Multi-task graph neural networks for simultaneous prediction of global and atomic properties in ferromagnetic systems

4 February 2022

Papers citing "Multi-task graph neural networks for simultaneous prediction of global and atomic properties in ferromagnetic systems"

6 / 6 papers shown

Title
Principal Neighbourhood Aggregation for Graph Nets Gabriele Corso Luca Cavalleri Dominique Beaini Pietro Lio Petar Velickovic GNN 140 677 0 12 Apr 2020
Fast Graph Representation Learning with PyTorch Geometric Matthias Fey J. E. Lenssen 3DH GNN 3DPC 247 4,368 0 06 Mar 2019
MT-CGCNN: Integrating Crystal Graph Convolutional Neural Network with Multitask Learning for Material Property Prediction Soumya Sanyal J. Balachandran N. Yadati Abhishek Kumar Padmini Rajagopalan Suchismita Sanyal Partha P. Talukdar 60 49 0 14 Nov 2018
Overcoming data scarcity with transfer learning Maxwell Hutchinson Erin Antono Brenna M. Gibbons S. Paradiso Julia Ling B. Meredig 59 83 0 02 Nov 2017
Inductive Representation Learning on Large Graphs William L. Hamilton Z. Ying J. Leskovec 516 15,369 0 07 Jun 2017
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering M. Defferrard Xavier Bresson P. Vandergheynst GNN 365 7,681 0 30 Jun 2016