Dongxia Wu, Liyao Gao, Xinyue Xiong, Matteo Chinazzi, Alessandro Vespignani, Yian Ma, Rose Yu. Quantifying Uncertainty in Deep Spatiotemporal Forecasting. accepted to SIGKDD 2021

Dongxia Wu, Liyao Gao, Xinyue Xiong, Matteo Chinazzi, Alessandro Vespignani, Yian Ma, Rose Yu. DeepGLEAM: a hybrid mechanistic and deep learning model for COVID-19 forecasting. arXiv preprint arXiv:2102.06684, 2021.

Dongxia Wu, Matteo Chinazzi, Alessandro Vespignani, Yian Ma, Rose Yu. Accelerating Stochastic Simulation with Interactive Neural Processes. arXiv preprint arXiv:2106.02770, 2021.


Mingren Shen, Guanzhao Li, Dongxia Wu, et al. A deep learning based automatic defect analysis framework for In-situ TEM ion irradiations. Computational Materials Science, 2021, 197: 110560.