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Editorial: special edition on probabilistic numerics
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Open AccessOptical properties of femtosecond laser-treated diamond
A laser-induced periodic surface structure (LIPSS) has been fabricated on polycrystalline diamond by an ultrashort Ti:Sapphire pulsed laser source (λ = 800 nm, P = 3 mJ, 100 fs) in a high vacuum chamber (<10−7 mb...
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A comparative evaluation of stochastic-based inference methods for Gaussian process models
Gaussian Process (GP) models are extensively used in data analysis given their flexible modeling capabilities and interpretability. The fully Bayesian treatment of GP models is analytically intractable, and th...
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Open AccessRetrospective assessment of inguinal hernia repair in elderly outpatients
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Accurate prediction of BRCA1 and BRCA2 heterozygous genotypes using expression profiling of lymphocytes after irradiation-induced DNA damage