Research

Research Publications

40+ peer-reviewed papers spanning AI, water systems, energy, and biorefinery.

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42 publications

Spatio temporal dynamics variation of dissolved organic matter and water quality parameters in Giheung Reservoir A vertical perspective

Water & Wastewater
20257 citations

Addresses challenges in water and wastewater management through advanced monitoring and control strategies.

Fast and complete removal of quinolones from actual water matrices by activated peroxymonocarbonate via magnetic Co–Cu in carbon nanofibers

Water & Wastewater
20256 citations

Characterizes water quality dynamics and pollutant behavior in natural and engineered systems.

Demystifying priority of deploying sustainable petrochemical waste management Multi Stakeholder insights from a developing country

Sustainable Systems
20252 citations

Assesses waste management strategies and circular economy pathways for reducing environmental impact.

Life Cycle Greenhouse Gas Emissions of Biogas Upgrading for Fuel Production

Energy & Hydrogen
20252 citations

Optimizes renewable energy deployment and hydrogen integration strategies.

Prototyping with Generative AI Design to Debottleneck Conventional Design Incorporation on Proton Exchange Membrane Electrolyzer

AI & Automation
20251 citation

Applies data-driven modeling and intelligent algorithms to optimize process performance and decision-making.

Removal of radioactive elements from nuclear wastewater using metal–organic frameworks a comprehensive analysis using DFT and metaanalysis

Water & Wastewater
20251 citation

Develops methods for improving water treatment processes at industrial and municipal scale.

Conversion of organic solid waste into energy and functional materials using biochar catalyst Bibliometric analysis, research progress, and directions

Bio & Circularity
202485 citations

Investigates carbon-based materials and sorption processes for environmental remediation and carbon management.

Active Learning Based Guided Synthesis of Engineered Biochar for CO2 Capture

Bio & Circularity
202442 citations

Leverages artificial intelligence techniques to improve prediction accuracy and operational efficiency.

Achieving the sustainable waste management of medical plastic packaging using a life cycle assessment approach

Sustainable Systems
202433 citations

Uses mathematical modeling to evaluate sustainability trade-offs across system lifecycles.

Carbon negative biochar systems contribute to sustainable urban green infrastructure a critical review

Bio & Circularity
202425 citations

Explores engineered carbon materials for pollutant removal and greenhouse gas mitigation.

Innovative interpretable AI guided water quality evaluation with risk adversarial analysis in river streams considering spatial temporal effects

AI & Automation
202416 citations

Applies data-driven modeling and intelligent algorithms to optimize process performance and decision-making.

AI guided investigation of biochar’s efficacy in Pb immobilization for remediation of Pb contaminated agricultural land

AI & Automation
202415 citations

Leverages artificial intelligence techniques to improve prediction accuracy and operational efficiency.

Revealing spatial temporal impact of industrial effluent towards DOM in Riverine employing PARAFAC and MW 2D COS

Water & Wastewater
202412 citations

Develops analytical approaches for understanding contaminant transport and water resource management.

Unraveling the Behavior of Stormwater Runoff at Interception Facilities An Explicit Focus on Dissolved Organic Matter with Analytical Measurement

Water & Wastewater
20245 citations

Addresses challenges in water and wastewater management through advanced monitoring and control strategies.

Sustainable CO2 capture via adsorption by chitosan based functional biomaterial A review on recent advances, challenges, and future directions

Sustainable Systems
202355 citations

Explores engineered carbon materials for pollutant removal and greenhouse gas mitigation.

Machine Learning for Heavy Metal Removal from Water Recent Advances and Challenges

AI & Automation
202340 citations

Applies data-driven modeling and intelligent algorithms to optimize process performance and decision-making.

Rethinking of the future sustainable paradigm roadmap for plastic waste management A multi nation scale outlook compendium

Sustainable Systems
202322 citations

Evaluates sustainable approaches to solid waste treatment and material recovery.

Frontier of digitalization in Biomass to X supply chain opportunity or threats

AI & Automation
202316 citations

Analyzes biological process integration for renewable fuel and material production.

A novel hybrid method for constructing resilient microalgae supply chain Integration of n 1 contingency analysis with stochastic modelling

Bio & Circularity
202314 citations

Evaluates biorefinery pathways and biomass conversion systems for sustainable resource recovery.

Smart solutions for clean air An AI guided approach to sustainable industrial pollution control in coal fired power plant

AI & Automation
202310 citations

Applies data-driven modeling and intelligent algorithms to optimize process performance and decision-making.

Exploring N best solution space for heat integrated hydrogen regeneration network using sequential graph theoretic approach

Energy & Hydrogen
20239 citations

Models energy system transitions and infrastructure planning for sustainable power generation.

