2 papers
stat.AP2019
Modeling long-term capacity degradation of lithium-ion batteries
Marcus Johnen, Simon Pitzen, Udo Kamps +2
Capacity degradation of lithium-ion batteries under long-term cyclic aging is modelled via a flexible sigmoidal-type regression set-up, where the regression parameters can be inter…
stat.CO2019
High-dimensional variable selection via low-dimensional adaptive learning
Christian Staerk, Maria Kateri, Ioannis Ntzoufras
A stochastic search method, the so-called Adaptive Subspace (AdaSub) method, is proposed for variable selection in high-dimensional linear regression models. The method aims at fin…