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-reviewedJournalChemical Papers2026#AI × ESGDOI
Rheological characterization of alginate/Fe3O4 composite suspensions: machine learning analysis and carbon footprint assessment
Ahmet Eser, M. Sadrettin Zeybek, Ayşe Dinçer +2
This study uses machine learning to analyze the rheological properties of alginate/Fe3O4 composite suspensions and simultaneously assesses the carbon footprint of the process. ML models predict rheological parameters such as viscosity and e…
Peer-reviewed🇨🇳 ChinaJournalEcological Indicators2026#Climate ScienceDOI
The seasonal dominance mechanism of temperature and runoff on the carbon residence time and the dynamic imbalance of carbon cycle in the Pearl River Basin
Bingyi Wang, Kun Wu, Yulei Xie +2
This study quantifies seasonal dynamics of carbon residence time (CRT) in the Pearl River Basin's vegetation-litter-soil continuum using structural equation modeling and threshold detection. Results show that winter carbon loss intensifies …
Peer-reviewedJournalZenodo (CERN European Organization for Nuclear Research)2026#OtherDOI
Hemp Carbon Vitrimer Platform (HCVP)
Landry Hemp Carbon Materials Research Program
This research proposes the Hemp Carbon Vitrimer Platform (HCVP), an integrated materials system transforming industrial hemp biomass into advanced recyclable composites. It combines bio-based vitrimer resins with hemp-derived carbon reinfor…
Peer-reviewedJournalForest Policy and Economics2026#Carbon AccountingDOI
Credible MRV as the backbone of blue carbon governance: Lessons from Indonesia's mangroves
Onrizal Onrizal, Virni Arifanti, Kiswanto
This paper discusses the critical role of credible Monitoring, Reporting, and Verification (MRV) in blue carbon governance, using Indonesia's mangroves as a case study. It argues that robust MRV systems ensure the integrity of carbon credit…
Peer-reviewedJournalNext Sustainability2026#BiodiversityDOI
Nature-based solutions for natural hazards in Costa Rica: Evidence, gaps, and challenges
Adolfo Quesada-Román, Manuel Peralta-Reyes, Miguel Cifuentes
This systematic literature review examines Nature-based Solutions (NbS) for natural hazard management in Costa Rica, showing a marked increase in publications since 2007. Interventions are concentrated in watershed and forested landscapes t…
🇺🇸 USADatasetZenodo (CERN European Organization for Nuclear Research)2026#CCUSDOI
Data and Code for "Supply chain carbon penalties of U.S. carbon capture deployment: An EEIO-based assessment of net abatement performance"
Gaurav Kattel
This paper provides datasets and computational scripts to quantify economy-wide emissions implications of carbon capture and storage deployment in the U.S. using a 402-sector environmentally extended input-output model. It assesses net abat…
Peer-reviewedJournalZenodo (CERN European Organization for Nuclear Research)2026#Energy EfficiencyDOI
A Value-Based Decision Support Framework for Low-Carbon Prefabricated Buildings: Leveraging BIM and Life-Cycle Optimization for Sustainable Urban Construction
Nan Fang
This paper proposes a decision-support framework for designing and constructing low-carbon prefabricated buildings. It integrates Building Information Modeling (BIM) and life-cycle optimization to balance economic value and environmental pe…
Peer-reviewed🇨🇳 ChinaJournalEvolutionary Intelligence2026#AI × ESGDOI
Q-learning based feedback optimization for low-carbon type-2 fuzzy flexible job shop scheduling
Ziming Xue, Jun Zhou
This paper proposes a Q-learning-based feedback optimization method for low-carbon flexible job shop scheduling. It uses type-2 fuzzy sets to handle uncertainty and optimizes for reduced energy consumption and carbon emissions.
Peer-reviewed🇨🇳 ChinaJournalApplied Energy2026#HydrogenDOI
Low-carbon scheduling for integrated electricity-hydrogen-gas systems with coordinated line-pack and tank-truck effects
Yunpeng Jiang, Chenhui Lin, Guannan Wu +1
This paper proposes a low-carbon scheduling model for integrated electricity-hydrogen-gas systems, considering line-pack effects of natural gas pipelines and hydrogen tank-truck transport. The model enhances operational flexibility and redu…
🇨🇳 ChinaJournalMarine Pollution Bulletin2026#Energy EfficiencyDOI
CFD-based approaches for low-carbon shipping: A systematic review
Ranqi Ma, Zhiqiang Tang, Haoyang Zhao +6
This systematic review examines CFD-based approaches for low-carbon shipping, evaluating their potential to reduce emissions through ship design optimization and fuel efficiency improvements.
