Shahzeb Tariq
Postdoctoral Research fellow at KyungHee University, South Korea
Email: shahzebtariq AT gmail DOT com
Shahzeb AT khu dot ac dot kr
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Publication Summary — Journals
Publication Summary — Journals
Journals:
Building & Environment,
Building Engineering
RSER
Energy
Sustainable cities and society.
Applied Energy
Hazardous Materials
Chemosphere
Environmental management
Applied thermal engineering
CONFERENCES
SDEWES'24
ChemEEE'24
ART'2021
SDEWES'2021
2025
2025
Design and optimization of the renewable-driven biomass utilization system for flexible hydrogen carrier production
Mohammad Moosazadeh, Shahzeb Tariq, Asal Mansourimar, Mahmoud Kiannejad Amiri, Jinwoo Park and ChangKyoo Yoo
Multi-agent distributed reinforcement learning for energy-efficient thermal comfort control in multi-zone buildings with diverse occupancy patterns
Shahzeb Tariq, SangYoun Kim, ChangKyoo Yoo
Preparation
Attention Driven–Chained Transfer Learning for Generalized Sequential State of Charge Forecasting in Vanadium Redox Flow Batteries
Shahzeb Tariq, Usama Ali, Seshagiri Rao Ambati, ChangKyoo Yoo
International Journal of Energy Research
2024
2024
Multi-sensor fault detection and correction for automated IAQ monitoring in smart buildings through attention-aware autoencoders with spatial prediction module
Shahzeb Tariq, Jorge Loy-Benitez, ChangKyoo Yoo
Building Engineering
Explainable AI-driven high-fidelity IAQ prediction (HiFi-IAQ) model for subway stations: Spatiotemporal outdoor air quality interpolation using geographic data
SangYoun Kim, Shahzeb Tariq, Roberto Chang, Usama Ali, Abdulrahman H Ba-Alawi, SungKu Heo, ChangKyoo Yoo
Building and Environment
Multi-agent reinforcement learning-enhanced autonomous calibration method for wastewater treatment modeling: Long-term validation of a full-scale plant
KiJeon Nam, SungKu Heo, Shahzeb Tariq, TaeYong Woo, ChangKyoo Yoo
Water Process Engineering
Interpretable attention-based multi-encoder transformer based QSPR model for assessing toxicity and environmental impact of chemicals
SangYoun Kim, Shahzeb Tariq, SungKu Heo, ChangKyoo Yoo
Chemosphere
2023
2023
Sludge bulking monitoring in industrial wastewater treatment plants through graphical methods: A dynamic graph embedding and Bayesian networks approach
Jorge Loy-Benitez, Shahzeb Tariq, Hai Tra Nguyen, SungKu Heo, ChangKyoo Yoo
Environmental Management
Enhancing the sustainable management of fine particulate matter-related health risks at subway stations through sequential forecast and gated probabilistic transformer
Shahzeb Tariq, Jorge Loy-Benitez, ChangKyoo Yoo
Building and Environment
[Paper link ]
Smart solutions for urban health risk assessment: A PM2.5 monitoring system incorporating spatiotemporal long-short term graph convolutional network
Roberto Chang-Silva, Shahzeb Tariq, Jorge Loy-Benitez, ChangKyoo Yoo
Chemosphere
[Paper link ]
Techno-economic feasibility and environmental impact evaluation of a hybrid solar thermal membrane-based power desalination system
Mohammad Moosazadeh, Shahzeb Tariq, Usman Safder, ChangKyoo Yoo
Energy
[Paper link ]
Distance adaptive graph convolutional gated network-based smart air quality monitoring and health risk prediction in sensor-devoid urban areas
Shahzeb Tariq, Shahroz Tariq, SangYoun Kim, Simon S Woo, ChangKyoo Yoo
Sustainable Cities and Society
[Paper link ]
Deep-AI soft sensor for sustainable health risk monitoring and control of fine particulate matter at sensor devoid underground spaces: A zero-shot transfer learning approach
Shahzeb Tariq, Jorge Loy-Benitez, KiJeon Nam, SangYoun Kim, MinJeong Kim, ChangKyoo Yoo
Tunnelling and Underground Space Technology
[Paper link ]
2022
2022
Multilevel optimization framework to support self-sustainability of industrial processes for energy/material recovery using circular integration concept
Usman Safder, Shahzeb Tariq, ChangKyoo Yoo
Applied Energy
[Paper link ]
Multiple land-use fugacity model to assess the transport and fate of polycyclic aromatic hydrocarbons in urban and suburban areas
Qian Li, Paulina Vilela, Shahzeb Tariq, KiJeon Nam, ChangKyoo Yoo
Urban Climate
[Paper link ]
Exergy-based weighted optimization and smart decision-making for renewable energy systems considering economics, reliability, risk, and environmental assessments
Shahzeb Tariq, Usman Safder, ChangKyoo Yoo
Renewable and Sustainable Energy Reviews
[Paper link ]
Neural circuit policies-based temporal flexible soft-sensor modeling of subway PM2. 5 with applications on indoor air quality management
Jorge Loy-Benitez, Shahzeb Tariq, Hai Tra Nguyen, Usman Safder, KiJeon Nam, ChangKyoo Yoo
Building and Environment
[Paper link ]
2021
2021
A novel solar assisted multigeneration system devoid of external utilities for drought adaptation considering water-exergy nexus analysis
Shahzeb Tariq, Usman Safder, Hai Tra Nguyen, Pouya Ifaei, SungKu Heo, ChangKyoo Yoo
Applied Thermal Engineering
[Paper link ]
Inter-regional multimedia fate analysis of PAHs and potential risk assessment by integrating deep learning and climate change scenarios
Ki Jeon Nam, Qian Li, Sung Ku Heo, Shahzeb Tariq, Jorge Loy-Benitez, Tae Yong Woo, Chang Kyoo Yoo
Hazardous Materials
[Paper link ]
A hybrid machine learning–based multi-objective supervisory control strategy of a full-scale wastewater treatment for cost-effective and sustainable operation under varying influent conditions
SungKu Heo, KiJeon Nam, Shahzeb Tariq, Juin Yau Lim, Junkyu Park, ChangKyoo Yoo
Cleaner Production
[Paper link ]
Transfer learning driven sequential forecasting and ventilation control of PM2. 5 associated health risk levels in underground public facilities
Shahzeb Tariq, Jorge Loy-Benitez, KiJeon Nam, Gahye Lee, MinJeong Kim, DuckShin Park, ChangKyoo Yoo
Hazardous Materials
[Paper link ]
2020
2020
Energy-efficient time-delay compensated ventilation control system for sustainable subway air quality management under various outdoor conditions
Shahzeb Tariq, Jorge Loy-Benitez, KiJeon Nam, Sungku Heo, ChangKyoo Yoo
Building and Environment
[Paper link ]
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