31 results on '"Chew, Alvin Wei Ze"'
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2. Modelling clogging dynamics in groundwater systems using multiscale homogenized physics informed neural network (MHPINN)
3. Data-driven multi-step prediction and analysis of monthly rainfall using explainable deep learning
4. Physics Informed Machine Learning (PIML) for Design, Management and Resilience-Development of Urban Infrastructures: Concept, State-of-the-Art, Challenges and Opportunities
5. Deep learning modeling of public’s sentiments towards temporal evolution of COVID-19 transmission
6. Modeling and predicting rainfall time series using seasonal-trend decomposition and machine learning
7. Multiscale homogenized predictive modelling of flooding surface in urban cities using physics-induced deep AI with UPC
8. Building damage detection from satellite images after natural disasters on extremely imbalanced datasets
9. Data-driven multiscale modelling and analysis of COVID-19 spatiotemporal evolution using explainable AI
10. An encoder-decoder deep learning method for multi-class object segmentation from 3D tunnel point clouds
11. Large-scale 3D point-cloud semantic segmentation of urban and rural scenes using data volume decomposition coupled with pipeline parallelism
12. Hybrid deep learning of social media big data for predicting the evolution of COVID-19 transmission
13. Correlating dynamic climate conditions and socioeconomic-governmental factors to spatiotemporal spread of COVID-19 via semantic segmentation deep learning analysis
14. Generalized Acoustic Data Analysis Framework for Leakage Detection and Localization in Field Operational Water Distribution Networks
15. Pressure-Based Demand Aggregation and Calibration of Normal and Abnormal Diurnal Patterns for Smart Water Grid in Near Real-Time
16. UPC Architecture for High-Performance Computational Hydrodynamics
17. Multiscale Homogenization of Pre-treatment Rapid and Slow Filtration Processes with Experimental and Computational Validations
18. High Performance Computational Hydrodynamic Simulations: UPC Parallel Architecture as a Future Alternative
19. DRFM hybrid model to optimize energy performance of pre-treatment depth filters in desalination facilities
20. Acoustic feature-based leakage event detection in near real-time for large-scale water distribution networks
21. UPC Architecture for High-Performance Computational Hydrodynamics
22. Acoustic Data Analysis Framework for Near Real-Time Leakage Detection and Localization for Smart Water Grid
23. NRW Estimation and Localization in Water Distribution Networks via Hydraulic Model Calibration using 24/7 Monitoring Data
24. Daily Model Calibration with Water Loss Estimation and Localization Using Continuous Monitoring Data in Water Distribution Networks
25. Improving near real-time anomaly event detection and classification with trend change detection for smart water grid operation management
26. Optimizing Speedup Performance of Computational Hydrodynamic Simulations with UPC Programming Model
27. Homogenization theory with multiscale perturbation analysis for supervised learning of complex adsorption-desorption process in porous-media systems
28. Novel multiscale grid representations of deep neural network layers for modelling complex engineering processes
29. Feature engineering using homogenization theory with multiscale perturbation analysis for supervised model-based learning of physical clogging condition in seepage filters
30. Computational Flood Modeling with UPC Architecture
31. Deployment of Recyclable Polycarbonate as Alternative Coarse Media in Dual-media Rapid Filters.
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