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Attention Driven-Chained Transfer Learning for Generalized Sequential State of Charge Forecasting in Vanadium Redox Flow Batteriesopen access

Tariq, Shahzeb; Ali, Usama; Ambati, Seshagiri Rao; Yoo, Changkyoo

ArticleIssue Date2025CitationInternational Journal of Energy Research, v.2025, no.1PublisherJohn Wiley and Sons Ltd
SCIESCOPUS
Interpretable distance adaptive GCN-autoencoder for soft sensor validation and remote reconstruction in urban air quality monitoring networksopen access

Ali, Usama; Tariq, Shahzeb; Kim, Keugtae; Chang-Silva, Roberto; Yoo, Changkyoo

ArticleIssue Date2025CitationISA TransactionsPublisherElsevier Ltd.
SCIESCOPUS
Multi-agent distributed reinforcement learning for energy-efficient thermal comfort control in multi-zone buildings with diverse occupancy patternsopen access

Tariq, Shahzeb; Ali, Usama; Kim, Sangyoun; Yoo, ChangKyoo

ArticleIssue Date2025CitationEnergy, v.332, pp 1 - 21PublisherElsevier Ltd.
SCIESCOPUS
Techno-economic assessment of a demand-responsive RO-PRO superstructure for sustainable saline wastewater treatmentopen access

Ali, Usama; Tariq, Shahzeb; Kim, Sangyoun; Safder, Usman; Yoo, ChangKyoo

ArticleIssue Date2026CitationDesalination, v.622, pp 1 - 20PublisherElsevier B.V.
SCIESCOPUS
Transfer learning-informed sensor validation for detecting and diagnosing unseen air quality faults in underground building environmentopen access

Ali, Usama; Tariq, Shahzeb; Kim, Keugtae; Chang-Silva, Roberto; Yoo, ChangKyoo

ArticleIssue Date2026CitationTunnelling and Underground Space Technology, v.169, pp 1 - 19PublisherElsevier Ltd
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