Enhancing the locality and breaking the memory bottleneck of transformer on time series forecasting S Li, X Jin, Y Xuan, X Zhou, W Chen, YX Wang, X Yan Advances in neural information processing systems 32, 2019 | 758 | 2019 |

Deep learning and self-consistent field theory: A path towards accelerating polymer phase discovery Y Xuan, KT Delaney, HD Ceniceros, GH Fredrickson Journal of Computational Physics 443, 110519, 2021 | 14 | 2021 |

Optimal policies for a pandemic: A stochastic game approach and a deep learning algorithm Y Xuan, R Balkin, J Han, R Hu, HD Ceniceros Mathematical and Scientific Machine Learning, 987-1012, 2022 | 9 | 2022 |

Towards general-purpose representation learning of polygonal geometries G Mai, C Jiang, W Sun, R Zhu, Y Xuan, L Cai, K Janowicz, S Ermon, ... GeoInformatica 27 (2), 289-340, 2023 | 6 | 2023 |

Pandemic Control, Game Theory, and Machine Learning Y Xuan, R Balkin, J Han, R Hu, HD Ceniceros Notices of the American Mathematical Society 69, 1878-1887, 2022 | 1 | 2022 |

Sphere2Vec: Multi-Scale Representation Learning over a Spherical Surface for Geospatial Predictions G Mai, Y Xuan, W Zuo, K Janowicz, N Lao arXiv preprint arXiv:2201.10489, 2022 | 1 | 2022 |

Machine Learning and Polymer Self-Consistent Field Theory in Two Spatial Dimensions Y Xuan, KT Delaney, HD Ceniceros, GH Fredrickson The Journal of Chemical Physics 158 (14), 144103, 2023 | | 2023 |

Pandemic Control, Game Theory and Machine Learning (preprint) Y Xuan, R Balkin, J Han, R Hu, HD Ceniceros | | 2022 |

Microstructural descriptors for data-driven prediction of energetics and structures of polymer mesophases D Chen, Y Xuan, K Delaney, H Ceniceros, G Fredrickson APS March Meeting Abstracts 2022, T16. 012, 2022 | | 2022 |

Machine Learning and Computational Mathematics: Studies of Accelerating Polymer Phase Discovery and Finding Optimal Policies for a Pandemic Y Xuan UC Santa Barbara, 2021 | | 2021 |

Optimal Policies for a Pandemic: A Stochastic Game Approach and a Deep Learning Algorithm (preprint) Y Xuan, R Balkin, J Han, R Hu, HD Ceniceros | | 2020 |