Rubén Laplaza

Hydrosoluble Betaine-Stabilized CuRu Bimetallic Nanoparticles for the Aqueous Semi-Hydrogenation of Alkynols

Abstract The selective semi-hydrogenation of alkynols to alkenols is an important catalytic transformation, since they serve as intermediates in the production of fine chemicals, including vitamins, pharmaceuticals, agrochemicals, fragrances, and flavors. In this work, we have sy...

Feature Selection in Multivariate Linear Regression Models for Data-Efficient Reaction Optimization

Abstract We introduce NaviCat ReaFS (reaction feature selection), a framework for testing and supporting multivariate linear regression models for reaction optimization in small, heterogeneous datasets, where overfitting risk is high and additional experiments are costly. ReaFS c...