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ORCIDAlvin Wei Ze Chew
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2020 – today
- 2024
[j9]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: 121160 (2024)- 2022
- [j8]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: 103287 (2022) - [j7]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: 109728 (2022) - [j6]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: 109125 (2022) - 2021
- [j5]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: 107417 (2021) - [d1]Alvin Wei Ze Chew, Limao Zhang:
Raw data (filtration concentration & streamflow height parameters) for training MPINN-UPC model and other ML models. IEEE DataPort, 2021
- 2020
- [j4]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) - [j3]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: 101071 (2020)
2010 – 2019
- 2019
- [j2]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) - [j1]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: 21-35 (2019) - [c3]Alvin Wei Ze Chew:
Novel multiscale grid representations of deep neural network layers for modelling complex engineering processes. CCIS 2019: 179-184 - 2018
- [c2]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: 444-455 - [c1]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: 833-845
Coauthor Index
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