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-reviewedJournalInternational Review of Economics & Finance2026#Transition FinanceDOI
How Does Digital Supply Chain Finance Drive Corporate Decarbonization? Dual-Pathway Mechanism Analysis
Wei Xue, Lu Yang
This paper analyzes how digital supply chain finance drives corporate decarbonization through a dual-pathway mechanism. It suggests that improved financing efficiency and reduced information asymmetry can promote carbon emission reduction i…
Peer-reviewed🌍 GlobalJournalSustainability2026#AI × ESGDOI
Applications of AI-Driven Practice in Road Freight Transport Decarbonisation: A Quantitative Systematic Literature Review
Minyou Qing, Suhaiza Zailani
This review systematically analyzes the application of AI-driven practices in road freight transport (RFT) decarbonization. Following the SPAR-4-SLR protocol, 227 articles were reviewed using bibliometric analysis and science mapping. Publi…
🇪🇺 EuropeJournal2026#PolicyDOI
Greening Romania's Industry: Policy Recommendations for Decarbonization, Competitiveness and Climate Resilience
World Bank
This paper offers policy recommendations for decarbonizing Romania's industrial sector, balancing competitiveness and climate resilience. It aligns with EU climate goals and provides practical measures tailored to regional challenges and op…
Peer-reviewedJournalIndustrial Marketing Management2026#ESGDOI
Fifty shades of green in sustainability markets: How representational multiplicity influences understandings of adjacent market connections
Syväri M.
This paper explores how the multiplicity of 'green' representations in sustainability markets shapes understandings of connections to adjacent markets. It is a theoretical/conceptual study focusing on the social construction and meaning-mak…
Peer-reviewedJournalEnergy Strategy Reviews2020#Energy TransitionDOI
Net-zero deep decarbonization pathways in Latin America: Challenges and opportunities
Bataille C.
This paper examines deep decarbonization pathways for achieving net-zero in Latin American countries, analyzing region-specific challenges and opportunities. It focuses on renewable energy deployment, policy frameworks, and investment needs…
Peer-reviewedJournalArchitectural Engineering and Design Management2026#Carbon AccountingDOI
Transformational emissions accounting system using BIM- and blockchain-enabled smart contracts for building structural materials
Jong Han Yoon, I. Aurangzeb
This paper proposes an emissions accounting system integrating BIM for automatic data extraction and blockchain-enabled smart contracts for traceable, immutable emissions records. It supports data-driven decisions for low-carbon structural …
Peer-reviewedCNJournalIEEE Transactions on Industrial Informatics2026#Energy TransitionDOI
A Markov Chain-Based SDDiP Method for Integrated Logistics and Hydrogen-Electric Energy Scheduling for Seaports
Wentao Lv, Yujian Ye, Tianxiang Cui +7
This paper proposes a multistage stochastic programming framework integrating hydrogen-electric energy and logistics scheduling for seaports. Using a Markov chain-based SDDiP algorithm, it handles uncertainties in ship arrivals and renewabl…
Conference2026 5th International Conference on New Energy System and Power Engineering (NESP)2026#Energy TransitionDOI
Optimal Scheduling of an Integrated Energy System Considering Joint Green-Certificate and Green-Hydrogen-Certificate Trading and Hydrogen Storage Capacity
Jiaxin Gao, Jiajun Jiao, Xuewen Luo +1
This paper proposes optimal scheduling for an integrated energy system that jointly considers green certificate and green hydrogen certificate trading, along with hydrogen storage capacity. It aims to balance economic efficiency and renewab…
Peer-reviewedJournalFood Science of Animal Resources2026#Energy TransitionDOI
Technological landscapes and sustainable transitions: reconfiguring the meat industry in Asia
A. Bassey, Wangang Zhang, Guanghong Zhou
This paper examines the sustainable transition of the meat industry in Asia from a technological landscapes perspective. It analyzes technological and social factors driving industrial reconfiguration, highlighting challenges and opportunit…
Communications Sustainability2026#Energy TransitionDOI
Fossil fuel occupations show high transferability across the wider economy
Qing Huang, Chenglin Li, Yangsiyu Lu
This paper analyzes the skill transferability of fossil fuel workers to other industries, finding that many occupations have high transferability. It highlights the potential for employment policies to support a just transition.
