Scientist

Nan Li

Positions: associate professor
Academic Title: associate professor
E-mail: nan.li@nao.cas.cn
Mailing Address: Nan Li
Education and Career History

2019-current, Associate professor, National Astronomical Observatories, CAS (NAOC)

2017-2019, Postdoctoral researcher, University of Nottingham, UK

2013-2017, Postdoctoral fellow, University of Chicago, USA

2009-2013, PhD, University of Chinese Academy of Sciences, China

2006-2009, M.S., Chinese Academy of Sciences, China

2001-2006, B.S., Beijing University of Areonautics and Astronautics, China

Research Fields

Dark matter and dark energy, Gravitational lensing in Galaxies and galaxy clusters, Applications of machine learning in Astrophysics

Achievements
Selected Publication

1. Cheng, Ting-Yun; Li, Nan; Conselice, Christopher J.; Aragón-Salamanca, Alfonso; Dye, Simon; Metcalf, Robert B., Identifying strong lenses with unsupervised machine learning using convolutional autoencoder, 2020, MNRAS, 494, 3750C

2. Pearson, James; Li, Nan; Dye, Simon, The use of convolutional neural networks for modelling large optically-selected strong galaxy-lens samples, 2019, MNRAS, 488, 991P

3. Lanusse, Fran?ois; Ma, Quanbin;Li, Nan; Collett, Thomas E.; Li, Chun-Liang; Ravanbakhsh, Siamak; Mandelbaum, Rachel; Póczos, Barnabás, CMU DeepLens: deep learning for automatic image-based galaxy-galaxy strong lens finding, 2018, MNRAS, 473, 3895L

4. Li, Nan; Gladders, Michael D.; Heitmann, Katrin; Rangel, Esteban M.; Child, Hillary L.; Florian, Michael K.; Bleem, Lindsey E.; Habib, Salman; Finkel, Hal J., The Importance of Secondary Halos for Strong Lensing in Massive Galaxy Clusters across Redshift, 2019, ApJ, 878, 122L

5. Li, Nan; Gladders, Michael D.; Rangel, Esteban M.; Florian, Michael K.; Bleem, Lindsey E.; Heitmann, Katrin; Habib, Salman; Fasel, Patricia, PICS: Simulations of Strong Gravitational Lensing in Galaxy Clusters, 2016, ApJ, 828, 54L

6. Li, Nan; Mao, Shude; Gao, Liang; Loeb, Abraham; di Stefano, R., Effects of supermassive binary black holes on gravitational lenses, 2012, MNRAS, 419, 2424L