@inproceedings{wei2025agu,title={Unveiling the Underappreciated Consequences of Landslides across the United States with Generative AI},author={Wei, Xin and Balloli, Vaibhav and Palermo, Lauren and Mirus, Benjamin and Wood, Nathan J. and Pennaz, Alice and Wilkins, Aleeza and Bondi-Kelly, Elizabeth and Loos, Sabine},booktitle={AGU Fall Meeting 2025},address={New Orleans, LA, USA},month=dec,year={2025},note={Selected for oral presentation},organization={American Geophysical Union},citations={0},show_all_authors={true}}
AGU 2025
Building a Community-Curated, Open-Access Platform of Global Landslide Datasets to Support Reliable and Scalable AI Models
Xin Wei, Reiko Chen, Margaret Gereghty, Elizabeth Bondi-Kelly, and Sabine Loos
@inproceedings{wei2025agu_platform,title={Building a Community-Curated, Open-Access Platform of Global Landslide Datasets to Support Reliable and Scalable AI Models},author={Wei, Xin and Chen, Reiko and Gereghty, Margaret and Bondi-Kelly, Elizabeth and Loos, Sabine},booktitle={AGU Fall Meeting 2025},address={New Orleans, LA, USA},month=dec,year={2025},organization={American Geophysical Union},citations={0},show_all_authors={true}}
AGU 2025
Foundational geospatial databases and long-term monitoring to support the next generation of data-driven landslide hazard and risk assessments
Benjamin B. Mirus, Jacob Woodard, Max Sutton, Lisa V. Luna, Xin Wei, Sabine Loos, and George E. Hilley
@inproceedings{mirus2025agu,title={Foundational geospatial databases and long-term monitoring to support the next generation of data-driven landslide hazard and risk assessments},author={Mirus, Benjamin B. and Woodard, Jacob and Sutton, Max and Luna, Lisa V. and Wei, Xin and Loos, Sabine and Hilley, George E.},booktitle={AGU Fall Meeting 2025},address={New Orleans, LA, USA},month=dec,year={2025},note={Invited presentation},organization={American Geophysical Union},citations={0},show_all_authors={true}}
@article{wei2024improving,title={Improving pixel-based regional landslide susceptibility mapping},author={Wei, Xin and Gardoni, Paolo and Zhang, Lulu and Tan, Li and Liu, Dongsheng and Du, Chunli and Li, Hui},journal={Geoscience Frontiers},volume={15},number={4},pages={101782},year={2024},publisher={Elsevier},doi={10.1016/j.gsf.2024.101782},citations={38},}
China Civ. Eng. J.
Study on regional landslide susceptibility assessment and generalization ability based on U-Net semantic segmentation network
@article{tan2024study,title={Study on regional landslide susceptibility assessment and generalization ability based on U-Net semantic segmentation network},author={Tan, Li and Zhang, Lulu and Wei, Xin and others},journal={China Civil Engineering Journal},note={Accepted},year={2024},citations={0}}
J. Eng. Geol.
Current situation and prospects of research on mechanism analyses and risk assessments of geological hazards induced by hydrate exploitation and marine environmental effects
Mingjing Jiang, Haonan Wang, Lulu Zhang, and 11 more authors
@article{jiang2024current,title={Current situation and prospects of research on mechanism analyses and risk assessments of geological hazards induced by hydrate exploitation and marine environmental effects},author={Jiang, Mingjing and Wang, Haonan and Zhang, Lulu and Zhu, Haitao and Li, Cuicui and Zhang, Xiaodong and Chen, Yiming and Huang, Junjie and Wei, Xin and Tan, Li and Xu, Jintao and Li, Wenhua and Chang, Xianda and Zhang, Shijie},journal={Journal of Engineering Geology},volume={32},number={4},pages={1424--1438},year={2024},citations={4}}
2023
Acta Geotech.
Comparison of hybrid data-driven and physical models for landslide susceptibility mapping at regional scales
Xin Wei, Lulu Zhang, Paolo Gardoni, and 5 more authors
@article{wei2023comparison,title={Comparison of hybrid data-driven and physical models for landslide susceptibility mapping at regional scales},author={Wei, Xin and Zhang, Lulu and Gardoni, Paolo and Chen, Yangming and Tan, Lin and Liu, Dongsheng and Du, Chunlan and Li, Hai},journal={Acta Geotechnica},volume={18},number={8},pages={4453--4476},year={2023},publisher={Springer},doi={10.1007/s11440-023-01841-4},citations={52}}
Geo-Risk
Comparison of hybrid models based on the infinite slope stability analysis and different data-driven approaches for regional landslide susceptibility mapping
Xin Wei, Hui Li, Paolo Gardoni, and 1 more author
In Geo-Risk 2023: Advances in Theory and Innovation in Practice, Dec 2023
@inproceedings{wei2023georisk,title={Comparison of hybrid models based on the infinite slope stability analysis and different data-driven approaches for regional landslide susceptibility mapping},author={Wei, Xin and Li, Hui and Gardoni, Paolo and Zhang, Lulu},booktitle={Geo-Risk 2023: Advances in Theory and Innovation in Practice},pages={171--180},year={2023},publisher={ASCE},citations={0}}
Mar. Georesour. Geotechnol.
Simulation of runout behavior of submarine debris flows over regional natural terrain considering material softening
Yangming Chen, Lulu Zhang, Xin Wei, and 3 more authors
@article{chen2023simulation,title={Simulation of runout behavior of submarine debris flows over regional natural terrain considering material softening},author={Chen, Yangming and Zhang, Lulu and Wei, Xin and Jiang, Mingjing and Liao, Chencong and Kou, Huilin},journal={Marine Georesources and Geotechnology},volume={41},number={2},pages={175--194},year={2023},publisher={Taylor \& Francis},citations={7}}
Rock Mech. Bull.
