070401-天体物理
0704Z1-天文技术与方法

暗物质和暗能量，星系形成与演化，强引力透镜，AI4Astronomy
天文数据处理

2009-09--2013-07   中国科学院大学   理学博士
2006-09--2009-07   中国科学院大学   理学硕士
2001-10--2006-07   北京航空航天大学   工学学士

   

2019-12~现在, 中国科学院国家天文台, 研究员
2017-08~2019-10,诺丁汉大学（英国）, 博士后研究员
2013-05~2017-04,芝加哥大学（美国）, 博士后研究员

   

（1） 中国科学院优秀科普图书奖, , 院级, 2017
（2） 文津图书奖, 院级, 2016
（3） IEEE Cluster 2016 最佳论文, 其他, 2016

[1] Xu Li, Ruiqi Sun, Jiameng Lv, Peng Jia, Nan Li, Chengliang Wei, Hu Zou, Xinzhong Er, Yun Chen, Zhang Ban, Yuedong Fang, Qi Guo, Dezi Liu, Guoliang Li, Lin Lin, Ming Li, Ran Li, Xiaobo Li, Yu Luo, Xianmin Meng, Jundan Nie, Zhaoxiang Qi, Yisheng Qiu, Li Shao, Hao Tian, Lei Wang, Wei Wang, Jingtian Xian, Youhua Xu, Tianmeng Zhang, Xin Zhang, Zhimin Zhou. CSST Strong-lensing Preparation: A Framework for Detecting Strong Lenses in the Multicolor Imaging Survey by the China Survey Space Telescope (CSST). THE ASTRONOMICAL JOURNAL[J]. 2024, 第 5 作者  通讯作者  167(6): https://doaj.org/article/64835a7324f0493695d118cdf900c06a.
[2] Ren, Jian, Li, Nan, Liu, F S, Cui, Qifan, Fu, Mingxiang, Zheng, Xian Zhong. Revisiting Galaxy Evolution in Morphology in the Cosmic Evolution Survey Field (COSMOS-ReGEM). I. Merging Galaxies. ASTROPHYSICAL JOURNAL[J]. 2023, 第 2 作者  通讯作者  958(1): http://dx.doi.org/10.3847/1538-4357/acfeee.
[3] He, Zizhao, Li, Nan, Cao, Xiaoyue, Li, Rui, Zou, Hu, Dye, Simon. Discovering strongly lensed quasar candidates with catalogue-based methods from DESI Legacy Surveys. ASTRONOMY & ASTROPHYSICS[J]. 2023, 第 2 作者  通讯作者  672: http://dx.doi.org/10.1051/0004-6361/202245484.
[4] Han, Yang, Zou, Zhiqiang, Li, Nan, Chen, Yanli. Identifying Outliers in Astronomical Images with Unsupervised Machine Learning. RESEARCH IN ASTRONOMY AND ASTROPHYSICS[J]. 2022, 第 3 作者  通讯作者  22(8): 74-84, http://sciencechina.cn/gw.jsp?action=detail.jsp&internal_id=7283756&detailType=1.
[5] Zhang, Zhirui, Zou, Zhiqiang, Li, Nan, Chen, Yanli. Classifying Galaxy Morphologies with Few-shot Learning. RESEARCH IN ASTRONOMY AND ASTROPHYSICS[J]. 2022, 第 3 作者  通讯作者  22(5): 9-20, http://dx.doi.org/10.1088/1674-4527/ac5732.
[6] Maresca, Jacob, Dye, Simon, Li, Nan. Auto-identification of unphysical source reconstructions in strong gravitational lens modelling. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY[J]. 2021, 第 3 作者503(2): 2229-2241, http://dx.doi.org/10.1093/mnras/stab387.
