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.
CN📚 Peer-reviewed · JournalSustainability2026#Supply ChainDOI
Symbolic Compliance Along the Supply Chain: Customer Climate Pressure and Supplier Value-Chain Carbon Accountability in Chinese Listed Firms
Shanxin Mao, Yeting Li
This study examines downstream customer climate pressure on suppliers' green supply-chain management and value-chain carbon disclosure among Chinese listed firms. It constructs an exposure-weighted customer pressure measure and decomposes i…
🇨🇳 ChinaDatasetZenodo (CERN European Organization for Nuclear Research)2026#Carbon PricingDOI
Technology–Carbon Price Matching under Macroeconomic Uncertainty: Inclusive Technology Suites and the Reconfiguration of Global Mitigation Cooperation
Yuanqi Zhou, Mengjie Deng, Jie Yang +2
This paper explores the matching of technology and carbon price under macroeconomic uncertainty, analyzing how inclusive technology suites can reconfigure global mitigation cooperation.
CNJournalZenodo (CERN European Organization for Nuclear Research)2026#Carbon AccountingDOI
china-datacenter-carbon-emission
Zheng Yao
This archive provides Python scripts and datasets to replicate analysis of carbon footprints from China's data centers, including historical accounting, scenario-based forecasting, and embodied supply chain emissions. Detailed annotations e…
🇪🇺 Europe📚 Peer-reviewed · JournalNature Climate Change2026#Scope 3DOI
Attributing carbon to capital owners
Matteo Coronese
This paper presents a methodology for attributing carbon emissions to capital owners, i.e., investors. It directly relates to the calculation of Scope 3 category 15 (financed emissions) for financial institutions, offering practical implica…
CN📚 Peer-reviewed · JournalSpringer Link (Chiba Institute of Technology)2026#HydrogenDOI
Life-cycle assessment of low-carbon hydrogen pathways for decarbonizing industrial energy demand: Industrial clusters in Hebei Province
Wei Zhang, Oksana Takhumova, Olga Dudina +2
This study performs a life-cycle assessment of low-carbon hydrogen pathways for industrial clusters (steel, cement, chemicals) in Hebei, China. It compares grid electrolysis, natural gas reforming with CCS, coal gasification with CCS, and b…
🌍 Global📚 Peer-reviewed · JournalEnergy2026#Energy TransitionDOI
A bottom-up model for assessing the transition of chemical industry parks towards carbon neutrality
Maximilian Kerschbaum, H. Spliethoff, Sebastian Fendt
This paper proposes a bottom-up model to assess the transition of chemical industry parks towards carbon neutrality. The model evaluates energy consumption, emission reduction options, and cost-effectiveness within a park, identifying optim…
CN📚 Peer-reviewed · JournalEconomic Modelling2026#Carbon PricingDOI
Employment trade-offs in climate policy: Evidence from China carbon market
Xin Zhang, Fanglin Chen
This paper examines the employment impacts of China's carbon market, finding trade-offs between emission reductions and job losses, with implications for policy design.
🌍 Global📚 Peer-reviewed · JournalInternational Journal of Hydrogen Energy2026#HydrogenDOI
Evolving supply risks of raw materials in hydrogen production: Transitioning from fossil fuels to metals
Y Li, Anish Koyamparambath, B. McLellan +2
As the energy transition shifts hydrogen production from fossil fuels to electrolysers, supply risks move to critical metals. Using the GeoPolRisk approach, this study assesses geopolitical risks for five electrolyser types across Australia…
🌍 Global📚 Peer-reviewed · JournalZenodo (CERN European Organization for Nuclear Research)2026#AI × ESGDOI
Artificial Intelligence, Energy and Climate Change
Chris Meniw
This whitepaper analyzes the dual role of AI: optimizing power grids and integrating renewables while increasing energy and carbon footprint from compute infrastructure. It examines deployments in smart grids, industrial optimization, and r…
CNPreprintarXiv (Cornell University)2026#EV & TransportDOI
Quantifying real-world energy use and CO2 emissions of electric vehicles via a city-scale bottom-up framework
Shuhan Ge, Yanqiao Deng, Minda Ma
Using Shanghai as a case study, this study develops a bottom-up framework to quantify real-world energy intensity and CO2 emissions for all EV models from July 2022 to December 2024. It finds systematic underestimation by test cycles: BEVs …
