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RESEARCH PAPER · Renewable and Sustainable Energy Reviews · 2026

AI-driven optimization of photocatalytic hydrogen production: Integrating techno-economic analysis and regional environmental constraints

Juyoung Byun, Yurim Kim, Jonghun Lim, Jonghun Lim, Junghwan Kim, Minseong Kim, Junghwan Kim

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AI-driven optimization of photocatalytic hydrogen production: Integrating techno-economic analysis and regional environmental constraintsOriginalGreen and blue methanol: Biomass or DAC carbon combined with SMR and Allam–Fetvedt cycle0Comparative techno-economic and land-use assessment of photocatalytic water splitting and PV–electrolysis systems for solar hydrogen production0Photo-Electrocatalytic Hydrogen Production Emphasising Process Scalability1Domain-informed machine learning framework of blended-amine design for minimizing regeneration energy in carbon dioxide absorption0Environmental and economic life-cycle performance of hydrogen produced through a liquid-phase photocatalytic process1Global prospects of low-carbon photocatalytic hydrogen based on regionalised optimisation0

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  1. Green and blue methanol: Biomass or DAC carbon combined with SMR and Allam–Fetvedt cycle

    Chemical Engineering Journal · 2026-07-07

    Junghwan Kim, Junsu Kim, Matthew J. Realff

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  2. Comparative techno-economic and land-use assessment of photocatalytic water splitting and PV–electrolysis systems for solar hydrogen production

    Energy Conversion and Management · 2026-08-05

    Hyun‐Jun Choi, Juyoung Byun, Jin Ko, Saemin Choi, Junghwan Kim

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  3. Photo-Electrocatalytic Hydrogen Production Emphasising Process Scalability

    Energies · 2026-09-03

    Nikolaos Argirusis, Pantelitsa Georgiou, Irene A. Kanellopoulou, Niyaz Alizadeh, Georgia Sourkouni, Antonis A. Zorpas, Christos Argirusis

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  4. Domain-informed machine learning framework of blended-amine design for minimizing regeneration energy in carbon dioxide absorption

    Engineering Applications of Artificial Intelligence · 2026-09-15

    Minjae Kim, Chonghyo Joo, Johong Kang, Man Sig Lee, Hojun Song, Junghwan Kim

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  5. Environmental and economic life-cycle performance of hydrogen produced through a liquid-phase photocatalytic process

    Fuel Processing Technology · 2026-09-16

    F. Tabita González-Zubieta, Vafa Feyzi, Javier Dufour, Diego Iribarren

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  6. Global prospects of low-carbon photocatalytic hydrogen based on regionalised optimisation

    Applied Energy · 2026-10-02

    F. Tabita González-Zubieta, Vafa Feyzi, Pedro Gerber Machado, Javier Dufour, Diego Iribarren

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