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Copolymer Informatics with Multi-Task Deep Neural Networks

Copolymer Informatics with Multi-Task Deep Neural Networks

25 March 2021
Christopher Kuenneth
W. Schertzer
R. Ramprasad
ArXiv (abs)PDFHTML

Papers citing "Copolymer Informatics with Multi-Task Deep Neural Networks"

7 / 7 papers shown
Data Fusion of Deep Learned Molecular Embeddings for Property Prediction
Data Fusion of Deep Learned Molecular Embeddings for Property PredictionJournal of Chemical Information and Modeling (JCIM), 2025
Robert Appleton
Brian C Barnes
Alejandro Strachan
FedMLAI4CE
257
1
0
09 Apr 2025
AI-Driven Discovery of High Performance Polymer Electrodes for Next-Generation Batteries
AI-Driven Discovery of High Performance Polymer Electrodes for Next-Generation BatteriesJournal of Polymer Science (J. Polym. Sci.), 2025
Subhash V.S. Ganti
Lukas Woelfel
Christopher Kuenneth
458
5
0
20 Feb 2025
Multi-Task Multi-Fidelity Learning of Properties for Energetic Materials
Multi-Task Multi-Fidelity Learning of Properties for Energetic MaterialsPropellants, explosives, pyrotechnics (PEP), 2024
Robert Appleton
Daniel J. Klinger
Brian H. Lee
Michael Taylor
Sohee Kim
Samuel Blankenship
Brian C Barnes
Steven F. Son
Alejandro Strachan
195
6
0
21 Aug 2024
Accelerating materials discovery for polymer solar cells: Data-driven
  insights enabled by natural language processing
Accelerating materials discovery for polymer solar cells: Data-driven insights enabled by natural language processing
Pranav Shetty
Aishat Adeboye
Sonakshi Gupta
Chao Zhang
R. Ramprasad
162
12
0
29 Feb 2024
Transferring a molecular foundation model for polymer property
  predictions
Transferring a molecular foundation model for polymer property predictionsJournal of Chemical Information and Modeling (JCIM), 2023
Pei Zhang
Logan T. Kearney
D. Bhowmik
Zachary R. Fox
Amit K. Naskar
Ravi Tandon
AI4CE
182
18
0
25 Oct 2023
polyBERT: A chemical language model to enable fully machine-driven
  ultrafast polymer informatics
polyBERT: A chemical language model to enable fully machine-driven ultrafast polymer informaticsNature Communications (Nat Commun), 2022
Christopher Kuenneth
R. Ramprasad
239
184
0
29 Sep 2022
A graph representation of molecular ensembles for polymer property
  prediction
A graph representation of molecular ensembles for polymer property predictionChemical Science (Chem. Sci.), 2022
Matteo Aldeghi
Connor W. Coley
AI4CE
282
73
0
17 May 2022
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