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Postdoctoral Report 2026 — Urban Land Subsidence Forecasting
Postdoctoral & lecture position report. Develops a two-stage physics-guided AI framework (GeoPriorSubsNet) for urban land subsidence forecasting. Evaluated in Nansha (R²=0.88) and Zhongshan (R²=0.90). Covers XGBoost/LSTM baselines, probabilistic spatio-temporal learning, hydraulic parameter inference, and cross-city transfer. 10 figures, 1 table, 71 references.
31.89 MBDownload - paper
Land Subsidence Paper (J. Env. Mgt 2024)
This is the featured paper on land subsidence, published in Journal of Environmental Management (2024).
13.6 MBDownload - dataset
Bagoue Dataset — Cote d'Ivoire (Zenodo)
Bagoue region, northern Cote d'Ivoire: electrical resistivity profiling, vertical electrical sounding, and borehole data (2012-2014, Presidential Emergency & National Drinking Water Supply programs). The complete dataset underlying the SVM groundwater flow-rate prediction work.
External LinkOpen link - software
k-diagram Graphical Abstract (IAMG 2025)
Graphical abstract/poster for the k-diagram package from the 2025 International Association for Mathematical Geosciences (IAMG) conference.
309.97 KBDownload - report
JMP 2025 WASH Report
WHO/UNICEF Joint Monitoring Programme report on household drinking water, sanitation, and hygiene progress (2000-2024), focusing on inequalities.
7.6 MBDownload - report
AMCOW 2011 Kenya WASH Overview
An AMCOW Country Status Overview on Water Supply and Sanitation in Kenya (2011), focusing on turning finance into services.
562.85 KBDownload - book
Introduction to Scripting Course (SQL & Python)
A zip file containing course materials for an introduction to scripting with Python and SQL.
External LinkOpen link - book
Murach's SQL Server 2016 for Developers
A comprehensive guide to SQL Server 2016 for developers, by Joel Murach.
External LinkOpen link - book
AI and ML Coder Guide
A guide for coders on Artificial Intelligence and Machine Learning.
12.2 MBDownload
