Research
Selected publications:
1. Jiadong Dan, Xiaoxu Zhao, Shoucong Ning, Jiong Lu, Kian Ping Loh, Qian He, N. Duane Loh, Stephen J. Pennycook (2022).Learning motifs and their hierarchies in atomic resolution microscopy. Science Advances.
2. Jiadong Dan, Xiaoxu Zhao, Qian He, N. Duane Loh, Stephen J. Pennycook (2022). Exploring motifs and their hierarchies in crystals via unsupervised learning. Microscopy and Microanalysis.
3. Stephen J. Pennycook, Jiadong Dan, Xiaoxu Zhao, Shoucong Ning, Wu Zhou, Qian He, N. Duane Loh (2022). Navigating the nanoworld:automatic feature recognition. Microscopy and Microanalysis.
Selected publications:
1. Jiadong Dan, Moaz Waqar, Ivan Erofeev, Kui Yao, John Wang, Stephen J. Pennycook, N. Duane Loh (2023). A multiscale generative model to understand disorder in domain boundaries.. Science Advances.
2. Jiadong Dan, Moaz Waqar, Stephen J. Pennycook, N. Duane Loh (2023). Exploring the emergence of complex grain boundary structures via hybrid probabilistic generative model. Microscopy and Microanalysis.
Selected publications:
1. Jiadong Dan, Xiaoxu Zhao, Stephen J. Pennycook (2019). A machine perspective of atomic defects in scanning transmission electron microscopy. InfoMat.
2. Jiadong Dan, Xiaoxu Zhao, Shoucong Ning, Jiong Lu, Kian Ping Loh, Qian He, N. Duane Loh, Stephen J. Pennycook (2022). Learning motifs and their hierarchies in atomic resolution microscopy. Science Advances.
3. Jiadong Dan, Xiaoxu Zhao, Qian He, N. Duane Loh, Stephen J. Pennycook (2022). Exploring motifs and their hierarchies in crystals via unsupervised learning. Microscopy and Microanalysis.
4. Stephen J. Pennycook, Jiadong Dan, Xiaoxu Zhao, Shoucong Ning, Wu Zhou, Qian He, N. Duane Loh (2022). Navigating the Nanoworld:Automatic Feature Recognition. Microscopy and Microanalysis.
5. Xiaoxu Zhao, Peng Song, Chengcai Wang, Anders C Riis-Jensen, Wei Fu, Ya Deng, Dongyang Wan, Lixing Kang, Shoucong Ning, Jiadong Dan, T Venkatesan, Zheng Liu, Wu Zhou, Kristian S Thygesen, Xin Luo, Stephen J. Pennycook, Kian Ping Loh (2020). Engineering covalently bonded 2D layered materials by self-intercalation. Nature.
6. Xiaocang Han, Mengmeng Niu, Yan Luo, Runlai Li, Jiadong Dan, Yanhui Hong, Xu Wu, Alex V Trukhanov, Wei Ji, Yeliang Wang, Jiahuan Zhou, Jingsi Qiao, Jin Zhang, Xiaoxu Zhao (2024). Atomically engineering metal vacancies in monolayer transition metal dichalcogenides. Nature Synthesis.
