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🇪🇺 EuropeJournalTransfer: European Review of Labour and Research2026#PolicyDOI
How can trade unions act strategically in response to decarbonisation? Union strategic capacity and automotive transition policies in Germany, Spain and the UK
Benjamin Crawford, Marion Dumas, Fergus Green +2
This paper analyzes trade unions' strategic capacity in response to internal combustion engine phase-out policies, based on case studies in Germany, Spain, and the UK. It highlights how unions must simultaneously address climate, industrial…
Peer-reviewedJournalMaritime Transport Research2026#Energy TransitionDOI
Shipping decarbonization pathways assessment by solving Tramp Fleet Renewal and Retrofit Problems
Alberto Tamburini, Kjetil Fagerholt, Benjamin Lagemann +1
This paper proposes a methodology to assess shipping decarbonization pathways by formulating and solving tramp fleet renewal and retrofit problems. It derives optimal investment strategies considering vessel age and operational patterns, ou…
Preprint🇺🇸 USA2026#Energy TransitionDOI
Correlated uncertainty propagation enables multi-impact decision support for electrical system decarbonization
Amir M. Gazar, Chloe Jackson, Georgia Mavrommati +2
This paper introduces PHASED, a model that propagates correlated uncertainties in electrical system decarbonization planning. Applied to eight New England pathways, it achieves over 90% confidence in pairwise cost differences despite overla…
Peer-reviewedJournalDiscover Environment2026#Energy TransitionDOI
Assessment of alternative decarbonization processes in pre-fabricated steel production
Sara Harb, Ibrahim S. Abotaleb, Hossam Jacoup +1
This paper assesses alternative decarbonization processes in pre-fabricated steel production, a key hard-to-abate sector. It likely compares hydrogen-based reduction, CCUS, and other low-carbon technologies. The findings can inform transiti…
Peer-reviewedJournalInternational Sustainable Energy Conference - Proceedings2026#Energy TransitionDOI
Industrial Electrification Potential for Decarbonization in Quebec
Soseh Zadoorian, Omar Mostafa, Etienne Bernier +1
This study assesses the electrification potential of 13 energy-intensive industrial sub-sectors in Quebec using a bottom-up analysis of fossil fuel consumption and electro-technology applicability. Low- and medium-temperature processes show…
Peer-reviewedJournalNature Food2026#Climate ScienceDOI
Counting ozone reveals larger gains of decarbonization
Qinan Lu
This study shows that when ozone reduction benefits are counted alongside carbon reductions, the net gains from decarbonization are significantly larger than previously estimated. By quantifying air quality co-benefits, it strengthens the e…
PreprintResearch Square2026#HydrogenDOI
Digital Twin and Machine Learning-Based Diagnostics for PEM Electrolyzer
Diop M, Skorek AW, Moustapha Diop M
This paper proposes a hybrid system combining digital twin and machine learning for real-time anomaly detection in PEM electrolyzers. Using Azure Machine Learning, it predicts current, voltage, and hydrogen flow rate, visualized in a digita…
🌍 GlobalDatasetZenodo2026#HydrogenDOI
Regionalized dataset for historical hydrogen production and use
Campos-Rodríguez, Juan Manuel, Capellán-Pérez, Iñigo, Trapani, Davide +6
This open dataset provides annual hydrogen production by process and sectoral consumption for 36 global regions from 2005 to 2023. It supports energy system models and integrated assessment models (IAMs) in analyzing hydrogen-based transiti…
PreprintZenodo2026#PolicyDOI
Conservative Party of Canada — Federal Election Platform 2021 Report
Open Insights
This report assesses the Conservative Party of Canada's 2021 federal election platform using the Energy Policy Monitor. Compared to a current-policies baseline, it estimates a 6% reduction in 2030 emissions (to ~633 Mt CO2e) and a 910 PJ de…
DatasetZenodo2026#Energy TransitionDOI
UZBEKISTAN'S GREEN INDUSTRY CHALLENGE: MODERNIZING SOVIET-ERA PRODUCTION FOR A LOW-CARBON FUTURE
Ibragimov Umidjon Ubaydullayevich
This study examines Uzbekistan's transition from Soviet-era industry to a low-carbon economy. Despite a 51% reduction in carbon intensity, absolute CO₂ emissions rose 25.7% from 2017-2023. Renewable capacity expanded from near-zero to 1.8 G…
Preprint🌍 GlobalZenodo2026#PolicyDOI
Global Status Report for Buildings and Construction 2025–2026: As climate risks rise and cities grow, we must rethink how we build to create better lives for all
