She was intrigued by the number of students who said they would not have children, and she realised the childfree ...

Creating a just social order: The role of gender equity in climate action

The Sendai Framework for Disaster Risk Reduction 2015 ... A study in Nature Sustainability found that replacing wood and charcoal-burning ...

Comparative study of unsupervised dimension reduction techniques ...

In two and three target dimensions, PCA results in worse scores than most nonlinear methods. DM performs the worst for more than two dimensions.