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-reviewedJournalEnergy and Buildings2026#Energy EfficiencyDOI
Assessing the applicability of 5th-generation district heating and cooling for energy-efficient retrofits in a net zero energy campus
Won-Jong Choi, Wangje Lee, Jongkyu Kim +2
This study assesses the applicability of 5th-generation district heating and cooling (5GDHC) systems for energy-efficient retrofits in a net-zero energy campus. It analyzes the use of low-temperature thermal networks and distributed heat pu…
Peer-reviewedJournalJournal of Cleaner Production2026#AI × ESGDOI
Carbon-aware production scheduling for industrial decarbonization: An artificial intelligence framework integrating environmental and public health co-benefits
Samia Elattar
This paper proposes an AI framework for carbon-aware production scheduling that integrates environmental and public health co-benefits, enabling efficient emission reductions for industrial decarbonization.
Peer-reviewed🌍 GlobalJournalSustainable Energy Technologies and Assessments2026#Energy EfficiencyDOI
Energy efficiency and decarbonization in the paper industry: A review of drying technology and high-temperature heat pumps
Osama Ali Ahmed Awan, Johannes Lunewski, Jay Raval +3
This review examines energy efficiency and decarbonization in the paper industry, focusing on drying technology and high-temperature heat pumps. It discusses technical options and industry-specific challenges, providing a useful overview fo…
Peer-reviewed🇪🇺 EuropeJournalJournal of Marine Science and Engineering2026#Energy TransitionDOI
Segment-Based Multi-Criteria Dynamic Assessment of the Rational Applicability of Decarbonization Technologies to Commercial Fishing Vessels
Žilvinas Vainoras, Sergejus Lebedevas
This paper develops a segment-based multi-criteria dynamic assessment framework for evaluating ten decarbonization technologies for commercial fishing vessels (medium-to-large trawlers). The 2026 baseline shows operational measures and sust…
Peer-reviewedJournalApplied Thermal Engineering2026#Energy TransitionDOI
Advanced combined and Split Ammonia direct-injection strategies for high efficiency and Decarbonization in dual-fuel engines
Ruiling Duan, Yanchao Zhu, Yuchun Xie +3
This paper proposes advanced direct-injection strategies for ammonia in dual-fuel engines, aiming to achieve high efficiency and decarbonization.
Peer-reviewedJournalInternational Journal of Hydrogen Energy2026#HydrogenDOI
Geologic H2 generation with simultaneous CO2 mineralization: A dual strategy for energy decarbonization
Conghao Yi, Catherine A. Peters, David R. Cole
This paper proposes a dual strategy combining geologic hydrogen (H2) generation with simultaneous CO2 mineralization. It demonstrates the potential to achieve energy decarbonization by fixing CO2 underground during H2 production. This appro…
Peer-reviewedJournalTransportation Research Part D: Transport and Environment2026#HydrogenDOI
The potential of heavy-duty hydrogen fuel cell vehicles: Decarbonization and policy implications
Baixue Peng, Siyuan Chen, Longzhi Lu +3
This paper examines the potential of heavy-duty hydrogen fuel cell vehicles for decarbonization, analyzing policy implications. It assesses the role of hydrogen in heavy transport and provides insights for policymakers on scaling up fuel ce…
Peer-reviewed🇪🇺 EuropeJournalBMC Health Services Research2026#OtherDOI
Engaging patients in the decarbonisation of primary care: findings from a cross-sectional survey in England
Naomi Klepacz, Olivia Geddes, Frederik Dahlmann +7
This cross-sectional study investigates patient engagement in decarbonising primary care in England. It analyses patient awareness and willingness to participate in carbon reduction efforts, offering insights for healthcare decarbonisation …
Peer-reviewed🌍 GlobalJournalSustainable Energy Technologies and Assessments2026#Energy TransitionDOI
From potential to deployment: a system-level review of electrofuels for maritime decarbonisation
Nolla Todorović, Ivana Jovanović, Ailong Fan +1
This review provides a system-level analysis of electrofuels for maritime decarbonization, evaluating technical challenges and cost barriers, and proposing policy frameworks for deployment.
