Xiaolan Tian

Machine learning-guided property prediction of energetic materials: Recent advances, challenges, and perspectives

Xiaolan Tian, Siwei Song, Fang Chen et al. · Energetic Materials Frontiers · 2022 · 77 citations · Full text

Theoretical insight into density and stability differences of RDX, HMX and CL-20

Siwei Song, Xiaolan Tian, Yi Wang et al. · CrystEngComm · 2021 · 28 citations

Theoretical Insight, Engineering, Supramolecular Assembly +13

Predicting the Melting Point of Energetic Molecules Using a Learnable Graph Neural Fingerprint Model

Siwei Song, Yi Wang, Xiaolan Tian et al. · The Journal of Physical Chemistry A · 2023 · 16 citations

Machine learning-based prediction and interpretation of decomposition temperatures of energetic materials

Junnan Wu, Siwei Song, Xiaolan Tian et al. · Energetic Materials Frontiers · 2023 · 14 citations · Full text