GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 13 open scholarly metadata sources and uses AI-assisted classification to identify signals related to measurement, policy narratives, outcomes, implementation, industrial adoption, and verification.
The goal is not only to discover papers, but to observe how GX research is distributed across research substance, implementation narratives, external expectations, implementation substance, and judgment formation.
Summaries are AI-assisted. Always refer to the original paper for authoritative conclusions.
Peer-reviewed🌍 GlobalJournalEnvironmental Research Communications2026#Energy TransitionDOI
Energy transition pathways in Vietnam: an AIM/CGE model analysis of decarbonization strategies
M. Tran, P. H. Nguyen, T. Tran
This study uses the AIM/CGE model to analyze four scenarios (BaU, ACT, CTP, MTP) for Vietnam's energy transition to 2050. The ACT scenario achieves the deepest decarbonization with renewables contributing 39.25% of primary energy and solar/…
Peer-reviewedJournalUPRAVLENIE / MANAGEMENT (Russia)2026#Renewable EnergyDOI
Comprehensive technical and economic assessment of competing renewable sources and prospects for green energy development in Vietnam
M. Nguyen, T. Ponomarenko, V. T. Nguyen
This study assesses renewable energy potential in Vietnam for energy transition, covering solar, wind, small hydro, and biomass. It develops a comprehensive feasibility methodology using technical, economic, social, and environmental criter…
Peer-reviewedJournalAdvancement of science2026#HydrogenDOI
Physics‐Constrained Constitutive Learning of Rate‐Limiting Timescales for Efficient Hydrogen‐Based Direct Reduction for Green Steel Making
Anurag Bajpai, B. Ratzker, P. Cavaliere +1
This paper develops a framework to infer reaction and transport timescales from reduction trajectories for hydrogen-based direct reduction, showing that internal diffusion dominates at intermediate to high conversion. Temperature and hydrog…
Peer-reviewedCNJournalStrategic Planning for Energy and the Environment2026#Energy TransitionDOI
Study on Decarbonization Potential and Scale-up Path of Abandoned Coal Mine Compressed Air Energy Storage System
Ning Xiao
This paper quantifies the decarbonization potential of compressed air energy storage (CAES) systems using abandoned coal mines. A triple synergistic model of direct, indirect, and sequestration-based emission reductions shows a 200 MW syste…
Peer-reviewed🇺🇸 USAJournalEPRA International Journal of Climate and Resource Economic Review2026#Energy EfficiencyDOI
ENERGY EFFICIENCY IN U.S. CONSTRUCTION: A SYSTEMATIC REVIEW AND THEMATIC SYNTHESIS OF GREEN BUILDING TECHNOLOGIES AND PERFORMANCE OUTCOMES
Ayotunde Daniel Akindele
This systematic review of 22 U.S. studies on green building technologies (2011-2025) shows that targeted HVAC and envelope retrofits achieve reliable energy savings (57-61% HVAC reduction, 47% whole-home savings), while LEED certification e…
Peer-reviewed🌍 GlobalJournalSustainable Development2026#Energy TransitionDOI
Green Technology and Financial Innovation Synergies for Sustainable Energy Transitions in Central Asia
Hui Liang, T. Morgan
This study examines the impact of fintech, green technology, and natural resources on energy transition and carbon emissions in five Central Asian countries from 2000-2021. Using quantile regression and CS-ARDL, it finds that natural resour…
Peer-reviewed🇪🇺 EuropeJournalRomanian Economic Journal2026#Energy TransitionDOI
Energy Security and Green Transition in Times of Economic Turmoil: Comparative Insights from Romania and Spain
Andreea Maria Mănescu, Victoria Barcenas Tous
This study compares how Romania and Spain balanced energy security and decarbonization under economic turmoil from 2010 to 2024. Spain's rapid wind and solar expansion lowered carbon intensity but increased exposure to gas price spikes. Rom…
SAE technical paper series2026#HydrogenDOI
Mathematical Modeling and Genetic Algorithm-Based Energy Management in Hydrogen PEM Fuel Cell Electric Vehicles
R. Mulik, Porpatham E, A. Senthilkumar
This paper develops a high-fidelity mathematical model of a hydrogen PEM fuel cell electric vehicle and implements a Genetic Algorithm-based Energy Management Strategy (EMS). The GA-EMS optimizes power split between fuel cell and battery, a…
Peer-reviewedJournalDiscover Sustainability2026#HydrogenDOI
Research on the optimization design method of solar-wind-hydrogen hybrid energy system based on NSGA-II and entropy-weight TOPSIS framework
Ying Wang, Xun Dong, Jian Wang
This paper proposes an optimization design method for a solar-wind-hydrogen hybrid energy system using NSGA-II and entropy-weight TOPSIS. The multi-objective approach balances cost, efficiency, and environmental impact, enabling effective s…
Peer-reviewed🇪🇺 EuropeJournalProcesses2026#HydrogenDOI
Hydrogen Production from Agro-Industrial Residues of the Wine Industry: A Techno-Economic Analysis
Enrico Sola, Niccolò Fantasia, M. Puglia +4