Peer-reviewedJournalConstruction and Building Materials2025#CCUSDOI
Improved CO2 retention performance of magnesium oxychloride cement through the synergistic effect of solid waste MgO
Li Y.
This study reports that adding waste-derived MgO improves the CO2 retention performance of magnesium oxychloride cement (MOC). It demonstrates a method that simultaneously utilizes industrial byproducts and enhances the carbon fixation capa…
Peer-reviewedJournalAdvanced Sustainable Systems2025#HydrogenDOI
Green Hydrogen and Its Supply Chain. A Critical Assessment of the Environmental Impacts
Sola A.
This paper critically assesses the environmental impacts of the green hydrogen supply chain, from production via electrolysis to transportation and end-use. It highlights trade-offs such as renewable energy demands, water consumption, and l…
Peer-reviewedJournalShanghai Ligong Daxue Xuebao Journal of University of Shanghai for Science and Technology2026#CCUSDOI
Optimization scheduling of low-carbon park comprehensive energy system considering CCUS-HECU
Hu W.
This paper addresses the optimization scheduling problem of a comprehensive energy system in a low-carbon park, considering CCUS and HECU (Hydrogen Energy Coupling Unit). It proposes a system design method aiming to balance energy efficienc…
Peer-reviewedJournalEnergy and Fuels2025#HydrogenDOI
A Mini Review on Smart Hydrogen: The Role of AI in Revolutionizing Green Hydrogen Systems
Ghosh R.
This mini review outlines the application of artificial intelligence in green hydrogen systems, focusing on AI-driven optimization and prediction to improve hydrogen generation efficiency, and suggests future research directions.
Peer-reviewedJournalGreenhouse Gases Science and Technology2025#CCUSDOI
Research and Prospect of CCUS-EOR Technology and Carbon Emission Reduction Accounting Evaluation
Lu Y.
This paper reviews the current state and prospects of CCUS-EOR technology and discusses accounting evaluation methods for carbon emission reduction. It identifies technical challenges and future directions.
Peer-reviewedJournalConstruction and Building Materials2025#CCUSDOI
Evaluation on the ability of carbon capture, utilization and storage of cementitious pastes incorporated with CO2-free and CO2-saturated biochar
Tan S.
This paper evaluates the carbon capture, utilization, and storage (CCUS) capability of cementitious pastes incorporating CO2-free and CO2-saturated biochar. It demonstrates the potential of biochar-based construction materials for carbon se…
Peer-reviewedJournalSustainability Accounting, Management and Policy Journal2024#Climate FinanceDOI
Catalyzing the growth of green bonds: a closer look at the drivers and barriers of the Canadian green bond market
Saravade V.
This paper examines the drivers and barriers for green bond market growth in Canada, offering insights for scaling climate finance through policy and market mechanisms.
Peer-reviewed🌍 GlobalJournalChina Finance Review International2025#Climate FinanceDOI
The impact of green finance and FinTech mechanisms on financial stability: evidence from advanced and emerging economies
Kashif M.
This study empirically examines the impact of green finance and FinTech mechanisms on financial stability using data from advanced and emerging economies, offering insights into systemic risk evaluation.
Peer-reviewed🇪🇺 EuropeJournalEnergy Economics2025#Carbon PricingDOI
Rising inequality in the European Union under stringent climate policy: Internal challenges of carbon border adjustment mechanism
Zhao H.
This paper analyzes how the EU's stringent climate policy, particularly the Carbon Border Adjustment Mechanism (CBAM), may exacerbate inequality within the Union. It examines the negative spillover effects on low-income groups and specific …
Peer-reviewedJournalEnergy Policy2013#Carbon PricingDOI
Emission trading and international competition: The impact of labor market rigidity on technology adoption and output
Caparrós A.
This paper analyzes the impact of emissions trading on technology adoption and output under international competition. It highlights that labor market rigidity increases adjustment costs, potentially weakening technology adoption effects. P…
Peer-reviewed🇪🇺 EuropeJournalWirtschaftsdienst2026#Carbon PricingDOI
A roadmap for the reform of the European emissions trading scheme
Pahle M.
This paper provides a roadmap for reforming the European Emissions Trading System (EU ETS), analyzing policy options to strengthen and expand the scheme.