[7] Abolfathi, Bela, Alonso, David, Armstrong, Robert, Aubourg, Eric, Awan, Humna, Babuji, Yadu N, Bauer, Franz Erik, Bean, Rachel, Beckett, George, Biswas, Rahul, Bogart, Joanne R, Boutigny, Dominique, Chard, Kyle, Chiang, James, Claver, Chuck F, CohenTanugi, Johann, Combet, Celine, Connolly, Andrew J, Daniel, Scott F, Digel, Seth W, DrlicaWagner, Alex, Dubois, Richard, Gangler, Emmanuel, Gawiser, Eric, Glanzman, Thomas, Gris, Phillipe, Habib, Salman, Hearin, Andrew P, Heitmann, Katrin, Hernandez, Fabio, Hlozek, Renee, Hollowed, Joseph, Ishak, Mustapha, Ivezic, Zeljko, Jarvis, Mike, Jha, Saurabh W, Kahn, Steven M, Kalmbach, J Bryce, Kelly, Heather M, Kovacs, Eve, Korytov, Danila, Krughoff, K Simon, Lage, Craig S, Lanusse, Francois, Larsen, Patricia, Le Guillou, Laurent, Li, Nan, Longley, Emily Phillips, Lupton, Robert H, Mandelbaum, Rachel, Mao, YaoYuan, Marshall, Phil, Meyers, Joshua E, Moniez, Marc, Morrison, Christopher B, Nomerotski, Andrei, OConnor, Paul, Park, HyeYun, Park, Ji Won, Peloton, Julien, Perrefort, Daniel, Perry, James, Plaszczynski, Stephane, Pope, Adrian, Rasmussen, Andrew, Reil, Kevin, Roodman, Aaron J, Rykoff, Eli S, Sanchez, F Javier, Schmidt, Samuel J, Scolnic, Daniel, Stubbs, Christopher W, Tyson, J Anthony, Uram, Thomas D, Villarreal, Antonio, Walter, Christopher W, Wiesner, Matthew P, WoodVasey, W Michael, Zuntz, Joe, LSST DESC. The LSST DESC DC2 Simulated Sky Survey. ASTROPHYSICAL JOURNAL SUPPLEMENT SERIES[J]. 2021, 第 47 作者253(1): http://dx.doi.org/10.3847/1538-4365/abd62c.
[8] Pearson, James, Maresca, Jacob, Li, Nan, Dye, Simon. Strong lens modelling: comparing and combining Bayesian neural networks and parametric profile fitting. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY[J]. 2021, 第 3 作者505(3): 4362-4382, http://dx.doi.org/10.1093/mnras/stab1547.
[9] Remolina Gonzalez, J D, Sharon, K, Mahler, G, Fox, C, Garcia Diaz, C A, Napier, K, Bleem, L E, Gladders, M D, Li, N, Niemiec, A. Core Mass Estimates in Strong Lensing Galaxy Clusters: A Comparison between Masses Obtained from Detailed Lens Models, Single-halo Lens Models, and Einstein Radii. ASTROPHYSICAL JOURNAL[J]. 2021, 920(2): 
[10] Tang, Chengfeng, Zhang, Pierre, Luo, Wentao, Li, Nan, Cai, YiFu, Pi, Shi. Measuring the Gravitomagnetic Distortion from Rotating Halos. I. Methods. ASTROPHYSICAL JOURNAL[J]. 2021, 第 4 作者911(1): http://dx.doi.org/10.3847/1538-4357/abe69e.
[11] Li, Nan, Becker, Christoph, Dye, Simon. The impact of line-of-sight structures on measuring $H_0$ with strong lensing time-delays. 2021, 第 1 作者http://arxiv.org/abs/2006.08540.
[12] Gonzalez, J D Remolina, Sharon, K, Li, N, Mahler, G, Bleem, L E, Gladders, M, Niemiec, A. Core Mass Estimates in Strong Lensing Galaxy Clusters Using a Single-halo Lens Model. ASTROPHYSICAL JOURNAL[J]. 2021, 910(2): http://dx.doi.org/10.3847/1538-4357/abe62a.
[13] Li, Nan, Becker, Christoph, Dye, Simon. The impact of line-of-sight structures on measuring H-0 with strong lensing time delays. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY[J]. 2021, 第 1 作者  通讯作者  504(2): 2224-2234, http://dx.doi.org/10.1093/mnras/stab984.
