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Alvin Wei Ze Chew

Nanyang Technological University

13H-index
43Paper Count
636Citation Count
Published Papers 22
Publication Date
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Near Real-Time Anomaly Event Localization by Pressure Drop Interpolation, Clustering, and Parallel Optimization of Hydraulic Model Calibration
errwater resources management
IF2.7
err2025-01-01
err0
PREAI
errZhang, Ashley Hui; Cao, Fred; Chew, Alvin Wei Ze; Wu, Zheng Yi; Kalfarisi, Rony; Meng, Xue; Pok, Jocelyn; Wong, Juen Ming; Yang, Clara
errShare
errSave
Physics Informed Machine Learning (PIML) for Design, Management and Resilience-Development of Urban Infrastructures: A Review (jul, 10.1007/s11831-024-10145-z, 2024)
errARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING
IF12.1
err2024-07-12
err2
PREAI
errWei Ze Chew, Alvin; He, Renfei; Zhang, Limao
errShare
errSave
Physics Informed Machine Learning (PIML) for Design, Management and Resilience-Development of Urban Infrastructures: Concept, State-of-the-Art, Challenges and Opportunities
errARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING
IF12.1
err2024-06-12
err2
PREAI
errChew, Alvin Wei Ze; He, Renfei; Zhang, Limao
errShare
errSave
Data-driven multi-step prediction and analysis of monthly rainfall using explainable deep learning
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-01-01
err21
PREAI
errHe, Renfei; Zhang, Limao; Chew, Alvin Wei Ze
errShare
errSave
Modelling clogging dynamics in groundwater systems using multiscale homogenized physics informed neural network (MHPINN)
errENGINEERING SCIENCE AND TECHNOLOGY-AN INTERNATIONAL JOURNAL-JESTECH
IF5.4
err2024-01-01
err4
errOAAI
errChew, Alvin Wei Ze; He, Renfei; Zhang, Limao
errShare
errSave
Generalized Acoustic Data Analysis Framework for Leakage Detection and Localization in Field Operational Water Distribution Networks
errwater resources management
IF2.7
err2023-11-01
err2
PREAI
errChew, Alvin Wei Ze; Wu, Zheng Yi; Kalfarisi, Rony; Meng, Xue; Pok, Jocelyn
errShare
errSave
Pressure-Based Demand Aggregation and Calibration of Normal and Abnormal Diurnal Patterns for Smart Water Grid in Near Real-Time
errwater resources management
IF2.7
err2023-10-01
err2
PREAI
errChew, Alvin Wei Ze; Wu, Zheng Yi; Meng, Xue; Cai, Jianping; Pok, Jocelyn; Kalfarisi, Rony
errShare
errSave
High Fidelity Digital Twin-Based Anomaly Detection and Localization for Smart Water Grid Operation Management
errSUSTAINABLE CITIES AND SOCIETY
IF12
err2023-04-01
err23
PREAI
errWu, Zheng Yi; Chew, Alvin; Meng, Xue; Cai, Jianping; Pok, Jocelyn; Kalfarisi, Rony; Lai, Kah Cheong; Hew, Sock Fang; Wong, Jia Jie
errShare
errSave
Deep learning modeling of public's sentiments towards temporal evolution of COVID-19 transmission
errAPPLIED SOFT COMPUTING
IF6.6
err2022-12-01
err1
errOAAI
errWang, Ying; Chew, Alvin Wei Ze; Zhang, Limao
errShare
errSave
Predictive modeling framework accelerated by GPU computing for smart water grid data-driven analysis in near real-time
errADVANCES IN ENGINEERING SOFTWARE
IF5.7
err2022-11-01
err5
PREAI
errKalfarisi, Rony; Chew, Alvin; Cai, Jianping; Xue, Meng; Pok, Jocelyn; Wu, Zheng Yi
errShare
errSave
Modeling and predicting rainfall time series using seasonal-trend decomposition and machine learning
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2022-09-01
err36
PREAI
errHe, Renfei; Zhang, Limao; Chew, Alvin Wei Ze
errShare
errSave
Building damage detection from satellite images after natural disasters on extremely imbalanced datasets
errAUTOMATION IN CONSTRUCTION
IF11.5
err2022-08-01
err17
PREAI
errWang, Ying; Chew, Alvin Wei Ze; Zhang, Limao
errShare
errSave
Multiscale homogenized predictive modelling of flooding surface in urban cities using physics-induced deep AI with UPC
errJOURNAL OF CLEANER PRODUCTION
IF10
err2022-08-01
err8
PREAI
errChew, Alvin Wei Ze; He, Renfei; Zhang, Limao
errShare
errSave
An encoder-decoder deep learning method for multi-class object segmentation from 3D tunnel point clouds
errAUTOMATION IN CONSTRUCTION
IF11.5
err2022-05-01
err28
PREAI
errJi, Ankang; Chew, Alvin Wei Ze; Xue, Xiaolong; Zhang, Limao
errShare
errSave
Data-driven multiscale modelling and analysis of COVID-19 spatiotemporal evolution using explainable AI
errSUSTAINABLE CITIES AND SOCIETY
IF12
err2022-05-01
err8
errOAAI
errChew, Alvin Wei Ze; Zhang, Limao
errShare
errSave
Daily Model Calibration with Water Loss Estimation and Localization Using Continuous Monitoring Data in Water Distribution Networks
errwater resources management
IF2.7
err2022-05-01
err8
PREAI
errChew, Alvin Wei Ze; Wu, Zheng Yi; Walski, Thomas; Meng, Xue; Cai, Jianping; Pok, Jocelyn; Kalfarisi, Rony
errShare
errSave
Large-scale 3D point-cloud semantic segmentation of urban and rural scenes using data volume decomposition coupled with pipeline parallelism
errAUTOMATION IN CONSTRUCTION
IF11.5
err2022-01-01
err17
PREAI
errChew, Alvin Wei Ze; Ji, Ankang; Zhang, Limao
errShare
errSave
Hybrid deep learning of social media big data for predicting the evolution of COVID-19 transmission
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2021-12-01
err24
errOAAI
errChew, Alvin Wei Ze; Pan, Yue; Wang, Ying; Zhang, Limao
errShare
errSave
Correlating dynamic climate conditions and socioeconomic-governmental factors to spatiotemporal spread of COVID-19 via semantic segmentation deep learning analysis
errSUSTAINABLE CITIES AND SOCIETY
IF12
err2021-12-01
err12
errOAAI
errChew, Alvin Wei Ze; Wang, Ying; Zhang, Limao
errShare
errSave
Homogenization theory with multiscale perturbation analysis for supervised learning of complex adsorption-desorption process in porous-media systems
errnature computational science
IF3.7
err2020-02-01
err8
PREAI
errChew, Alvin Wei Ze; Law, Adrian Wing-Keung
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
张立茂 cover
张立茂 (Limao Zhang)
H-index: 61 · Papers: 355
A
Adrian Wing‐Keung Law
H-index: 43 · Papers: 284
薛
薛小龙 (Xiaolong Xue)
H-index: 36 · Papers: 194
Y
Yue Pan
H-index: 34 · Papers: 133
T
Thomas M. Walski
H-index: 31 · Papers: 248
View more