Predictive design of polymer molecular weight distributions in anionic polymerization

2020 ◽  
Vol 11 (2) ◽  
pp. 326-336 ◽  
Author(s):  
Sergii Domanskyi ◽  
Dillon T. Gentekos ◽  
Vladimir Privman ◽  
Brett P. Fors
Keyword(s):  
Molecular Weight ◽  
Anionic Polymerization ◽  
High Fidelity ◽  
Temporal Control ◽  
Polymer Molecular Weight ◽  
Chain Initiation ◽  
Molecular Weight Distributions ◽  
Weight Distributions ◽  
Predictive Design

Polymer molecular weight distributions are targeted through kinetic modeled with high fidelity based on the temporal control of chain initiation in anionic polymerizations.

scholarly journals Tuning the molecular weight distribution from atom transfer radical polymerization using deep reinforcement learning

2018 ◽  
Vol 3 (3) ◽  
pp. 496-508 ◽  
Author(s):  
Haichen Li ◽  
Christopher R. Collins ◽  
Thomas G. Ribelli ◽  
Krzysztof Matyjaszewski ◽  
Geoffrey J. Gordon ◽  
...  
Keyword(s):  
Molecular Weight ◽  
Reinforcement Learning ◽  
Atom Transfer Radical Polymerization ◽  
Radical Polymerization ◽  
Weight Distribution ◽  
In Silico ◽  
Atom Transfer ◽  
Polymer Molecular Weight ◽  
Molecular Weight Distributions ◽  
Weight Distributions

Combination of deep reinforcement learning and atom transfer radical polymerization gives precise in silico control on polymer molecular weight distributions.

A Comprehensive Platform for the Design and Synthesis of Polymer Molecular Weight Distributions

2020 ◽  
Vol 53 (20) ◽  
pp. 8867-8882
Author(s):  
Ke Liu ◽  
Nathaniel Corrigan ◽  
Almar Postma ◽  
Graeme Moad ◽  
Cyrille Boyer
Keyword(s):  
Molecular Weight ◽  
Polymer Molecular Weight ◽  
Design And Synthesis ◽  
Molecular Weight Distributions ◽  
Weight Distributions
Sign in / Sign up

Export Citation Format

Share Document