An Improved Machine Learning Model for Pure Component Property Estimation

Author:

Cao XinyuORCID,Gong Ming,Tula Anjan,Chen XiORCID,Gani RafiqulORCID,Venkatasubramanian VenkatORCID

Funder

National Natural Science Foundation of China

Publisher

Elsevier BV

Reference51 articles.

1. Group-contribution+ (GC+) based estimation of properties of pure components: improved property estimation and uncertainty analysis;Hukkerikar;Fluid Phase Equilib,2012

2. Handbook of property estimation methods for chemicals: environmental health sciences;Mackay,2000

3. Hukkerikar AS. Development of pure component property models for chemical product-process design and analysis [dissertation]. Denmark: Technical University of Denmark; 2013.

4. Hybrid data-driven and mechanistic modeling approaches for multiscale material and process design;Zhou;Engineering,2021

5. Knowledge bases for computerized physical property estimation;Joback;Fluid Phase Equilib,2001

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