[14] Cheng, TingYun, Li, Nan, Conselice, Christopher J, AragonSalamanca, Alfonso, Dye, Simon, Metcalf, Robert B. Identifying strong lenses with unsupervised machine learning using convolutional autoencoder. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY[J]. 2020, 第 2 作者494(3): 3750-3765, http://dx.doi.org/10.1093/mnras/staa1015.
[15] Cheng, TingYun, Conselice, Christopher J, AragonSalamanca, Alfonso, Li, Nan, Bluck, Asa F L, Hartley, Will G, Annis, James, Brooks, David, Doel, Peter, GarciaBellido, Juan, James, David J, Kuehn, Kyler, Kuropatkin, Nikolay, Smith, Mathew, Sobreira, Flavia, Tarle, Gregory. Optimizing automatic morphological classification of galaxies with machine learning and deep learning using Dark Energy Survey imaging. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY[J]. 2020, 第 4 作者493(3): 4209-4228, http://dx.doi.org/10.1093/mnras/staa501.
[16] Gonzalez, J D Remolina, Sharon, K, Reed, B, Li, N, Mahler, G, Bleem, L E, Gladders, M, Niemiec, A, Acebron, A, Child, H. Efficient Mass Estimate at the Core of Strong Lensing Galaxy Clusters Using the Einstein Radius. ASTROPHYSICAL JOURNAL[J]. 2020, 902(1): http://dx.doi.org/10.3847/1538-4357/abb2a1.
[17] 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. ASTROPHYSICAL JOURNAL[J]. 2019, 第 1 作者  通讯作者  878(2): http://dx.doi.org/10.3847/1538-4357/ab1f74.
[18] Avestruz, Camille, Li, Nan, Zhu, Hanjue, Lightman, Matthew, Collett, Thomas E, Luo, Wentao. Automated Lensing Learner: Automated Strong Lensing Identification with a Computer Vision Technique. ASTROPHYSICAL JOURNAL[J]. 2019, 第 2 作者877(1): https://www.webofscience.com/wos/woscc/full-record/WOS:000469011600008.
[19] Avestruz, Camille, Li, Nan, Zhu, Hanjue, Lightman, Matthew, Collett, Thomas E, Luo, Wentao. Automated Lensing Learner: Automated Strong Lensing Identification with a Computer Vision Technique. ASTROPHYSICAL JOURNAL[J]. 2019, 第 2 作者877(1): https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::d47376ed0ed4828b414f3d148ac86b32.
[20] Metcalf, R B, Meneghetti, M, Avestruz, C, Bellagamba, F, Bom, C R, Bertin, E, Cabanac, R, Courbin, F, Davies, A, Decenciere, E, Flamary, R, Gavazzi, R, Geiger, M, Hartley, P, HuertasCompany, M, Jackson, N, Jacobs, C, Jullo, E, Kneib, J P, Koopmans, L V E, Lanusse, F, Li, C L, Ma, Q, Makler, M, Li, N, Lightman, M, Petrillo, C E, Serjeant, S, Schafer, C, Sonnenfeld, A, Tagore, A, Tortora, C, Tuccillo, D, Valentin, M B, VelascoForero, S, Kleijn, G A Verdoes, Vernardos, G. The strong gravitational lens finding challenge. ASTRONOMY & ASTROPHYSICS[J]. 2019, 625: http://dx.doi.org/10.1051/0004-6361/201832797.
