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-reviewed🌍 GlobalJournalInternational 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…
Peer-reviewed🌍 GlobalJournalZenodo (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…
PreprintCNarXiv (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 …
Peer-reviewed🇪🇺 EuropeJournalEnergy 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…
Peer-reviewed🌍 GlobalJournalAgriculture, 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…
Peer-reviewed🌍 GlobalJournalNext 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…
Peer-reviewed🌍 GlobalJournalSeatific 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…
Peer-reviewed🌍 GlobalJournalSustainability 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.…
Peer-reviewed🌍 GlobalConference2026 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 …
Peer-reviewedCNJournalProcesses2026#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…
Peer-reviewed🌍 GlobalJournalDevelopment 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…
Peer-reviewedCNJournalJournal of World Trade2026#Carbon Pricing
The EU Carbon Border Adjustment Mechanism’s Restricted Recognition of Foreign Carbon Pricing: Policy Options for China
Wang J.
This paper analyzes the EU Carbon Border Adjustment Mechanism (CBAM)'s restricted recognition of foreign carbon pricing and outlines policy options for China. It examines the interaction between CBAM and China's carbon pricing system, highl…
Peer-reviewed🇪🇺 EuropeJournalAccounting in Europe2026#Disclosure InfrastructureDOI
Preparing for the corporate sustainability reporting directive: case study evidence of initial compliance efforts
Gonzalez Tablada N.
This paper presents case study evidence of initial compliance efforts for the Corporate Sustainability Reporting Directive (CSRD). It analyzes companies' preparedness and challenges, offering practical insights for practitioners facing CSRD…
Peer-reviewed🌍 GlobalJournalEnergies2026#AI × ESGDOI
Artificial Intelligence in Photovoltaic-Integrated Buildings: From Energy Forecasting to Intelligent Control and Net-Zero Performance
Kowalik R.
This paper reviews AI applications in photovoltaic-integrated buildings, covering energy forecasting, intelligent control, and net-zero performance. It demonstrates the effectiveness of machine learning and optimization methods. The study e…
Peer-reviewed🇨🇳 ChinaJournalSustainable Development2026#Energy TransitionDOI
Advancing <scp>SDG</scp> 7 and <scp>SDG</scp> 13: Institutional Pathways to Energy Sustainability and Security Under Global Crises in the <scp>G7</scp> Economies
Gabriel Mordzifa Sackitey, Wei Zhang, Michael Provide Fumey +2
This study examines how geopolitical risk and economic policy uncertainty affect energy sustainability and security in G7 countries from 1990-2024. It finds that strong institutional quality and environmental policy stringency can mitigate …
Peer-reviewed🇨🇳 ChinaJournalInternational Journal of Climate Change Strategies and Management2026#Carbon PricingDOI
Enhancing ocean carbon sinks through market mechanism in China: a policy perspective
Xidi Chen, Weiming Yang, Lishan Zhang
This paper provides a systematic review of China's national and local policies for market mechanisms for ocean carbon sinks. It identifies three main policy areas: accounting methods and standards, trading mechanisms, and protection/restora…
Peer-reviewed🇨🇳 ChinaJournalEnvironmental Science & Technology2026#Energy TransitionDOI
City-Level Potential of Echelon Utilization of Electric Vehicle Batteries to Meet Wind and Solar Storage Demand in China
Yihao Guo, Xin Chen, Tong Zhang +1
This paper develops a city-level integrated modeling framework to assess the potential of echelon utilization (second-life) of retired EV batteries in China from 2010 to 2060. Under a high electrification scenario, second-life batteries can…
🌍 GlobalDatasetZenodo (CERN European Organization for Nuclear Research)2026#Carbon AccountingDOI
Medicine Carbon Footprint (MCF) Dataset - Products
Haroon Taylor, Nazneen Rahman
This dataset provides cradle-to-gate carbon footprint values for medicinal products, including API, excipients, and primary packaging, calculated using the peer-reviewed MCF Classifier methodology. It includes data for approximately 35,000 …