Articles with "selection regularization" as a keyword



Systematic Data-Driven Modeling of Bimetallic Catalyst Performance for the Hydrogenation of 5-Ethoxymethylfurfural with Variable Selection and Regularization

Sign Up to like & get
recommendations!
Published in 2022 at "Industrial & Engineering Chemistry Research"

DOI: 10.1021/acs.iecr.1c03995

Abstract: Catalyst development for biorefining applications involves many challenges. Mathematical modeling can be seen as an essential tool in assisting to explain catalyst performance. This paper presents studies on several machine learning (ML) methods that can… read more here.

Keywords: catalyst performance; selection regularization; variable selection; catalyst ... See more keywords