GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 14 contributing 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🌍 GlobalJournalSustainable Production and Consumption2026#Energy TransitionDOI
From linear to circular solar PV supply chains: A system dynamics approach toward sustainable poverty alleviation
Yağmur Arıöz, İbrahim Yılmaz
This paper proposes a system dynamics model to transition solar PV supply chains from linear to circular, analyzing impacts on sustainable poverty alleviation. It demonstrates potential for improved resource efficiency and social benefits.
Peer-reviewed🌍 GlobalJournalDiscover Soil.2026#Climate ScienceDOI
Restoration-driven soil processes regulating organic carbon accumulation and stabilization in restored ecosystems
Jyotirmay Roy, Suman Dutta, Subhajeet Sarkar +2
This systematic review synthesizes global literature (2000-2024) on how restoration interventions (afforestation, grazing exclusion, etc.) modify soil properties to enhance organic carbon accumulation and stabilization. It highlights the ro…
Peer-reviewed🌍 GlobalJournalEnergy Research & Social Science2026#Energy TransitionDOI
How China overtook Europe and America in clean-tech transitions (2000–2025): Combining socio-technical transition and political economy theories to analyse global industrial shifts
Frank W. Geels
This paper explains China's dominance in clean-tech (solar, wind, EVs, batteries) by combining socio-technical transition and political economy theories. It argues that EU/US institutions gave incumbents policy access, weakening policies, w…
Peer-reviewed🌍 GlobalJournalGlobal Challenges2026#Energy TransitionDOI
Just Transition Toward Clean Energy Access With Focus on Lead‐Based Perovskite Solar Cell Technology: Lessons, Experiences, and Future Perspectives
Benjamin K. Korir, George G. Njema, Mojeed A. Agoro +2
This review integrates environmental risks, recycling feasibility, and circular economy models of perovskite solar cells (PSCs) within an energy justice framework, focusing on equitable energy access in sub-Saharan Africa, Indo-Pacific, and…
Peer-reviewedJournalOPEC Energy Review2026#Renewable EnergyDOI
Post‐Oil Transition and Capital Intensity: Firm‐Level Evidence on Renewable Energy and Environmental Performance in Saudi Arabia
Chokri Zehri
This study examines how renewable energy strategies under Saudi Arabia's Vision 2030 affect environmental sustainability, using data from 42 listed firms (2012-2023). Employing System GMM and panel VAR, it finds that a 1% increase in clean …
Peer-reviewed🇪🇺 EuropeJournalEnergies2026#AI × ESGDOI
Power Systems Transition Simulation Using Artificial Neural Networks and Surrogate Modelling
Antans Sauhats, Diāna Žalostība, Roman Petrichenko +4
This paper proposes an AI-based surrogate modeling framework using artificial neural networks (ANNs) to accelerate long-term power system transition planning. By combining stochastic scenario generation with detailed simulations and ANN sur…
Preprint🇯🇵→🌍 Japan-to-Global🇯🇵 JapanResearch Square2026#Energy TransitionDOI
Indirect electrification enables the 2°C goal without reliance on carbon dioxide removal
Hitomi Eto, S. MORI, Ken Oshiro +1
This paper quantitatively demonstrates that indirect electrification (using electricity-derived fuels like hydrogen and synthetic fuels) can achieve the 2°C goal without relying on carbon dioxide removal. The analysis by Kyoto and Hokkaido …
DatasetHarvard Dataverse2026#Energy TransitionDOI
Replication Data for: Soltybayeva, S., Neafie, J., Junussova, M. and Bayramov, E. (2026) 'Who Supports the Energy Transition? Regional Attitudes and the Politics of Energy Reform in Kazakhstan', working paper, Nazarbayev University, Astana.