Hamilton, Ian, Kennard, Harry, Hsu, Shih-Che +16
The 2025/2026 Global Status Report for Buildings and Construction finds the sector accounts for 37% of global emissions and nearly 50% of material extraction, remaining off track for Paris Agreement goals. It benchmarks progress in building…
Peer-reviewedCNJournalSustainability2026#Climate FinanceDOI
The Impact of Green Credit on Agricultural Carbon Emissions: Spatial Spillover Effects and Channels in China
Yuzhen Deng, Zhicheng Yang, Litian Yang +2
This study uses panel data from 30 Chinese provinces (2005-2022) to examine the impact of green credit on agricultural carbon emission intensity (ACEI). It finds significant spatial spillover effects, with green credit reducing ACEI both wi…
PreprintCN2026#Carbon PricingDOI
Does Market-Based Allocation of Environmental Resources Affect Income Inequality? Evidence from China’s Carbon Emissions Trading Pilots
Lei Hu, Xiping Liu, Yu Shen +2
This paper examines the impact of China's carbon emissions trading pilot (CETP) on urban-rural income inequality using a multi-period difference-in-differences model with city-level panel data (2004-2024). The CETP significantly reduces the…
Peer-reviewed🌍 GlobalJournalJournal of Business and Socio-economic Development2026#ESGDOI
Unpacking the link between ESG disclosure and firm performance in emerging economies
Bahaa Subhi Awwad, Najwan Ibrahim Jadallah, Udo Christian Braendle
This study examines ESG disclosure and firm performance for listed firms in Palestine and Jordan (2015-2024). Overall ESG disclosure positively correlates with ROA and Tobin's Q. Environmental and social disclosures have mixed effects, whil…
Peer-reviewedCNJournalAsian Journal of Water, Environment and Pollution2026#Climate ScienceDOI
Unraveling urban greenhouse gas variability in Hefei: Integrating anthropogenic, biogenic, and transport controls on carbon dioxide and methane
Dandan Liu, Xiangyuan Liu, Ke Tang +1
This study analyzes long-term XCO2 and XCH4 variability in Hefei using satellite, ground, and modeling data. XCO2 growth rate (2.41 ppm/yr) exceeds global average, with a seasonal peak in autumn. Strong anthropogenic combustion influence in…
Peer-reviewed🌍 GlobalJournalApplied Mathematical Finance2026#Carbon PricingDOI
Multi-Agent Reinforcement Learning for Greenhouse Gas Offset Credit Markets
Liam Welsh, Udit Grover, Sebastian Jaimungal
This paper proposes a multi-agent reinforcement learning model to optimize trading strategies in greenhouse gas offset credit markets. It simulates interactions among market participants and analyzes carbon price formation and credit distri…
Peer-reviewedJournalResearch in Agricultural Sciences2026#Carbon AccountingDOI
Industrial Greenhouse Gas Emissions and Carbon Footprint in Horticulture
Muhammed Küpe
This review examines industrial greenhouse gas emissions and carbon footprint in horticulture, evaluating the impact of energy use and input intensity. It finds that perennial systems like orchards have better carbon balances due to biomass…
Peer-reviewed🇺🇸 USAJournalInternational Theory2026#Climate FinanceDOI
Hype cycles or norm cascades? Making sense of the Glasgow Financial Alliance for Net Zero
Christian Elliott
Analyzes the rapid growth and decline of the Glasgow Financial Alliance for Net Zero (GFANZ) and its affiliate initiatives (NZIA, NZBA, NAMI). Proposes a 'hype cycle' model over the traditional norm cascade theory, showing that ambiguity an…
Peer-reviewed🇪🇺 EuropeJournalEnergies2026#HydrogenDOI
Driving Decarbonization: A Life Cycle Assessment of Road Freight Transport Using Locally Produced Green Hydrogen in The Netherlands
Ruben van den Berg, Daniël Bakker, Coen van der Giesen +2
This study performs a life cycle assessment of four truck types (FCEV, HICEV, BEV, diesel) for road freight transport in the Netherlands, comparing locally produced green hydrogen, electricity, and diesel. It finds that FCEV and HICEV achie…
Peer-reviewedJournalEnvironmental Progress & Sustainable Energy2026#HydrogenDOI
Machine learning–assisted multi‐objective optimization of hydrogen‐integrated nanoparticle biodiesel blends for sustainable diesel engine decarbonization
Kaushal Rajput, Osama Khan
This study optimizes biodiesel blends from Pontederia crassipes with hydrogen and nanoparticles for diesel engines using ANN-k means clustering. Titanium dioxide emerged as the best nanoparticle, achieving 33% brake thermal efficiency, 240 …