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Restricting the basis adaptation to a specific subdomain affords finding a locally accurate solution.
The proposed approach combines spatial domain decomposition with basis adaptation for each subdomain.
The focus will be on the physical science basis, adaptation and impacts (working groups 1 and 2), with some material drawn from mitigation (working group 3).
This paper presents, within the context of uncertainty quantification, a practical implementation using basis adaptation, and coherence motivated sampling, which under assumptions has satisfying guarantees.
The basis adaptation is used to address the curse of dimensionality by constructing an accurate low-dimensional representation of the stochastic PDE solution (probability density function and/or its leading statistical moments) in each subdomain.
Similar(55)
Whereas adaptations to natural environments have been demonstrated in ecologically relevant organisms, the genetic basis of adaptation has mainly been investigated in genetic model organisms whose adaptations to environmental variability are of minor interest.
We investigate the genetic basis of adaptation, including the evolution of phenotypic plasticity and maternal effects, the adaptive value of epigenetic modifications, niche construction, dispersal, and mechanisms of multilevel natural selection.
Occasionally, bases are changed in a way that increases the survival or reproductive success of their carrier: such mutations are the basis of adaptation by natural selection.
We used whole-genome sequencing to identify the basis of adaptation in eight replicate evolved strains, and examined genomic changes in light of other growth and physiological data.
We have particular interests in the genetic basis of adaptation and in the evolution of metabolic pathways.
Such large-scale field studies are essential to elucidate the genetic basis of adaptation in natural populations.
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