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Graph Convolutional Neural Networks for Polymers Property Prediction

Graph Convolutional Neural Networks for Polymers Property Prediction

M. Zeng
J. Kumar
Zengfeng Zeng
R. Savitha
V. Chandrasekhar
K. Hippalgaonkar
    GNN
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Papers citing "Graph Convolutional Neural Networks for Polymers Property Prediction"

6 / 6 papers shown
Title
Multimodal machine learning with large language embedding model for polymer property prediction
Multimodal machine learning with large language embedding model for polymer property prediction
Tianren Zhang
Dai-Bei Yang
44
0
0
29 Mar 2025
Graph neural networks for materials science and chemistry
Graph neural networks for materials science and chemistry
Patrick Reiser
Marlen Neubert
André Eberhard
Luca Torresi
Chen Zhou
...
Houssam Metni
Clint van Hoesel
Henrik Schopmans
T. Sommer
Pascal Friederich
GNN
AI4CE
50
373
0
05 Aug 2022
A Tailored Convolutional Neural Network for Nonlinear Manifold Learning of Computational Physics Data using Unstructured Spatial Discretizations
A Tailored Convolutional Neural Network for Nonlinear Manifold Learning of Computational Physics Data using Unstructured Spatial Discretizations
John Tencer
Kevin Potter
AI4CE
18
13
0
11 Jun 2020
Real Time Multi-Class Object Detection and Recognition Using Vision Augmentation Algorithm
Real Time Multi-Class Object Detection and Recognition Using Vision Augmentation Algorithm
Al-Akhir Nayan
Joyeta Saha
Ahamad Nokib Mozumder
K. Mahmud
A. K. Azad
ObjD
16
19
0
17 Mar 2020
Assessing Graph-based Deep Learning Models for Predicting Flash Point
Assessing Graph-based Deep Learning Models for Predicting Flash Point
Xiaoyu Sun
Nathaniel J. Krakauer
A. Politowicz
Wei-Ting Chen
Qiying Li
...
Xianjia Shao
Alfred Sunaryo
Mingren Shen
James Wang
D. Morgan
16
20
0
26 Feb 2020
Constrained Bayesian Optimization for Automatic Chemical Design
Constrained Bayesian Optimization for Automatic Chemical Design
Ryan-Rhys Griffiths
José Miguel Hernández-Lobato
BDL
39
76
0
16 Sep 2017