Md Nasim
Graduate Student
Graduate Research Assistant
Joined department: Fall 2017
Education
Research interests: AI-driven scientific discovery, computer vision, physics model learning
Selected Publications
Unraveling the size fluctuation and shrinkage of nanovoids during in situ radiation of Cu by automatic pattern recognition and phase field simulation
Md Nasim, A.R.G. Sreekar, Tongjun Niu, Cuncai Fan, Zhongxia Shang, Jin Li, Haiyan Wang, Anter El-Azab, Yexiang Xue*, and Xinghang Zhang*.
In Journal of Nuclear Materials, 2022
Efficient learning of sparse and decomposable PDEs using random projection
Md Nasim, Anter El-Azab, Xinghang Zhang, and Yexiang Xue.
In Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence (UAI), 2022.
Physics knowledge discovery via neural differential equation embedding
Yexiang Xue, Md Nasim, Maosen Zhang, Cuncai Fan, Xinghang Zhang, Anter El-Azab.
In Proceedings of 2021 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD), 2021.