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-reviewedJournalJournal of Environmental Management2026#Energy TransitionDOI
Residual-based district scale vulnerability screening and GHG reduction prioritization for building stock decarbonization in high-density cities
Bon Seo, Sangho Choi, ByungYun Lee +2
This paper proposes a residual-based district-scale vulnerability screening method for building stock in high-density cities, prioritizing GHG reduction actions. It integrates building energy performance and climate risk to support efficien…
Peer-reviewed🇪🇺 EuropeJournalPolitics and Governance2026#Energy TransitionDOI
Solidarity in Just Heating Transitions: Decarbonization Potential Through Cooperation in the Post‐Industrial City of Rotterdam
Erwin Van Tuijl, Yogi Hale Hendlin
This paper combines energy justice with multi-stakeholder governance in heating transitions, using Rotterdam as a case to identify three solidarity modalities (institutional, economic, civic). It finds that strict climate goals, installer s…
Peer-reviewedJournalClean Technologies and Environmental Policy2026#Energy TransitionDOI
Advancing decarbonization of the steel industry: power-to-X conversion of residual CO2 into methanol
Ignacio J. Castellanos-Beltran, Cédric Diffo Teguia, Fábio Gonçalves Macêdo de Medeiros +5
This paper proposes and evaluates a Power-to-X technology that converts residual CO2 into methanol for decarbonizing the steel industry. By combining CO2 utilization with renewable hydrogen, it aims to reduce emissions from steel production…
Peer-reviewedJournalClean Technologies and Environmental Policy2026#EV & TransportDOI
Transportation decarbonization and spatial placement of EV charging stations in Atlantic Canada using genetic algorithms
Alaba Boluwade
This paper uses genetic algorithms to optimize the spatial placement of EV charging stations in Atlantic Canada, contributing to transportation decarbonization. It aims to enhance charging infrastructure efficiency and promote EV adoption t…
Peer-reviewedCNJournalNature Communications2026#Energy TransitionDOI
Strategic timing for the decarbonization contributions by China’s photovoltaic manufacturers in global energy transition
Qingyang Lin, Chenglin Li, Kai Wang +7
China's PV manufacturers, producing nearly two-thirds of global capacity, face criticism for high emissions. This paper proposes a Producer Decarbonization Contribution framework to quantify their overlooked contributions, finding they cont…
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…