Peer-reviewed🇨🇳 ChinaJournalSustainable Environment2026#PolicyDOI
Driving urban low-carbon transition in China: The role of innovation-openness policy mix
Jianyun Zeng, Jiumei Zhai
This paper examines the role of a policy mix combining innovation and openness in driving urban low-carbon transition in China. It likely provides empirical evidence on how such policies accelerate decarbonization at the city level.
Peer-reviewedJournalGeoderma2026#Carbon AccountingDOI
Trade-off between soil organic carbon accrual and stability driven by 30 years high-level phosphorus fertilization in paddy rice field
Jianguo Li, Jinpeng Liang, Min Tang +6
Investigates the trade-off between soil organic carbon accrual and stability under 30 years of high-level phosphorus fertilization in paddy fields. Finds decreased carbon accrual but increased stability.
PreprintCN2026#Carbon PricingDOI
Trading strategies for electrolytic copper industrial parks participating in electricity-carbon markets based on multi-flow coupling
Ruiqing Duan, Qilin Han, Yan Jiang +6
This paper proposes a trading strategy for electrolytic copper industrial parks participating in electricity-carbon markets, leveraging multi-flow coupling of material, energy, and carbon emissions. By modeling thermal inertia of electrolyt…
DatasetZenodo (CERN European Organization for Nuclear Research)2026#EV & TransportDOI
Policy Coherence beyond National Borders: EV Adoption and the Carbon Geography of Battery-Related Trade
Haisai Wang
This paper examines the carbon geography of battery-related trade driven by EV adoption, highlighting the need for policy coherence across national borders. It analyzes how fragmented policies affect the spatial distribution of emissions in…
Peer-reviewed🇪🇺 EuropeJournalEnergy Sustainability and Society2026#Energy TransitionDOI
Evolving roles and shared futures: challenges and visions for Switzerland’s electricity sector transition
Vanja Djinlev, BinBin J. Pearce, Michael Stauffacher
This study investigates stakeholder visions for Switzerland's electricity transition, focusing on the evolving role of distribution system operators (DSOs). Through interviews, it finds broad consensus on a decentralized renewable grid but …
PreprintChemRxiv2026#CCUSDOI
Artificial intelligence-empowered biochar engineering: From design fundamentals to commercialization
L Chen, Xiangzhou Yuan, Lei Feng +5
This perspective reviews AI/ML applications in biochar engineering, noting that experimental validation and data-driven design are underexplored (<5% of studies). It proposes five actionable directions: automated data extraction with LLMs, …
PreprintZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
BU233|Energy System Regime Switching under B_U B_U 体系下能源系统切换:高沉没成本、高残差与能源 standing 审计
Dedong Zhan
BU233 defines energy system transition as a high-sunk-cost, high-residual regime switch rather than simple technology replacement. It proposes a 'standing' framework that evaluates long-term sustainability, security, affordability, and resi…
Peer-reviewed🇪🇺 EuropeJournalYüzüncü Yıl Üniversitesi Sosyal Bilimler Enstitüsü Dergisi2026#Energy TransitionDOI
How Did the Transition from Fossil Fuels to Renewable Energy in European Union Countries Affect Carbon Emissions? A Study Using Panel Data Analysis Method
Ayşe Eryer, Ahmet Yılmaz Ata, Mehmet Ali Polat
This study uses panel cointegration and coefficient estimation on EU countries from 1990-2021 to examine the impact of fossil fuel and renewable energy consumption on CO2 emissions. It finds that a 1% increase in renewable energy reduces em…
Peer-reviewedJournalTurkish Journal of International Development2026#PolicyDOI
Climate Policy, Development, and Dependency in the Horn of Africa: A Comparative Analysis of Nationally Determined Contributions
Alkan Üstün, Bahattin CİZRELİ, Mesut Arslan
This study qualitatively analyzes NDCs from four Horn of Africa countries, finding climate policy framed primarily as adaptation tied to development priorities, with mitigation conditional on external finance and technology. It highlights s…
Peer-reviewed🌍 GlobalJournalFrontiers in Microbiology2026#Climate ScienceDOI
Integrating multiomics driven bioengineering and regenerative approaches to improve soil health and productivity in climate adaptive soybean farming on problematic soils
Fairus Hisanah Hibatullah, Emma Trinurani Sofyan, Anne Nurbaity +1
This review evaluates integrating multiomics (genomic, transcriptomic, rhizomicrobiome engineering) with regenerative practices (bioameliorants, CRISPR/Cas9) for climate-adaptive soybean farming on acidic/saline soils. It reports yield incr…