Conference2026 International Conference on Data Science for Cyber-Physical Systems Resilience using Advanced Applications (ICDCA)2026#Energy TransitionDOI
Research on the Planning Method for Optimizing Regional Integrated Energy Systems with Hybrid Energy Storage Devices
Jiawen Sun, Geng Yi, Rui Zhong +2
This paper proposes a planning method for optimizing regional integrated energy systems with hybrid energy storage. It aims to enhance renewable integration and energy efficiency while balancing cost and environmental impact, supporting dec…
ConferenceIEEE International Conference on Fuzzy Systems2026#AI × ESGDOI
Fuzzy Logic-Driven Reward Optimization for Deep Reinforcement Learning in Carbon Emission Trading
Seyed Ali Hosseini, Francesco Grimaccia, A. Niccolai
This paper introduces fuzzy logic into reward design for deep reinforcement learning agents in carbon emission trading (ETS), aiming to optimize trading strategies. Fuzzy rewards improve decision-making under uncertainty, balancing emission…
Conference2026 5th International Conference on New Energy System and Power Engineering (NESP)2026#Carbon PricingDOI
Coordinated Optimization of Multi-Island Energy Systems with Internal Carbon Trading
Yuqi Wang, Weiqing Wang, Sizhe Yan +1
This study proposes a coordinated optimization method for multi-island energy systems incorporating an internal carbon trading mechanism, aiming to minimize total cost and carbon emissions simultaneously. By coordinating energy supply and d…
CNConferenceYouth Academic Annual Conference of Chinese Association of Automation2026#Energy TransitionDOI
Roadmap and Technology Framework for Near-Zero Carbon Ports-Multi Case Study of Typical Ports in China
Caixia Liu, Changjuan Dong, Haibo Li +6
This paper presents a roadmap and technology framework for achieving near-zero carbon ports, based on multi-case studies of typical ports in China. It identifies key technological options and policy measures for port decarbonization and pro…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#PolicyDOI
Impact Analysis of Agricultural Insurance Development on Ecological Efficiency of Grain Production from a Carbon Emission Reduction Perspective
Wang Ru, Han Dong
Using panel data from 31 Chinese provinces (2001-2021) and a super-efficiency SBM model, this study finds that agricultural insurance significantly improves the ecological efficiency of grain production. Carbon emission intensity negatively…
Peer-reviewed🇨🇳 ChinaJournalEnvironmental Science & Technology2026#PolicyDOI
City-Scale, Source-ResolvedMethane Inventories RevealDrivers and Mitigation Pathways Across China’s Cities
Li Zhang, Y.-C Chen, Ke Wang +12
This study develops a harmonized, source-resolved methane inventory for 339 Chinese cities (2018-2024) across energy, agriculture, and waste sectors. Using LMDI decomposition and scenario analysis, it identifies economic activity as the dom…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#PolicyDOI
Can City Climate Policy Promote Corporate Green Transformation in China? A Perspective of Promotion Pressure and Environmental Awareness
Zixin Zhao, Yue Gong
This study uses China's Climate-Resilient City Development Pilot Policy (CRCDPP) as a quasi-natural experiment and a difference-in-differences approach to examine its impact on corporate green transformation. The policy promotes green trans…
Peer-reviewed🇨🇳 ChinaJournalMethane2026#Energy TransitionDOI
Methane Capture and Hydrogen Production from Coal Mine Methane: A Sustainable Path for Energy Transition
Marek Borowski, Klaudia Zwolińska-Glądys, Jianwei Cheng +2
This study proposes an integrated approach combining methane capture and hydrogen production from coal mine methane to reduce greenhouse gas emissions and enhance energy recovery. A scenario-based techno-economic analysis evaluates investme…
Peer-reviewed🇨🇳 ChinaJournalEnergies2026#Energy TransitionDOI
Exploration and Development of Unconventional Oil and Gas Resources: Latest Advances and Prospects: 3rd Edition
Shu Tao
This paper reassesses the role of unconventional oil and gas resources amid the global energy transition toward lower-carbon systems. It discusses their importance in balancing energy security and structural transformation, and reviews the …
Peer-reviewed🇨🇳 ChinaJournalSustainable Cities and Society2026#Climate RiskDOI
Spatiotemporal synergy of rooftop rainwater harvesting: Dual benefits in flood mitigation and multi-purpose supply under climate change
Junhao Wu, Ling Ma, Dongfang Liang +2
This study analyzes the spatiotemporal optimization of rooftop rainwater harvesting systems, evaluating dual benefits in flood mitigation and water supply under climate change. It demonstrates effectiveness as an urban climate adaptation st…