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ORCIDFangzheng Lyu
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2020 – today
- 2026
[j10]Fangzheng Lyu
, Yunfan Kang, Shaowen Wang:
Converging high-performance computing and machine learning for geospatial discovery and innovation. Ann. GIS 32(2): 195-216 (2026)- [j9]Jinwoo Park, Fangzheng Lyu, Alexander Michels, Ian Zhang, Shaowen Wang:
Customized decision-making support per location's characteristics of spatial accessibility: A case study of emergency healthcare in New York City. Comput. Environ. Urban Syst. 128: 102458 (2026) - [i2]Pengyu Chen, Fangzheng Lyu, Sicheng Wang, Cuizhen Wang:
ZS-TreeSeg: A Zero-Shot Framework for Tree Crown Instance Segmentation. CoRR abs/2602.00470 (2026) - 2025
- [j8]Fangzheng Lyu, Zijun Yang, Chunyuan Diao, Shaowen Wang:
Multistream STGAN: A Spatiotemporal Image Fusion Model With Improved Temporal Transferability. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 18: 1562-1576 (2025) - [i1]Elizabeth G. Campolongo, Yuan-Tang Chou, Ekaterina Govorkova, Wahid Bhimji, Wei-Lun Chao, Chris Harris, Shih-Chieh Hsu, Hilmar Lapp, Mark S. Neubauer, Josephine M. Namayanja, Aneesh Subramanian, Philip C. Harris, Advaith Anand, David Edward Carlyn, Subhankar Ghosh, Christopher G. Lawrence, Eric A. Moreno, Ryan Raikman, Jiaman Wu, Ziheng Zhang, Bayu Adhi, Mohammad Ahmadi Gharehtoragh, Saúl Alonso-Monsalve, Marta Babicz, Furqan Baig, Namrata Banerji, William Bardon, Tyler Barna, Tanya Y. Berger-Wolf, Adji Bousso Dieng, Micah Brachman, Quentin Buat, David C. Y. Hui, Phuong Cao, Franco Cerino, Yi-Chun Chang, Shivaji Chaulagain, An-Kai Chen, Deming Chen, Eric Chen, Chia-Jui Chou, Zih-Chen Ciou, Miles Cochran-Branson, Artur Cordeiro Oudot Choi, Michael Coughlin, Matteo Cremonesi, Maria Dadarlat, Peter Darch, Malina Desai, Daniel Diaz, Steven Dillmann, Javier M. Duarte, Isla Duporge, Urbas Ekka, Saba Entezari Heravi, Hao Fang, Rian Flynn, Geoffrey Fox, Emily Freed, Hang Gao, Jing Gao, Julia Gonski, Matthew J. Graham, Abolfazl Hashemi, Scott Hauck, James Hazelden, Joshua Henry Peterson, Duc Hoang, Wei Hu, Mirco Hünnefeld, David Hyde, Vandana P. Janeja, Nattapon Jaroenchai, Haoyi Jia, Yunfan Kang, Maksim Kholiavchenko, Elham E Khoda, Sangin Kim, Aditya Kumar, Bo-Cheng Lai, Trung Le, Chi-Wei Lee, JangHyeon Lee, Shaocheng Lee, Suzan van der Lee, Charles Lewis, Haitong Li, Haoyang Li, Henry Liao, Mia Liu, Xiaolin Liu, Xiulong Liu, Vladimir Loncar, Fangzheng Lyu, Ilya Makarov, Abhishikth Mallampalli Chen-Yu Mao, Alexander Michels, Alexander Migala, Farouk Mokhtar, Mathieu Morlighem:
Building Machine Learning Challenges for Anomaly Detection in Science. CoRR abs/2503.02112 (2025) - 2024
- [j7]Fangzheng Lyu, Lixuanwu Zhou, Jinwoo Park, Furqan Baig, Shaowen Wang:
Mapping dynamic human sentiments of heat exposure with location-based social media data. Int. J. Geogr. Inf. Sci. 38(7): 1291-1314 (2024) - [c4]Yunfan Kang, Fangzheng Lyu, Shaowen Wang:
NetPointLib: Library for Large-Scale Spatial Network Point Data Fusion and Analysis. PEARC 2024: 43:1-43:4 - 2023
- [j6]Su Yeon Han, Jeon-Young Kang, Fangzheng Lyu, Furqan Baig, Jinwoo Park, Danielle Smilovsky, Shaowen Wang:
A cyberGIS approach to exploring neighborhood-level social vulnerability for disaster risk management. Trans. GIS 27(7): 1942-1958 (2023) - 2022
- [j5]Sensen Wu, Jin Qi, Zhen Yan, Fangzheng Lyu, Tao Lin, Yuanyuan Wang, Zhenhong Du:
Spatiotemporal assessments of nutrients and water quality in coastal areas using remote sensing and a spatiotemporal deep learning model. Int. J. Appl. Earth Obs. Geoinformation 112: 102897 (2022) - [j4]Xu Chen, Shaohua Wang, Huilai Li, Fangzheng Lyu, Haojian Liang, Xueyan Zhang, Yang Zhong:
Ndist2vec: Node with Landmark and New Distance to Vector Method for Predicting Shortest Path Distance along Road Networks. ISPRS Int. J. Geo Inf. 11(10): 514 (2022) - [j3]Chao Wang, Fangzheng Lyu, Sensen Wu, Yuanyuan Wang, Liuchang Xu, Feng Zhang, Shaowen Wang, Yongheng Wang, Zhenhong Du:
A deep trajectory clustering method based on sequence-to-sequence autoencoder model. Trans. GIS 26(4): 1801-1820 (2022) - [j2]Fangzheng Lyu, Shaohua Wang, Su Yeon Han, Charlie Catlett, Shaowen Wang:
An integrated cyberGIS and machine learning framework for fine-scale prediction of Urban Heat Island using satellite remote sensing and urban sensor network data. Urban Inform. 1(1) (2022) - [c3]Fangzheng Lyu, Zijun Yang, Zimo Xiao, Chunyuan Diao, Jinwoo Park, Shaowen Wang:
CyberGIS for Scalable Remote Sensing Data Fusion. PEARC 2022: 35:1-35:4 - 2021
- [j1]Fangzheng Lyu, Zewei Xu, Xinlin Ma, Shaohua Wang, Zhiyu Li, Shaowen Wang:
A vector-based method for drainage network analysis based on LiDAR data. Comput. Geosci. 156: 104892 (2021)
2010 – 2019
- 2019
- [c2]Fangzheng Lyu, Dandong Yin, Anand Padmanabhan, Youngdon Choi, Jonathan L. Goodall, Anthony M. Castronova, David Tarboton, Shaowen Wang:
Reproducible Hydrological Modeling with CyberGIS-Jupyter: A Case Study on SUMMA. PEARC 2019: 21:1-21:6 - [c1]Anand Padmanabhan, Dandong Yin, Fangzheng Lyu, Shaowen Wang:
Bridging Local Cyberinfrastructure and XSEDE with CyberGIS-Jupyter. PEARC 2019: 95:1-95:3
Coauthor Index
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