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additive models @xcite provide an important family of models for semiparametric regression or classification . some reasons for the success of additive models are their increased flexibility when compared to linear or generalized linear models and their increased interpretability when compared to fully nonparametric mo... | https://huggingface.co/datasets/ccdv/arxiv-summarization |
the leptonic decays of a charged pseudoscalar meson @xmath7 are processes of the type @xmath8 , where @xmath9 , @xmath10 , or @xmath11 . because no strong interactions are present in the leptonic final state @xmath12 , such decays provide a clean way to probe the complex , strong interactions that bind the quark and an... | https://huggingface.co/datasets/ccdv/arxiv-summarization |
the transport properties of nonlinear non - equilibrium dynamical systems are far from well - understood@xcite .
consider in particular so - called ratchet systems which are asymmetric periodic potentials where an ensemble of particles experience directed transport@xcite .
the origins of the interest in this lie in... | https://huggingface.co/datasets/ccdv/arxiv-summarization |
studies of laser beams propagating through turbulent atmospheres are important for many applications such as remote sensing , tracking , and long - distance optical communications .
howerver , fully coherent laser beams are very sensitive to fluctuations of the atmospheric refractive index .
the initially coherent ... | https://huggingface.co/datasets/ccdv/arxiv-summarization |
the so - called `` nucleon spin crisis '' raised by the european muon collaboration ( emc ) measurement in 1988 is one of the most outstanding findings in the field of hadron physics @xcite,@xcite .
the renaissance of the physics of high energy deep inelastic scatterings is greatly indebted to this epoch - making fin... | https://huggingface.co/datasets/ccdv/arxiv-summarization |
let @xmath1 . let @xmath2\longrightarrow [
0,\pi_{p , q}/2]$ ] be the integral @xmath3 where @xmath4 . the @xmath0-_sine functions _
, @xmath5 , $ ] are defined to be the inverses of @xmath6 , @xmath7\ ] ] extended to @xmath8 by the rules @xmath9 which make them periodic , continuous , odd with respect to 0 and eve... | https://huggingface.co/datasets/ccdv/arxiv-summarization |
"the simulations we discuss here allowed us to obtain spectra of the shg response . \n we employed c(...TRUNCATED) | https://huggingface.co/datasets/ccdv/arxiv-summarization |
"with significant research efforts being directed to the development of neurocomputers based on the (...TRUNCATED) | https://huggingface.co/datasets/ccdv/arxiv-summarization |
"the segmentation process as a whole can be thought of as consisting of two tasks : recognition and (...TRUNCATED) | https://huggingface.co/datasets/ccdv/arxiv-summarization |
"one surprising result that has come out of the more than 200 extrasolar planet discoveries to date (...TRUNCATED) | https://huggingface.co/datasets/ccdv/arxiv-summarization |
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