Polymer informatics with multi-task learning-Reference-Cited by-同舟云学术

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Polymer informatics with multi-task learning

Published:2021-04 Issue:4 Volume:2 Page:100238
ISSN:2666-3899
Container-title:Patterns
language:en
Short-container-title:Patterns

Author:

Kuenneth Christopher,Rajan Arunkumar Chitteth,Tran Huan,Chen Lihua,Kim Chiho,Ramprasad Rampi

Funder

Office of Naval Research Multidisciplinary University Research Initiative

Publisher

Elsevier BV

Subject

General Decision Sciences

Reference39 articles.

1. Emerging materials intelligence ecosystems propelled by machine learning;Batra;Nat. Rev. Mater.,2020

2. Machine-learning predictions of polymer properties with Polymer Genome;Doan Tran;J. Appl. Phys.,2020

3. Machine learning in materials informatics: recent applications and prospects;Ramprasad;npj Computational Materials,2017

4. Polymer Genome: A Data-Powered Polymer Informatics Platform for Property Predictions;Kim;J. Phys. Chem. C,2018

5. Machine-Learning-Based Predictive Modeling of Glass Transition Temperatures: A Case of Polyhydroxyalkanoate Homopolymers and Copolymers;Pilania;J. Chem. Inf. Model.,2019

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1. Polymer design with enhanced crystallization tendency aided by machine learning;Physica B: Condensed Matter;2024-12

2. Machine learning assisted designing of low bandgap indacenodithiophene (IDT)-based organic semi-conductors;Journal of Photochemistry and Photobiology A: Chemistry;2024-12

3. Machine learning-guided discovery of polymer membranes for CO2 separation with genetic algorithm;Journal of Membrane Science;2024-12

4. Adapting sigmoid functions for hydrogel swelling curve prediction with neural networks;PAMM;2024-08-27

5. Design of functional and sustainable polymers assisted by artificial intelligence;Nature Reviews Materials;2024-08-19

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