[21] Xu, JinLong, Stutzki, Juergen, Wu, Yuefang, Guan, Xin, Wang, JunJie, Miller, M, Chen, Yang, Qin, ShengLi, Wang, JunZhi, Ning, ChangChun, Danzengluobu, Chen, TianLu, Yu, NaiPing, Zhang, ChuanPeng, Liu, XiaoLan, Li, JianBin, Jacobs, Karl, Graf, Urs U, Xu, Gang, Li, Nan, Zhang, GuoYin, Wu, Qi. Probing star formation and feedback using CCOSMA and archival data in the CFG028.68-0.28 quasi-sinusoidal filament. RESEARCH IN ASTRONOMY AND ASTROPHYSICS[J]. 2019, 第 20 作者19(12): 305-317, http://lib.cqvip.com/Qikan/Article/Detail?id=7100847217.
[22] Pearson, James, Li, Nan, Dye, Simon. The use of convolutional neural networks for modelling large optically-selected strong galaxy-lens samples. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY[J]. 2019, 第 2 作者488(1): 991-1004, http://dx.doi.org/10.1093/mnras/stz1750.
[23] Korytov, Danila, Hearin, Andrew, Kovacs, Eve, Larsen, Patricia, Rangel, Esteban, Hollowed, Joseph, Benson, Andrew J, Heitmann, Katrin, Mao, YaoYuan, Bahmanyar, Anita, Chang, Chihway, Campbell, Duncan, DeRose, Joseph, Finkel, Hal, Frontiere, Nicholas, Gawiser, Eric, Habib, Salman, Joachimi, Benjamin, Lanusse, Francois, Li, Nan, Mandelbaum, Rachel, Morrison, Christopher, Newman, Jeffrey A, Pope, Adrian, Rykoff, Eli, Simet, Melanie, To, ChunHao, Vikraman, Vinu, Wechsler, Risa H, White, Martin, LSST Dark Energy Sci Collaboration. CosmoDC2: A Synthetic Sky Catalog for Dark Energy Science with LSST. ASTROPHYSICAL JOURNAL SUPPLEMENT SERIES[J]. 2019, 第 20 作者245(2): http://dx.doi.org/10.3847/1538-4365/ab510c.
[24] 李楠. 亚毫米波的宇宙. 中国国家天文[J]. 2019, 第 1 作者56-59, http://lib.cqvip.com/Qikan/Article/Detail?id=7002281864.
[25] Luo, Wentao, Yang, Xiaohu, Lu, Tianhuan, Shi, Feng, Zhang, Jun, Mo, H J, Shu, Chenggang, Fu, Liping, Radovich, Mario, Zhang, Jiajun, Li, Nan, Sunayama, Tomomi, Wang, Lei. Galaxy-Galaxy Weak-lensing Measurements from SDSS. II. Host Halo Properties of Galaxy Groups. ASTROPHYSICAL JOURNAL[J]. 2018, 第 11 作者862(1): https://www.webofscience.com/wos/woscc/full-record/WOS:000439236600004.
[26] Lanusse, Francois, Ma, Quanbin, Li, Nan, Collett, Thomas E, Li, ChunLiang, Ravanbakhsh, Siamak, Mandelbaum, Rachel, Poczos, Barnabas. CMU DeepLens: deep learning for automatic image-based galaxy-galaxy strong lens finding. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY[J]. 2018, 第 3 作者473(3): 3895-3906, http://dx.doi.org/10.1093/mnras/stx1665.
[27] 徐金龙, 关欣, 李建斌, 王俊杰, 宁长春, 徐刚, 吴琪, 喻耐平, 刘晓兰, 李楠, 吕金泉. 西藏羊八井CCOSMA亚毫米波望远镜及其科学目标. 高原科学研究[J]. 2017, 第 10 作者1(1): 51-56, http://lib.cqvip.com/Qikan/Article/Detail?id=674626139.
