# Publications

- Improving atomic force microscopy structure discovery via style-translation - Jie Huang, Niko Oinonen, Fabio Priante, Filippo Federici Canova, Lauri Kurki, Chen Xu, and Adam S. Foster
  - npj Computational Materials (2025) [[pdf](https://arxiv.org/pdf/2509.02240)]    
- Sidestepping Intermolecular Hydrogen Bonds: How Single Water Molecules Adsorb and Assemble on the Calcite (104)-(2x1) Surface - Jonas Heggemann, Jie Huang, Simon Aeschlimann, Simon Spiller, Adam S Foster, and Philipp Rahe
  - ACS Nano 19 (2025) 26650 <a href="./_static/publications/2025_ACS_Nano.pdf" target="_blank" rel="noopener">[pdf]</a>  
- Revisiting the thickness of the air-water interface from two extremes of interface hydrogen bond dynamics - Gang Huang and Jie Huang
  - J. Chem. Theory Comput. 20 (2024) 9107 <a href="https://github.com/hg08/hb_ihb" target="_blank" rel="noopener">[code]</a> <a href="./_static/publications/2024_JCTC.pdf" target="_blank" rel="noopener">[pdf]</a>    
- Mechanism of Interaction of Water above the Methylammonium Lead Iodide Perovskite Nanocluster: Size Effect and Water-Induced Defective States - Jie Huang, Bowen Wang, Hejin Yan and Yongqing Cai
  - J. Phys. Chem. Lett. 15 (2024) 575 <a href="https://github.com/HuangJiaLian/MAPbI3-Water" target="_blank" rel="noopener">[code]</a> <a href="./_static/publications/2024_JPCL.pdf" target="_blank" rel="noopener">[pdf]</a>  
- A machine learning model to classify dynamic processes in liquid water - Jie Huang, Gang Huang, and Shiben Li
  - ChemPhysChem, 23 (2022) 42 <a href="./_static/publications/2021_CPC_cover.pdf" target="_blank" rel="noopener">[cover]</a> <a href="./_static/publications/2021_CPC.pdf" target="_blank" rel="noopener">[pdf]</a>  
- Neural network model for structure factor of polymer systems - Jie Huang, Shiben Li, Xinghua Zhang, and Gang Huang 
  - J. Chem. Phys. 153 (2020) 124902 <a href="https://github.com/HuangJiaLian/NN_For_Structure_Factor" target="_blank" rel="noopener">[code]</a> <a href="./_static/publications/2020_JCP.pdf" target="_blank" rel="noopener">[pdf]</a>