Sustainable energies and machine learning: An organized review of recent applications and challenges P Ifaei, M Nazari-Heris, AST Charmchi, S Asadi, CK Yoo Energy 266, 126432, 2023 | 52 | 2023 |
Smart supply-side management of optimal hydro reservoirs using the water/energy nexus concept: A hydropower pinch analysis AST Charmchi, P Ifaei, CK Yoo Applied Energy 281, 116136, 2021 | 39 | 2021 |
A data-driven analytical roadmap to a sustainable 2030 in South Korea based on optimal renewable microgrids P Ifaei, AST Charmchi, J Loy-Benitez, RJ Yang, CK Yoo Renewable and Sustainable Energy Reviews 167, 112752, 2022 | 28 | 2022 |
A new utility-free circular integration approach for optimal multigeneration from biowaste streams P Ifaei, AST Charmchi, P Vilela, U Safder, CK Yoo Energy Conversion and Management 254, 115269, 2022 | 26 | 2022 |
A machine learning-driven spatio-temporal vulnerability appraisal based on socio-economic data for COVID-19 impact prevention in the US counties M Moosazadeh, P Ifaei, AST Charmchi, S Asadi, CK Yoo Sustainable cities and society 83, 103990, 2022 | 20 | 2022 |
An integrated steam jet ejector power plant for drought adaptation considering water-exergy nexus in an optimal platform P Ifaei, U Safder, AST Charmchi, CK Yoo Energy Conversion and Management 227, 113622, 2021 | 20 | 2021 |
Three energy self-sufficient networks of wastewater treatment plants developed by nonlinear bi-level optimization models in Jeju Island T Woo, AST Charmchi, P Ifaei, SK Heo, KJ Nam, CK Yoo Journal of Cleaner Production 379, 134465, 2022 | 14 | 2022 |
The nexus between water, exergy, and economics in an optimal integrated desalination system with two configurations and four operation modes AST Charmchi, P Ifaei, CK Yoo Energy Conversion and Management 251, 114966, 2022 | 12 | 2022 |
Flare-to-hydrogen in oil and gas industries: Techno-economic feasibility of a net-negative alternative M Moosazadeh, AST Charmchi, P Ifaei, V Taghikhani, RG Moghanloo, ... Energy Conversion and Management 300, 117926, 2024 | 11 | 2024 |
Comprehensive performance evaluation of water and power production technologies using water-exergy nexus analysis P Ifaei, AST Charmchi, M Santamouris, CK Yoo Energy Conversion and Management 284, 116960, 2023 | 8 | 2023 |
Feature Extraction from Satellite-Derived Hydroclimate Data: Assessing Impacts on Various Neural Networks for Multi-Step Ahead Streamflow Prediction F Ghobadi, AST Charmchi, D Kang Sustainability 15 (22), 15761, 2023 | 3 | 2023 |
Strategic imputation of groundwater data using machine learning: Insights from diverse aquifers in the Chao-Phraya River Basin YK Sharma, S Kim, AST Charmchi, D Kang, O Batelaan Groundwater for Sustainable Development 28, 101394, 2025 | | 2025 |
Enhancing Long-Term Flood Forecasting with SageFormer: A Cascaded Dimensionality Reduction Approach Based on Satellite-Derived Data F Ghobadi, AS Tayerani Charmchi, D Kang Remote Sensing 17 (3), 365, 2025 | | 2025 |
AI-Driven Self-Scheduling and Self-Adaptive Strategies for Efficient and Resilient Water-Renewables Integration in Data-Scarce Arid Regions Fatemeh Ghobadi, Amir Saman Tayerani Charmchi, Doosun Kang The 19th Conference on Sustainable Development of Energy, Water and …, 2024 | | 2024 |
Sequential Adaptive Reallocation Algorithm for Drought Conditions Based on Hydropower Pinch Analysis and Long-term Forecasting Amir Saman Tayerani Charmchi, Fatemeh Ghobadi, Doosun Kang Asia Oceania Geosciences Society (AOGS), 21st annual meeting, 2024 | | 2024 |
A multi-agent co-optimization of a system-of-systems for a profitable, sustainable, and resilient circular supply chain of multiple conventional and crypto products AST Charmchi, P Ifaei, C Yoo 17th Conference on Sustainable Development of Energy, Water and Environment …, 2022 | | 2022 |
Development of a multigeneration carbon negative system using a circular integration approach for biowaste streams M Moosazadeh, AS Tayerani Charmchi, P Ifaei, CK Yoo The 6th international conference and postgraduate colloquium for …, 2022 | | 2022 |
A Systematic Review and State-Of-The-Art Applications of the Most Popular Heuristic Optimizers in Sustainable Energies P Ifaei, AST Charmchi, S Heo, CK Yoo 25th Conference on Process Integration for Energy Saving and Pollution …, 2022 | | 2022 |
An Optimal Green Profitable Multigeneration Network of Freshwater, Hydrogen, and Crypto Products Considering Water-Exergy-Carbon-Cost Nexus CKY A.S. Tayerani Charmchi, P. Ifaei, S. Heo, T. Woo 25th Conference on Process Integration for Energy Saving and Pollution …, 2022 | | 2022 |
A Flexible Operation Strategy for a New Green Utility-Free Energy/Material Hub with an Optimal Storage Scheduling CKY A. H. Ba-Alawi, A.S. Tayerani Charmchi, P. Ifaei, S. Heo 25th Conference on Process Integration for Energy Saving and Pollution …, 2022 | | 2022 |