🇪🇺 Europe📚 Peer-reviewed · JournalEnergy Conversion and Management X2026#CCUSDOI
Techno-economic assessment of the retrofit of a natural gas combined cycle for variable load operations
Francesca Rita Famà, Umberto Pasqual Laverdura, Giuseppina Vanga +1
This study assesses the techno-economic viability of retrofitting an existing natural gas combined cycle power plant with a post-combustion carbon capture system for variable load operations. Using realistic hourly dispatch data, the retrof…
🌍 GlobalJournal2026#CCUSDOI
Policy Mechanisms and Regulatory Frameworks
Karan Sotoodeh
This chapter provides an overview of policy mechanisms and regulatory frameworks supporting CCS deployment, including carbon taxes, emissions trading systems, subsidies, and tax credits like the US IRA. It discusses international cooperatio…
🌍 Global📚 Peer-reviewed · JournalAgriculture, Ecosystems & Environment2026#OtherDOI
Paddy rice cultivation on drained peatlands as a greenhouse gas mitigation option — A systematic nano-review of global data
Chloé Wüst-Galley, Jens Leifeld
This paper systematically reviews global data on paddy rice cultivation on drained peatlands as a greenhouse gas mitigation option. It evaluates the trade-off between CO2 emissions from peat drainage and CH4 emissions from rice paddies, sug…
🌍 Global📚 Peer-reviewed · JournalNext Energy2026#CCUSDOI
Carbon capture for waste-to-energy: Integration pathways, challenges, and opportunities for net-negative systems
Daniel I. Yahya, Adekanmi M. Adeyinka, Onyedika V. Mbelu +2
This paper examines integration pathways for carbon capture technology in waste-to-energy (WtE) plants. It discusses technical challenges, potential opportunities to achieve net-negative emission systems, and the role of CCUS in the waste m…
🌍 GlobalJournal2026#Carbon PricingDOI
Review of: "ETS Price Signal in the Power Sector: Evidence on Decarbonisation and Policy Overlap"
Ian M. Trotter
This review synthesizes empirical evidence on how ETS price signals drive power sector decarbonization, analyzing interactions between carbon pricing and overlapping policies. It assesses policy overlap effects and offers design insights fo…
🌍 Global📚 Peer-reviewed · JournalSeatific Journal2026#Energy TransitionDOI
Decarbonization of the Maritime Industry and Suggested Training of Seafarer Officers
Malusa Alana de Assumpção, Ove Tobias Gudmestad, Freerk Meyer
This paper reviews IMO GHG regulations and technological solutions for shipping decarbonization, including energy efficiency, zero-emission fuels, and onboard carbon capture. It proposes training scopes for seafarer officers to safely opera…
🌍 Global📚 Peer-reviewed · JournalSustainability Switzerland2025#CCUSDOI
Risks and Challenges in CO2 Capture, Use, Transportation, and Storage
Meehan D.N.
This paper systematically reviews the key risks and challenges in CCUS (CO2 capture, use, transportation, and storage). It comprehensively examines technical, economic, and regulatory barriers, providing policy insights for CCUS deployment.…
🌍 Global📚 Peer-reviewed · Conference2026 5th International Conference on Smart Grid and Green Energy Icsgge 20262026#Energy TransitionDOI
A Multi-Timescale, Integrated Electricity-Hydrogen-Carbon Synergistic Optimization Study for Low-Carbon Power Systems
Wu J.
This paper proposes a multi-timescale integrated optimization approach combining electricity, hydrogen, and carbon management for low-carbon power systems. It balances supply-demand, cost, and emission reduction across short-, medium-, and …
CN📚 Peer-reviewed · JournalProcesses2026#CCUSDOI
CCUS Development in China: Influencing Factors via Structural Equation Modeling
Ma Z.
This paper uses structural equation modeling to analyze factors influencing CCUS development in China. It identifies key drivers and barriers from policy, technology, and economic perspectives, providing insights for accelerating CCUS deplo…
🌍 Global📚 Peer-reviewed · JournalDevelopment and Sustainability in Economics and Finance2026#Climate FinanceDOI
Green bonds and air pollution: Global evidence with implications for emerging economies
Khan A.
This paper provides global empirical evidence on the link between green bonds and air pollution, with a focus on emerging economies. It examines whether green bond issuance leads to improvements in air quality, offering insights for policym…