[28] Luo, Wentao, Yang, Xiaohu, Zhang, Jun, Tweed, Dylan, Fu, Liping, Mo, H J, van den Bosch, Frank C, Shu, Chenggang, Li, Ran, Li, Nan, Liu, Xiangkun, Pan, Chuzhong, Wang, Yiran, Radovich, Mario. Galaxy-Galaxy Weak-lensing Measurements from SDSS. I. Image Processing and Lensing Signals. ASTROPHYSICAL JOURNAL[J]. 2017, 第 10 作者836(1): https://www.webofscience.com/wos/woscc/full-record/WOS:000395740700011.
[29] Zhang, ChuanPeng, Yuan, JingHua, Xu, JinLong, Liu, XiaoLan, Yu, NaiPing, Li, Nan, He, LiPing, Zhang, GuoYin, Wang, JunJie. Searching for initial stage of massive star formation around the H II region G18.2-0.3. RESEARCHINASTRONOMYANDASTROPHYSICS[J]. 2017, 第 6 作者17(6): http://ir.bao.ac.cn/handle/114a11/20128.
[30] Minor, Quinn E, Kaplinghat, Manoj, Li, Nan. A Robust Mass Estimator for Dark Matter Subhalo Perturbations in Strong Gravitational Lenses. ASTROPHYSICAL JOURNAL[J]. 2017, 第 3 作者845(2): https://www.webofscience.com/wos/woscc/full-record/WOS:000408111400004.
[31] Florian, Michael K, Gladders, Michael D, Li, Nan, Sharon, Keren. THE GINI COEFFICIENT AS A TOOL FOR IMAGE FAMILY IDENITIFICATION IN STRONG LENSING SYSTEMS WITH MULTIPLE IMAGES. ASTROPHYSICAL JOURNAL LETTERS[J]. 2016, 第 3 作者816(2): http://dx.doi.org/10.3847/2041-8205/816/2/L23.
[32] 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. ASTROPHYSICAL JOURNAL[J]. 2016, 第 1 作者  通讯作者  828(1): http://dx.doi.org/10.3847/0004-637X/828/1/54.
[33] Peterka, Tom, Croubois, Hadrien, Li, Nan, Rangel, Esteban, Cappello, Franck. SELF-ADAPTIVE DENSITY ESTIMATION OF PARTICLE DATA. SIAM JOURNAL ON SCIENTIFIC COMPUTING[J]. 2016, 第 3 作者38(5): S646-S666, https://www.webofscience.com/wos/woscc/full-record/WOS:000387347700037.
[34] Florian, Michael K, Li, Nan, Gladders, Michael D. THE GINI COEFFICIENT AS A MORPHOLOGICAL MEASUREMENT OF STRONGLY LENSED GALAXIES IN THE IMAGE PLANE. ASTROPHYSICAL JOURNAL[J]. 2016, 第 2 作者832(2): http://dx.doi.org/10.3847/0004-637X/832/2/168.
[35] Heitmann, Katrin, Habib, Salman, Finkel, Hal, Frontiere, Nicholas, Pope, Adrian, Morozov, Vitali, Rangel, Steve, Kovacs, Eve, Kwan, Juliana, Li, Nan, Rizzi, Silvio, Insley, Joe, Vishwanath, Venkatram, Peterka, Tom, Daniel, David, Fasel, Patricia, Zagaris, George. Large-Scale Simulations of Sky Surveys. COMPUTING IN SCIENCE & ENGINEERING[J]. 2014, 第 10 作者16(5): 14-23, https://www.webofscience.com/wos/woscc/full-record/WOS:000342277700003.
[36] Li, Nan, Li, Ran, Er, XinZhong. Mass to light ratio of galaxies and gravitational lensing. RESEARCH IN ASTRONOMY AND ASTROPHYSICS[J]. 2013, 第 1 作者  通讯作者  13(9): 1041-1051, http://sciencechina.cn/gw.jsp?action=detail.jsp&internal_id=4946324&detailType=1.