This study simulates an integrated system converting viticulture residues (prunings and stalks) into hydrogen via pretreatment, gasification, and upgrading. Four supply scenarios show that combining both residues yields the highest hydrogen…
Peer-reviewedJournalBiomass Conversion and Biorefinery2026#HydrogenDOI
Hydrothermal liquefaction and gasification of industrial waste algae: experimental and AI-Assisted optimization for biofuel and hydrogen production
Deepankumar S, Senthil Kumar K L
This study explores hydrothermal liquefaction and gasification of industrial waste algae for biofuel and hydrogen production, using AI-assisted optimization to enhance process efficiency. Experimental data combined with machine learning mod…
Peer-reviewedCNJournalFrontiers in Energy Research2026#HydrogenDOI
Development of hydrogen energy and estimation of policy subsidy intensity: a benchmarking analysis based on wind and solar energy development
Haoshuai Jia, Hai Jiang, Wangyinhao Chen +2
This paper benchmarks China's wind and solar policy to estimate optimal subsidy intensity for hydrogen energy. It constructs a model showing an 18% learning rate achieves balance, and proposes policies including green hydrogen certification…
Peer-reviewedJournalInternational Journal of Energy Economics and Policy2026#Renewable EnergyDOI
The Role of Green Economy in the Sustainable Development of Agro-Industrial Complex: Evidence from Uzbekistan
Boboev Akmal Chorievich, Kurbonova Khurshida Idievna, Ochilov Sherali Barotovich +4
This study investigates the impact of green economy factors on Uzbekistan's agro-industrial complex from 1991-2024 using an ARDL model. Findings show that renewable energy production and rational fertilizer use significantly enhance food pr…
Peer-reviewedJournalInternational Journal For Multidisciplinary Research2026#Transition FinanceDOI
The Role of Green Finance in Promoting Industrial Innovation and Decent Employment in India
Sunil Hegde, Rishabh Bajaj, Rishav Sah +2
This paper analyzes the role of green finance in India's Viksit Bharat 2047 vision. It finds that green financial instruments such as green bonds and ESG investments have boosted renewable energy and clean technology, creating decent jobs i…
Peer-reviewedJournalFrontiers in Energy Research2026#HydrogenDOI
Bioelectrochemical hydrogen production from agro-industrial wastewater: key breakthroughs and challenges
Syrine Berhouma, Nesrine Saidi, Ghada Sellami +5
This review examines bioelectrochemical hydrogen production from agro-industrial wastewater using microbial electrolysis cells (MECs). It analyzes reactor components, microbial consortia, and wastewater composition, identifying challenges l…
Peer-reviewedCNJournalEnergy Informatics2026#HydrogenDOI
A day-ahead and intraday scheduling method for polysilicon industrial parks with wind power integration based on flexible hydrogen production coupling
Yulong Yang, Chunye Qu, Songnan Wang +2
This paper proposes a scheduling method for polysilicon industrial parks integrating wind power and flexible hydrogen production. It optimizes day-ahead and intraday operations to balance supply-demand fluctuations, enhancing renewable ener…
🇪🇺 Europe2026#Renewable Energy
Stable and Renewable: Assessing the Reliability of a Fully Renewable European Energy System
D. Franzmann, Nils Ludwig, J. Linssen +2
This paper evaluates the reliability of a fully renewable European energy system in 2050, finding that a cost-optimal system can achieve reliability comparable to fossil-based systems (0.03% loss of load). Outages mainly affect industrial s…
Peer-reviewed🇪🇺 EuropeJournalEnergy, Sustainability and Society2026#HydrogenDOI
Social acceptance of a hydrogen-driven industrial transition in North Rhine-Westphalia, Germany
Laura Altstadt, Aileen Reichmann, Nora Weber +1
This study examines social acceptance of a hydrogen-driven industrial transition in North Rhine-Westphalia, Germany. It highlights the importance of community support for hydrogen deployment, providing insights for policy and business strat…
Peer-reviewed🇪🇺 EuropeJournalEnergies2026#Energy TransitionDOI
Limitation of Power-to-Methanol: Identifying the Barriers of Bridging Energy and Bio-Carbon to Produce Decentralized Renewable Methanol via Integrated Economical and Environmental Evaluation
Hans Gelten, Kim Hemmer, B. Aalderink +2
This study evaluates Power-to-Methanol (PtM) deployment in the Netherlands via two biogenic carbon pathways: CO2 hydrogenation with green hydrogen and dry methane reforming (DMR) of biogas. Both routes yield levelized costs around €2630/ton…
Peer-reviewed🇪🇺 EuropeJournal"EСONOMY. FINANСES. MANAGEMENT: Topical issues of science and practical activity"2026#HydrogenDOI
FINANCIAL INSTRUMENTS FOR STIMULATING INVESTMENT IN GREEN HYDROGEN PRODUCTION PROJECTS: EU EXPERIENCE AND PERSPECTIVES FOR GEORGIA AND UKRAINE
K. Goletiani
This paper analyzes the evolution of EU financial instruments for green hydrogen, shifting from CAPEX subsidies to OPEX support via the European Hydrogen Bank's competitive auctions. It identifies barriers in Georgia and Ukraine, such as hi…