Publications

(2025). Context-driven Deep Learning Forecasting for Wastewater Treatment Plants. ACM Transactions on Cyber-Physical Systems.

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(2025). AI Methods for Anomaly Detection in Cyber-Physical Systems: With Application to Water and Agriculture. PhD Dissertation, Virginia Tech.

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(2023). P2O: AI-Driven Framework for Managing and Securing Wastewater Treatment Plants. Journal of Environmental Engineering.

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(2023). Outlier detection using AI: a survey. AI Assurance Book Chapter.

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(2023). Deep H2O: Cyber attacks detection in water distribution systems using deep learning. Journal of Water Process Engineering.

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(2023). Assessing the Impact of Cyber Attacks on Water Distribution Systems: A Deep Learning Approach. IEEE Access.

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(2022). Model-Agnostic Scoring Methods for Artificial Intelligence Assurance. 2022 IEEE 29th Annual Software Technology Conference.

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(2022). The application of artificial intelligence assurance in precision farming and agricultural economics. AI Assurance Book Chapter.

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(2022). Realtime management of wastewater treatment plants using AI. 2022 International Water Symposium.

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(2022). AI Assurance: Towards Trustworthy, Explainable, Safe, and Ethical AI. Academic Press.

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(2021). DeepAg: Deep Learning Approach for Measuring the Effects of Outlier Events on Agricultural Production and Policy. 2021 IEEE Symposium Series on Computational Intelligence.

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(2021). Quantification of Peak Demand Reduction Potential in Commercial Buildings due to HVAC Set Point and Brightness Adjustment. 2021 IEEE Power & Energy Society General Meeting.

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(2021). Applications of machine learning for precision agriculture and smart farming. The International FLAIRS Conference Proceedings.

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(2015). Implementation of microcontroller based Maximum Power Point Tracker (MPPT) using SEPIC converter. 2015 IEEE International WIE Conference on Electrical and Computer Engineering.

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