| Modeling and predicting rainfall time series using seasonal-trend decomposition and machine learning R He, L Zhang, AWZ Chew Knowledge-Based Systems 251, 109125, 2022 | 32 | 2022 |
| Deep learning of social media big data for predicting the evolution of COVID-19 transmission AWZ Chew, Y Pan, Y Wang, L Zhang Knowledge-Based Systems, 2021 | 30 | 2021 |
| Data-driven and model-based framework for smart water grid anomaly detection and localization ZY Wu, A Chew, X Meng, J Cai, J Pok, R Kalfarisi, KC Lai, SF Hew, ... Journal of Water Supply: Research and Technology-Aqua, 0 | 24* | |
| An encoder-decoder deep learning method for multi-class object segmentation from 3D tunnel point clouds A Ji, AWZ Chew, X Xue, L Zhang Automation in Construction 137, 104187, 2022 | 20 | 2022 |
| Large-scale 3D point-cloud semantic segmentation of urban and rural scenes using data volume decomposition coupled with pipeline parallelism AWZ Chew, A Ji, L Zhang Automation in Construction, 2021 | 17 | 2021 |
| High fidelity digital twin-based anomaly detection and localization for smart water grid operation management ZY Wu, A Chew, X Meng, J Cai, J Pok, R Kalfarisi, KC Lai, SF Hew, ... Sustainable Cities and Society 91, 104446, 2023 | 15 | 2023 |
| Correlating Dynamic Climate Conditions and Socioeconomic-Governmental Factors to Spatiotemporal Spread of COVID-19 via Semantic Segmentation Deep Learning Analysis AWZ Chew, Y Wang, L Zhang Sustainable Cities and Society, 2021 | 14 | 2021 |
| Data-driven multi-step prediction and analysis of monthly rainfall using explainable deep learning R He, L Zhang, AWZ Chew Expert Systems with Applications 235, 121160, 2024 | 13 | 2024 |
| Feature engineering using homogenization theory with multiscale perturbation analysis for supervised model-based learning of physical clogging condition in seepage filters AWZ Chew, AWK Law Journal of Computational Science 32, 21-35, 2019 | 13 | 2019 |
| Building damage detection from satellite images after natural disasters on extremely imbalanced datasets Y Wang, AWZ Chew, L Zhang Automation in construction 140, 104328, 2022 | 12 | 2022 |
| Data-driven multiscale modelling and analysis of COVID-19 spatiotemporal evolution using explainable AI AWZ Chew, L Zhang Sustainable Cities and Society 80, 103772, 2022 | 11 | 2022 |
| Homogenization theory with multiscale perturbation analysis for supervised learning of complex adsorption-desorption process in porous-media systems AWZ Chew, AWK Law Journal of Computational Science 40, 101071, 2020 | 8 | 2020 |
| Predictive modeling framework accelerated by GPU computing for smart water grid data-driven analysis in near real-time R Kalfarisi, A Chew, J Cai, M Xue, J Pok, ZY Wu Advances in Engineering Software 173, 103287, 2022 | 7 | 2022 |
| Improving near real-time anomaly event detection and classification with trend change detection for smart water grid operation management M Xue, AWZ Chew, J Cai, J Pok, R Kalfarisi, ZY Wu Urban Water Journal 19 (6), 547-557, 2022 | 7 | 2022 |
| Daily model calibration with water loss estimation and localization using continuous monitoring data in water distribution networks AWZ Chew, ZY Wu, T Walski, X Meng, J Cai, J Pok, R Kalfarisi Journal of Water Resources Planning and Management 148 (5), 04022019, 2022 | 7 | 2022 |
| Multiscale homogenized predictive modelling of flooding surface in urban cities using physics-induced deep AI with UPC AWZ Chew, R He, L Zhang Journal of Cleaner Production 363, 132455, 2022 | 6 | 2022 |
| Computational flood modeling with UPC architecture TT Vu, AWK Law, TH Nguyen, AWZ Chew Journal of Computing in Civil Engineering 33 (2), 04019002, 2019 | 6 | 2019 |
| Acoustic feature-based leakage event detection in near real-time for large-scale water distribution networks AWZ Chew, R Kalfarisi, X Meng, J Pok, ZY Wu, J Cai Journal of Hydroinformatics 25 (2), 526-551, 2023 | 4 | 2023 |
| Optimizing speedup performance of computational hydrodynamic simulations with UPC programming model AWZ Chew, AWK Law, TT Vu Journal of Computing in Civil Engineering 34 (2), 06020001, 2020 | 3 | 2020 |
| DRFM hybrid model to optimize energy performance of pre-treatment depth filters in desalination facilities AWZ Chew, AWK Law Applied energy 220, 576-597, 2018 | 3 | 2018 |
