Research Interests

Currently, my research is in developing machine learning methods for applications in physical sciences, particularly using graph neural networks to leverage information from relatively small datasets.

Publications

Maryam Pardakhti*, Nila Mandal*, Anson W. K. Ma, Qian Yang. Practical Active Learning with Model Selection for Small Data, ICMLA 2021, https://arxiv.org/abs/2112.11572

*: Co-First Authors

Presented Posters