[37] Li, Nan, Mao, Shude, Gao, Liang, Loeb, Abraham, Di Stefano, R. Effects of supermassive binary black holes on gravitational lenses. MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY[J]. 2012, 第 1 作者  通讯作者  419(3): 2424-2432, http://dx.doi.org/10.1111/j.1365-2966.2011.19893.x.
[38] Li, Nan, Wang, JunJie. A survey of CO and its isotope lines for possible cloud-cloud collision candidates. RESEARCH IN ASTRONOMY AND ASTROPHYSICS[J]. 2012, 第 1 作者  通讯作者  12(11): 1499-1518, http://lib.cqvip.com/Qikan/Article/Detail?id=43872907.
[39] Li, Nan, Wang, JunJie. Multi-wavelength study of two possible cloud-cloud collision regions: IRAS 02459+6029 and IRAS 22528+5936. RESEARCH IN ASTRONOMY AND ASTROPHYSICS[J]. 2012, 第 1 作者  通讯作者  12(9): 1269-1279, http://lib.cqvip.com/Qikan/Article/Detail?id=43206499.
[40] Xiang-Qun Cui, Yong-Heng Zhao, Yao-Quan Chu, Guo-Ping Li, Qi Li, Li-Ping Zhang, Hong-Jun Su, Zheng-Qiu Yao, Ya-Nan Wang, Xiao-Zheng Xing, Xin-Nan Li, Yong-Tian Zhu, Gang Wang, Bo-Zhong Gu, A-Li Luo, Xin-Qi Xu, Zhen-Chao Zhang, Gen-Rong Liu, Hao-Tong Zhang, De-Hua Yang, Shu-Yun Cao, Hai-Yuan Chen, Jian-Jun Chen, Kun-Xin Chen, Ying Chen, Jia-Ru Chu, Lei Feng, Xue-Fei Gong, Yong-Hui Hou, Hong-Zhuan Hu, Ning-Sheng Hu, Zhong-Wen Hu, Lei Jia, Fang-Hua Jiang, Xiang Jiang, Zi-Bo Jiang, Ge Jin, Ai-Hua Li, Yan Li, Ye-Ping Li, Guan-QunLiu, Zhi-Gang Liu, Huo-Ming Shi, Zheng-Hong Tang, Qing-Sheng Tao, Xiang-Yan Yuan, Chao Zhai, Jing Zhang, Yan-Xia Zhang, Yong Zhang, Ming Zhao, Fang Zhou, Guo-Hua Zhou, Jie Zhu, Si-Cheng Zou. The Large Sky Area Multi-Object Fiber Spectroscopic Telescope (LAMOST). 天文和天体物理学研究：英文版[J]. 2012, 12(9): 1197-1242, http://lib.cqvip.com/Qikan/Article/Detail?id=43206495.
[41] Zi-bo Jiang, Xin-nan Li, Bo Ji. Development of testing convex hyperbolic mirror using Hindle method based on stitching technology. Conference on Modern Technologies in Space-and Ground-Based Telescopes and Instrumentation II. 2012, 8450(8450): Vol.8450 4Z-1, http://www.irgrid.ac.cn/handle/1471x/831233.
[42] Li, Nan, Chen, DaMing. Cusp-core problem and strong gravitational lensing. RESEARCH IN ASTRONOMY AND ASTROPHYSICS[J]. 2009, 第 1 作者  通讯作者  9(11): 1173-1184, http://lib.cqvip.com/Qikan/Article/Detail?id=32217960.

（1） 星际穿越, The Science of Interstellar, 浙江人民出版社, 2015-06, 第 5 作者
（2） 暗物质与恐龙, Dark matter and the dinosaurs：The astounding inter, 浙江人民出版社, 2016-12, 第 2 作者

   

（ 1 ） 宇宙再电离探测的观测数据处理, 参与, 国家任务, 2020-12--2025-11
（ 2 ） CSST大视场光学巡天的数据处理系统研制, 参与, 国家任务, 2020-01--2023-12
（ 3 ） CSST测光巡天的误差分析和优化, 参与, 国家任务, 2021-01--2023-06
（ 4 ） 中国科学院稳定支持基础研究领域青年团队计划, 参与, 中国科学院计划, 2022-11--2027-12

已指导学生

何紫朝  博士研究生  070401-天体物理  

现指导学生

吴迪  博士研究生  070401-天体物理  

崔深哲  博士研究生  070401-天体物理  

傅溟翔  硕士研究生  070401-天体物理