Alvin Wei Ze Chew

12 papers Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2024 J jnl
Data-driven multi-step prediction and analysis of monthly rainfall using explainable deep learning.
Expert Syst. Appl.
Renfei He, Limao Zhang, Alvin Wei Ze Chew
2022 J jnl
Deep learning modeling of public's sentiments towards temporal evolution of COVID-19 transmission.
Appl. Soft Comput.
Ying Wang, Alvin Wei Ze Chew, Limao Zhang
2022 J jnl
Modeling and predicting rainfall time series using seasonal-trend decomposition and machine learning.
Knowl. Based Syst.
Renfei He, Limao Zhang, Alvin Wei Ze Chew
2022 J jnl
Predictive modeling framework accelerated by GPU computing for smart water grid data-driven analysis in near real-time.
Adv. Eng. Softw.
Rony Kalfarisi, Alvin Wei Ze Chew, Jianping Cai, Meng Xue, Jocelyn Pok, Zheng Yi Wu
2021 J jnl
Hybrid deep learning of social media big data for predicting the evolution of COVID-19 transmission.
Knowl. Based Syst.
Alvin Wei Ze Chew, Yue Pan, Ying Wang, Limao Zhang
2020 J jnl
Homogenization theory with multiscale perturbation analysis for supervised learning of complex adsorption-desorption process in porous-media systems.
J. Comput. Sci.
Alvin Wei Ze Chew, Adrian Wing-Keung Law
2020 J jnl
Optimizing Speedup Performance of Computational Hydrodynamic Simulations with UPC Programming Model.
J. Comput. Civ. Eng.
Alvin Wei Ze Chew, Adrian Wing-Keung Law, Tung Thanh Vu
2019 J jnl
Computational Flood Modeling with UPC Architecture.
J. Comput. Civ. Eng.
Tung Thanh Vu, Adrian Wing-Keung Law, Tien H. Nguyen, Alvin Wei Ze Chew
2019 J jnl
Feature engineering using homogenization theory with multiscale perturbation analysis for supervised model-based learning of physical clogging condition in seepage filters.
J. Comput. Sci.
Alvin Wei Ze Chew, Adrian Wing-Keung Law
2019 — conf
Novel multiscale grid representations of deep neural network layers for modelling complex engineering processes.
CCIS
Alvin Wei Ze Chew
2018 — conf
High Performance Computational Hydrodynamic Simulations: UPC Parallel Architecture as a Future Alternative.
ICCS (1)
Alvin Wei Ze Chew, Tung Thanh Vu, Adrian Wing-Keung Law
2018 — conf
Multiscale Homogenization of Pre-treatment Rapid and Slow Filtration Processes with Experimental and Computational Validations.
ICCS (2)
Alvin Wei Ze Chew, Adrian Wing-Keung Law