Alvin Wei Ze Chew

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 12

Top Topics

Data Driven Approaches

Unsupervised Learning

Top Venues

J. Comput. Civ. Eng.

J. Comput. Sci.

Knowl. Based Syst.

Publications

Renfei He, Limao Zhang, Alvin Wei Ze Chew
Data-driven multi-step prediction and analysis of monthly rainfall using explainable deep learning. Expert Syst. Appl. 235 (2024)
Rony Kalfarisi, Alvin Wei Ze Chew, Jianping Cai, Meng Xue, Jocelyn Pok, Zheng Yi Wu
Predictive modeling framework accelerated by GPU computing for smart water grid data-driven analysis in near real-time. Adv. Eng. Softw. 173 (2022)
Ying Wang, Alvin Wei Ze Chew, Limao Zhang
Deep learning modeling of public's sentiments towards temporal evolution of COVID-19 transmission. Appl. Soft Comput. 131 (2022)
Renfei He, Limao Zhang, Alvin Wei Ze Chew
Modeling and predicting rainfall time series using seasonal-trend decomposition and machine learning. Knowl. Based Syst. 251 (2022)
Alvin Wei Ze Chew, Yue Pan, Ying Wang, Limao Zhang
Hybrid deep learning of social media big data for predicting the evolution of COVID-19 transmission. Knowl. Based Syst. 233 (2021)
Alvin Wei Ze Chew, Adrian Wing-Keung Law, Tung Thanh Vu
Optimizing Speedup Performance of Computational Hydrodynamic Simulations with UPC Programming Model. J. Comput. Civ. Eng. 34 (2) (2020)
Alvin Wei Ze Chew, Adrian Wing-Keung Law
Homogenization theory with multiscale perturbation analysis for supervised learning of complex adsorption-desorption process in porous-media systems. J. Comput. Sci. 40 (2020)
Alvin Wei Ze Chew
Novel multiscale grid representations of deep neural network layers for modelling complex engineering processes. CCIS (2019)
Alvin Wei Ze Chew, Adrian Wing-Keung Law
Feature engineering using homogenization theory with multiscale perturbation analysis for supervised model-based learning of physical clogging condition in seepage filters. J. Comput. Sci. 32 (2019)
Tung Thanh Vu, Adrian Wing-Keung Law, Tien H. Nguyen, Alvin Wei Ze Chew
Computational Flood Modeling with UPC Architecture. J. Comput. Civ. Eng. 33 (2) (2019)
Alvin Wei Ze Chew, Adrian Wing-Keung Law
Multiscale Homogenization of Pre-treatment Rapid and Slow Filtration Processes with Experimental and Computational Validations. ICCS (2) (2018)
Alvin Wei Ze Chew, Tung Thanh Vu, Adrian Wing-Keung Law
High Performance Computational Hydrodynamic Simulations: UPC Parallel Architecture as a Future Alternative. ICCS (1) (2018)