Graph networks as a universal machine learning framework for molecules and crystals C Chen, W Ye, Y Zuo, C Zheng, SP Ong Chemistry of Materials 31 (9), 3564-3572, 2019 | 173 | 2019 |

Deep neural networks for accurate predictions of crystal stability W Ye, C Chen, Z Wang, IH Chu, SP Ong Nature communications 9 (1), 1-6, 2018 | 108 | 2018 |

A critical review of machine learning of energy materials C Chen, Y Zuo, W Ye, X Li, Z Deng, SP Ong Advanced Energy Materials 10 (8), 1903242, 2020 | 71 | 2020 |

Versatile microfluidic droplets array for bioanalysis SW Hu, BY Xu, W Ye, XH Xia, HY Chen, JJ Xu ACS applied materials & interfaces 7 (1), 935-940, 2015 | 30 | 2015 |

Elucidating Structure–Composition–Property Relationships of the β-SiAlON:Eu^{2+} PhosphorZ Wang, W Ye, IH Chu, SP Ong Chemistry of Materials 28 (23), 8622-8630, 2016 | 28 | 2016 |

Functional reactive polymer electrospun matrix V Agarwal, D Ho, D Ho, Y Galabura, F Yasin, P Gong, W Ye, R Singh, ... ACS applied materials & interfaces 8 (7), 4934-4939, 2016 | 15 | 2016 |

Harnessing the Materials Project for machine-learning and accelerated discovery W Ye, C Chen, S Dwaraknath, A Jain, SP Ong, KA Persson MRS Bulletin 43 (9), 664-669, 2018 | 14 | 2018 |

Learning properties of ordered and disordered materials from multi-fidelity data C Chen, Y Zuo, W Ye, X Li, SP Ong Nature Computational Science 1 (1), 46-53, 2021 | 6 | 2021 |

Multi-fidelity Graph Networks for Machine Learning the Experimental Properties of Ordered and Disordered Materials C Chen, Y Zuo, W Ye, X Li, SP Ong arXiv preprint arXiv:2005.04338, 2020 | 1 | 2020 |

Deep Neural Networks for Accurate Predictions of Garnet Stability W Ye, C Chen, Z Wang, IH Chu, SP Ong arXiv preprint arXiv:1712.01908, 2017 | 1 | 2017 |

Accelerating Materials Discovery with Bayesian Optimization and Graph Deep Learning Y Zuo, M Qin, C Chen, W Ye, X Li, J Luo, SP Ong arXiv preprint arXiv:2104.10242, 2021 | | 2021 |

Multi-fidelity Graph Networks for Deep Learning the Experimental Properties of Ordered and Disordered Materials C Chen, Y Zuo, W Ye, X Li, SP Ong arXiv preprint arXiv:2005.04338, 2020 | | 2020 |

Supplementary Information Graph Networks as a Universal Machine Learning Framework for Molecules and Crystals C Chen, W Ye, Y Zuo, C Zheng, SP Ong | | |