Jessica Neafie
This dataset provides survey data from 1,014 adults across 19 Kazakh cities, stratified by urban economic type (e.g., coal-dependent, oil and gas), to analyze public attitudes toward a just energy transition. It includes an Energy Transitio…
Peer-reviewed🌍 GlobalJournalSN Social Sciences2026#Energy TransitionDOI
The stability trap and the Biomass Paradox: conditional evidence from a hybrid ARDL-DML analysis of just energy transitions in the Global South
Saqib Munir, Mushab Rashid, Haider Ali Shams`
This paper empirically analyzes the relationship between energy transitions and political/social stability in Global South countries using a hybrid ARDL-DML approach. It conditionally examines the 'stability trap' and the 'biomass paradox,'…
Peer-reviewed🌍 GlobalJournalEnergy Research & Social Science2026#Energy TransitionDOI
The cooling paradox: Rising air conditioner adoption in Bangladesh as a driver of energy insecurity and compounding climate risk
Md Shahinur Rahman, Dana Sikder, Khadizatul Kobra
This paper analyzes the structural paradox of rising AC adoption in Bangladesh, which deepens energy insecurity and emissions. By 2040, AC-related electricity demand could reach 56% of current national generation, and cooling-sector emissio…
PreprintZenodo2026#Renewable EnergyDOI
Opportunities for implementing alternative energy sources to enhance energy efficiency in agriculture
Akbarov, Alikram, Huseynov, Elvin
This paper reviews the potential of alternative energy sources (solar, wind, biomass, biogas, small hydro) in agriculture, highlighting solar for irrigation pumps and greenhouses. Biogas from organic waste offers dual benefits. Challenges i…
🇪🇺 EuropeDatasetZenodo2026#Energy TransitionDOI
European Heat Pump Keymark Population Dataset and COP Models for Cold-Climate Building Simulation
Võsa, Karl-Villem, Simson, Raimo, Mikola, Alo +1
A statistical treatment of the European Heat Pump KEYMARK certification corpus yields population-level COP models for air-to-water heat pumps, validated against EN 14825 SCOP, with Estonian climate data and conversion code for dynamic build…
PreprintZenodo2026#Energy EfficiencyDOI
Carbon Emission in Cloud Data Centers: A Comparative Analysis of Cloud and On-Premise Infrastructure
Md Abdullah All Noman
This study compares energy efficiency and carbon emissions of cloud versus on-premise data centers, showing cloud achieves 87.8% lower annual energy consumption for equivalent workloads. With renewable energy grids, emissions drop an additi…
PreprintZenodo2026#PolicyDOI
A Sovereign Permissioning Framework for Carbon Removal, Residual Emissions and the Completion of Net Zero
Ryder, John F.
This paper proposes a sovereign permissioning framework for handling residual emissions in the final stage of net-zero. Residual status requires passing a contestable system-function test, not willingness to pay. It introduces institutions …
🇺🇸 USADatasetZenodo2026#AI × ESGDOI
FedProcCarbon v1.0: embodied greenhouse-gas emissions of United States federal goods procurement, FY2015-FY2024, resolved to NAICS-6 by month
Sejan, Sajid Hassan, Apu, Arman Hossain
This dataset provides monthly embodied GHG emissions for 616 NAICS-6 commodities from US federal procurement (FY2015-FY2024), covering $2.77 trillion and 486.9 MtCO2e. It exactly joins contract obligations with EPA emission factors, validat…
Preprint🇪🇺 EuropeZenodo2026#carbon_sequestrationDOI
Spatio-temporal dynamics of biochar application as a climate tool in European agriculture: Economic insights
Dilnessa, Addisu A., Elofsson, Katarina, Schneider, Uwe
This study analyzes the economic benefits of biochar application in EU agricultural soils from 2020 to 2050 using a dynamic optimization model. Biochar becomes economically viable within a decade, with optimal carbon stocks reaching 0.6-6.8…
Preprint🇪🇺 EuropeZenodo2026#PolicyDOI
D4.1 - NECP Man0EUvRE vision: Analyses of the NECPs of the considered countries
Charousset-Brignol, Sandrine, Marie-Ann Evans Calmels, Arvesen, Anders +16
This report evaluates the National Energy and Climate Plans (NECPs) of EU member states, aiming to improve and coordinate European energy system modeling. It analyzes the NECPs of Spain, Norway, Sweden, Germany, Turkey, Greece, France, Port…
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
Between Aeolus and Poseidon: The construction of offshore wind energy in Portugal
Santos, Catarina
This ethnographic study examines how offshore wind energy is socially constructed in Portugal before any turbines are installed. Using the 2025 Offshore Renewable Energy Allocation Plan as a case, it analyzes how the energy transition unfol…
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
Mathematical Tool Kit
Kondratenko, Aleksander, Yeh, Sonia, Libertson, Frans +2
This report presents a mathematical toolkit for simulating grid impacts of port electrification and proposes standardized evaluation methodologies. It develops a three-phase typology of port electrification, frameworks for optimal charger p…
Peer-reviewedJournal#Energy Transition
Upstream costs of the energy transition: differentiated mechanisms of economic-environmental synergy in lithium development systems.
(著者不明)
This paper analyzes upstream costs in lithium development systems, focusing on differentiated mechanisms of economic-environmental synergy. It provides insights for sustainable resource development in the energy transition.