Polynomial chaos surrogate and bayesian learning for coupled hydro-mechanical behavior of soil slope
@article{zhang2023polynomial,title={Polynomial chaos surrogate and bayesian learning for coupled hydro-mechanical behavior of soil slope},author={Zhang, Lulu and Wu, Fang and Wei, Xin and Yang, Hao-Qing and Fu, Shixiao and Huang, Jinsong and Gao, Liang},journal={Rock Mechanics Bulletin},volume={2},number={1},pages={100023},year={2023},publisher={Elsevier},citations={15}}
2022
Eng. Geol.
Debris-flow-induced damage assessment for a submarine pipeline network in regional-scale natural terrain
Yangming Chen, Lulu Zhang, Xin Wei, and 3 more authors
@article{chen2022debris,title={Debris-flow-induced damage assessment for a submarine pipeline network in regional-scale natural terrain},author={Chen, Yangming and Zhang, Lulu and Wei, Xin and Xu, Jiabao and Fu, Shixiao and Liao, Chencong},journal={Engineering Geology},volume={311},pages={106917},year={2022},publisher={Elsevier},citations={9}}
Soil Dyn. Earthq. Eng.
Estimation of horizontal bearing capacity of mat foundation on structured and over-consolidated clays under cyclic wave loads
Chengjin Zhu, Lulu Zhang, Chencong Liao, and 2 more authors
Soil Dynamics and Earthquake Engineering, Dec 2022
@article{zhu2022estimation,title={Estimation of horizontal bearing capacity of mat foundation on structured and over-consolidated clays under cyclic wave loads},author={Zhu, Chengjin and Zhang, Lulu and Liao, Chencong and Wei, Xin and Ye, Guanlin},journal={Soil Dynamics and Earthquake Engineering},volume={161},pages={107426},year={2022},publisher={Elsevier},citations={9}}
Georisk
Probabilistic model calibration of spatial variability for a physically-based landslide susceptibility model
Junyao Luo, Lulu Zhang, Hao-Qing Yang, and 3 more authors
Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards, Dec 2022
@article{luo2022probabilistic,title={Probabilistic model calibration of spatial variability for a physically-based landslide susceptibility model},author={Luo, Junyao and Zhang, Lulu and Yang, Hao-Qing and Wei, Xin and Liu, Dongsheng and Xu, Jiabao},journal={Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards},volume={16},number={4},pages={728--745},year={2022},publisher={Taylor \& Francis},citations={27}}
Acta Geotech.
Quantitative risk assessment of landslides with direct simulation of pre-failure to post-failure behaviors
Qiang Cui, Lulu Zhang, Xiaoyan Chen, and 6 more authors
@article{cui2022quantitative,title={Quantitative risk assessment of landslides with direct simulation of pre-failure to post-failure behaviors},author={Cui, Qiang and Zhang, Lulu and Chen, Xiaoyan and Cao, Zijun and Wei, Xin and Zhang, Jie and Xu, Jiabao and Liu, Dongsheng and Du, Chunli},journal={Acta Geotechnica},volume={17},pages={4497--4514},year={2022},publisher={Springer},citations={34}}
J. Eng. Appl. Sci.
Probabilistic analysis of land subsidence due to pumping by Biot poroelasticity and random field theory
Sirui Deng, Hao-Qing Yang, Xiaoyan Chen, and 1 more author
Journal of Engineering and Applied Science, Dec 2022
@article{deng2022probabilistic,title={Probabilistic analysis of land subsidence due to pumping by Biot poroelasticity and random field theory},author={Deng, Sirui and Yang, Hao-Qing and Chen, Xiaoyan and Wei, Xin},journal={Journal of Engineering and Applied Science},volume={69},number={18},year={2022},publisher={SpringerOpen},citations={10}}
2021
Geosci. Front.
Machine learning for pore-water pressure time-series prediction: Application of recurrent neural networks
Xin Wei, Lulu Zhang, Hao-Qing Yang, and 2 more authors
Geoscience Frontiers. ESI Highly Cited Paper🏆, Dec 2021
@article{wei2021machine,title={Machine learning for pore-water pressure time-series prediction: Application of recurrent neural networks},author={Wei, Xin and Zhang, Lulu and Yang, Hao-Qing and Zhang, Limin and Yao, Yang-Ping},journal={Geoscience Frontiers},volume={12},number={1},pages={453--467},year={2021},publisher={Elsevier},doi={10.1016/j.gsf.2020.04.011},citations={232},}
Nat. Hazards
A hybrid framework integrating physical model and convolutional neural network for regional landslide susceptibility mapping
Xin Wei, Lulu Zhang, Junyao Luo, and 1 more author
@article{wei2021novel,title={A hybrid framework integrating physical model and convolutional neural network for regional landslide susceptibility mapping},author={Wei, Xin and Zhang, Lulu and Luo, Junyao and Liu, Dongsheng},journal={Natural Hazards},volume={109},pages={471--497},year={2021},publisher={Springer},doi={10.1007/s11069-021-04844-0},citations={69}}
2018
Chin. J. Geotech. Eng.
Probabilistic back analysis method for unsaturated soil slopes with fluid-solid coupling process based on polynomial chaos expansion
Fang Wu, Lulu Zhang, Wentao Zheng, and 1 more author
Chinese Journal of Geotechnical Engineering, Dec 2018
@article{wu2018probabilistic,title={Probabilistic back analysis method for unsaturated soil slopes with fluid-solid coupling process based on polynomial chaos expansion},author={Wu, Fang and Zhang, Lulu and Zheng, Wentao and Wei, Xin},journal={Chinese Journal of Geotechnical Engineering},volume={40},number={12},year={2018},citations={3}}
