Polymer Informatics: Current Status and Critical Next Steps

1 November 2020

Papers citing "Polymer Informatics: Current Status and Critical Next Steps"

8 / 8 papers shown

Title
polyGen: A Learning Framework for Atomic-level Polymer Structure Generation Ayush Jain Rampi Ramprasad 48 0 0 24 Apr 2025
Unifying Invariant and Variant Features for Graph Out-of-Distribution via Probability of Necessity and Sufficiency Xuexin Chen Ruichu Cai Kaitao Zheng Zhifan Jiang Zhengting Huang Zhifeng Hao Zijian Li 54 0 0 21 Jul 2024
polyBERT: A chemical language model to enable fully machine-driven ultrafast polymer informatics Christopher Kuenneth R. Ramprasad 28 101 0 29 Sep 2022
TransPolymer: a Transformer-based language model for polymer property predictions Changwen Xu Yuyang Wang A. Farimani 24 86 0 03 Sep 2022
Representing Polymers as Periodic Graphs with Learned Descriptors for Accurate Polymer Property Predictions Evan R. Antoniuk Peggy Li B. Kailkhura A. Hiszpanski 27 31 0 27 May 2022
A graph representation of molecular ensembles for polymer property prediction Matteo Aldeghi Connor W. Coley AI4CE 25 43 0 17 May 2022
Bioplastic Design using Multitask Deep Neural Networks Christopher Kuenneth Jessica Lalonde B. Marrone C. Iverson R. Ramprasad G. Pilania AI4CE 11 31 0 22 Mar 2022
Graph Convolutional Policy Network for Goal-Directed Molecular Graph Generation Jiaxuan You Bowen Liu Rex Ying Vijay S. Pande J. Leskovec GNN 206 885 0 07 Jun 2018