no code implementations • 25 Jul 2021 • Chongcan Li, Yong Cong, Weihua Deng
We preprocess the raw NMR spectrum and extract key characteristic features by using two different methodologies, called equidistant sampling and peak sampling for subsequent substructure pattern recognition; meanwhile may provide the alternative strategy to address the imbalance issue of the NMR dataset frequently encountered in dataset collection of statistical modeling and establish two conventional SVM and KNN models to assess the capability of two feature selection, respectively.
no code implementations • 27 Jan 2021 • Jing Sun, Weihua Deng, Daxin Nie
Based on this splitting, we respectively discretize the one- and two-dimensional integral fractional Laplacian with the inhomogeneous Dirichlet boundary condition and give the corresponding truncation errors with the help of the interpolation estimate.
Numerical Analysis Numerical Analysis