End to end autonomous and resilient operability strategy of full scale PN SBR system From influent augmentation to AI aided optimal control and scheduling

AI & Automation
20238 citations

Leverages artificial intelligence techniques to improve prediction accuracy and operational efficiency.

Synergistic effects of catalytic co pyrolysis Chlorella vulgaris and polyethylene mixtures using artificial neuron network Thermodynamic and empirical kinetic analyses

Materials & Process
202256 citations

Contributes new methodology and analysis for advancing sustainable engineering practices.

From microalgae to bioenergy Identifying optimally integrated biorefinery pathways and harvest scheduling under uncertainties in predicted climate

Bio & Circularity
202238 citations

Evaluates biorefinery pathways and biomass conversion systems for sustainable resource recovery.

Fuzzy optimization for peer to peer (P2P) multi period renewable energy trading planning

Energy & Hydrogen
202237 citations

Optimizes renewable energy deployment and hydrogen integration strategies.

Environmental analysis of Chlorella vulgaris cultivation in large scale closed system under waste nutrient source

Sustainable Systems
202230 citations

Evaluates sustainable approaches to solid waste treatment and material recovery.

Blockchain as a frontier in biotechnology and bioenergy applications

AI & Automation
202221 citations

Analyzes biological process integration for renewable fuel and material production.

Optimal configuration and economic analysis of PRO retrofitted industrial networks for sustainable energy production and material recovery considering uncertainties Bioethanol and sugar mill case study

Energy & Hydrogen
202221 citations

Models energy system transitions and infrastructure planning for sustainable power generation.

Shaving electric bills with renewables A multi period pinch based methodology for energy planning

Energy & Hydrogen
202218 citations

Models energy system transitions and infrastructure planning for sustainable power generation.

Predictive maintenance system for membrane replacement time detection using AI based functional profile monitoring Application to a full scale MBR plant

AI & Automation
202217 citations

Leverages artificial intelligence techniques to improve prediction accuracy and operational efficiency.

Machine learning–assisted CO2 utilization in the catalytic dry reforming of hydrocarbons Reaction pathways and multicriteria optimization analyses

AI & Automation
202213 citations

Leverages artificial intelligence techniques to improve prediction accuracy and operational efficiency.

Non Gaussian multivariate statistical monitoring of spatio temporal wind speed frequencies to improve wind power quality in South Korea

Energy & Hydrogen
202212 citations

Optimizes renewable energy deployment and hydrogen integration strategies.

Dynamic calibration of process wide partial nitritation modeling with airlift granular for nitrogen removal in a full scale wastewater treatment plant

Water & Wastewater
20228 citations

Addresses challenges in water and wastewater management through advanced monitoring and control strategies.

Reliability incorporated optimal process pathway selection for sustainable microalgae based biorefinery system P graph approach ScienceDirect

Bio & Circularity
20222 citations

Evaluates biorefinery pathways and biomass conversion systems for sustainable resource recovery.

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

AI & Automation
202170 citations

Applies data-driven modeling and intelligent algorithms to optimize process performance and decision-making.

Nationwide sustainable renewable energy and Power to X deployment planning in South Korea assisted with forecasting model

Energy & Hydrogen
202159 citations

Optimizes renewable energy deployment and hydrogen integration strategies.

Multi objective lifecycle optimization for oil palm fertilizer formulation A hybrid P graph and TOPSIS approach

Materials & Process
202139 citations

Applies process systems engineering and optimization frameworks to resource allocation and planning.

Optimal planning of inter plant hydrogen integration (IPHI) in eco industrial park with P graph and game theory analyses

Energy & Hydrogen
202122 citations

Optimizes renewable energy deployment and hydrogen integration strategies.

Evaluation of an integrated microalgae based biorefinery process and energy recovery system from livestock manure using a superstructure model

Bio & Circularity
202120 citations

Evaluates biorefinery pathways and biomass conversion systems for sustainable resource recovery.

Heat Integrated Water Regeneration Network Synthesis via Graph Theoretic Sequential Method

Water & Wastewater
202113 citations

Characterizes water quality dynamics and pollutant behavior in natural and engineered systems.

Techno economic evaluation of microalgae based supply chain Review on recent approaches

Bio & Circularity
20210 citations

Evaluates biorefinery pathways and biomass conversion systems for sustainable resource recovery.

Transitioning of localized renewable energy system towards sustainable hydrogen development planning P graph approach

Energy & Hydrogen
202051 citations

Models energy system transitions and infrastructure planning for sustainable power generation.