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 · JournalJournal of Physics: Conference Series2026#Carbon PricingDOI
Research on bidding equilibrium model of the joint electricity-carbon market based on carbon price discovery
Mengjie Zhao, Shijie Duan, Tianshuai Jiang +2
This paper develops a bidding equilibrium model for the joint electricity-carbon market using multi-agent reinforcement learning. It finds that tightening carbon benchmarks by ~14.21% increases thermal power costs by ~13.83%, and doubling r…
🌍 Global2026#Carbon Pricing
Carbon-Driven Incentive Mechanism for Renewable Power-to-Ammonia Production in Coupled Carbon and Ammonia Markets
Yangjun Zeng, Hua Geng, Yiwei Qiu +14
This paper proposes a hierarchical carbon-driven incentive mechanism (PCIM) linking carbon and ammonia markets to boost renewable power-to-ammonia (ReP2A) competitiveness. Results show a 12.9% emission reduction with only a 1.8% revenue los…
CN📚 Peer-reviewed · JournalChina Agricultural Economic Review2026#Carbon PricingDOI
Co-benefits and trade-offs of carbon revenue recycling schemes on China's water, energy and food systems under carbon neutrality target
Xiangyan Qian, Hongdian Jiang, Yun-Fei Yao +4
This study analyzes four carbon revenue recycling schemes in China's carbon neutrality path using a dynamic CGE model. Lump-sum transfers to households improve welfare and reduce urban-rural income gaps, while indirect tax cuts minimize GDP…
🇺🇸 USA📚 Peer-reviewed · JournalEnergies2026#Carbon PricingDOI
Dual-Agent Deep Reinforcement Learning for Low-Carbon Economic Dispatch in Wind-Integrated Microgrids Based on Carbon Emission Flow
W. Qiu, Hebin Ruan, Xiaoxiao Yu +3
This study proposes a dual-agent deep reinforcement learning framework for low-carbon economic dispatch in wind-integrated microgrids. A PPO agent minimizes operating costs while a SAC agent targets carbon emission reduction, combined via a…
CN📚 Peer-reviewed · JournalBuildings2026#Carbon AccountingDOI
Influencing Factors of Building Embodied Carbon Based on System Dynamics
Leming Gu, Hao Zhu, Yazhi Zhu
This study uses system dynamics to model embodied carbon in buildings, identifying building height and seismic coefficients as key drivers of material consumption. It shows that increasing prefabrication rates reduces construction emissions…
🌍 Global📚 Peer-reviewed · JournalApplied Energy2026#HydrogenDOI
A comprehensive review of green hydrogen hubs: Technologies, services, challenges, and future perspectives
Meng Liu, Moudud Ahmed, Lasantha Meegahapola +1
This paper comprehensively reviews green hydrogen hubs (GHHs), covering internal technologies from conversion to end-use, grid support and auxiliary services, integration challenges, and policy frameworks. It synthesizes lessons from global…
🌍 Global📚 Peer-reviewed · JournalBusiness Strategy & Development2026#Supply ChainDOI
Carbon Finance in Sustainable Supply Chains: Insights From a Systematic Review of the Literature
M. Rana, T. Rao
This systematic review analyzes how carbon finance integrates into supply chain management, covering 47 articles (2011-2024) from top ABDC journals. It categorizes mechanisms like carbon pricing and offsets, identifies research gaps, and ou…
🌍 GlobalJournalUnited Nations eBooks2026#Energy TransitionDOI
The Implications of Critical Energy Transition Minerals for Women’s Participation in the Mining Sector
United Nations Conference on Trade and Development
This study compares women's participation in the cobalt value chain in the Democratic Republic of the Congo and the nickel value chain in Indonesia. It finds that different stages of development and policy choices lead to different outcomes…
🌍 GlobalJournalUnited Nations eBooks2026#Energy TransitionDOI
Global demand for Critical Energy Transition Minerals (CETM): Opportunities and challenges for developing countries
United Nations Conference on Trade and Development
This paper analyzes the growing global demand for critical energy transition minerals (CETM) such as lithium, cobalt, and rare earths, exploring the opportunities and challenges for developing countries in mining, processing, and trade. It …
🇪🇺 EuropeLiberty Street Economics (Federal Reserve Bank of New York)2026#Carbon PricingDOI
What Is a Carbon Tariff and Why Is the EU Imposing One?
Pierre Coster, Julian di Giovanni, Isabelle Méjean
The EU will implement the Carbon Border Adjustment Mechanism (CBAM) by 2026, imposing a carbon tariff on imports to prevent carbon leakage from the EU ETS. This analysis quantifies how the ETS and CBAM affect firms' supply choices, domestic…
🌍 Global📚 Peer-reviewed · JournalSustainability2026#Energy TransitionDOI
Operational Decarbonization Strategies for Maritime Vessels: Power Limitation Technologies and Alternative Fuels
Olga Petrychenko, Tymur Stoliaryk, Sergey Goolak +4
This paper systematically presents staged recommendations for integrating power limitation systems (EPL and SHaPoLi) with alternative fuels to decarbonize maritime vessels. It finds that power limitation via controllable pitch propellers wi…
🌍 Global📚 Peer-reviewed · JournalActualidad Jurídica Ambiental2026#Disclosure InfrastructureDOI
Corporate sustainability reporting in European, Swiss law and lessons for Vietnam
Thi-Thu-Trang Tang
This paper compares EU and Swiss sustainability reporting regulations and draws lessons for Vietnam. It finds Vietnam's framework fragmented, lacking unified standards, assurance, and sanctions. It proposes a consolidated framework with pha…
🇨🇳 China📚 Peer-reviewed · JournalJournal of CO2 Utilization2026#CCUSDOI
Phase equilibrium modeling advances subsurface energy transition for a carbon-resilient future
Anqi Shen, Siyang Ren, Jianguang Wei +7
This paper provides a comprehensive review of phase equilibrium modeling for subsurface energy transition technologies including CCUS, hydrogen storage, and geothermal energy. It examines advances in thermodynamic models and multiphase flas…
🌍 Global📚 Peer-reviewed · JournaliScience2026#Supply ChainDOI
Strategies for decarbonizing printed circuit board supply chain
Suraj Negi, Aishwarya Rani, Shu‐Yuan Pan
This paper evaluates decarbonization strategies for the printed circuit board (PCB) supply chain, integrating life cycle assessments and product carbon footprint disclosures. It identifies key hotspots (copper-intensive materials, energy-in…
🇪🇺 Europe📚 Peer-reviewed · JournalBusiness Strategy and the Environment2026#Scope 3DOI
Too Complex to Control? How Firms Navigate Scope 3 Governance Under Institutional Uncertainty
Victoria Fohrer, Alexander Stierstorfer, Florian Gilljam
Based on 30 interviews with German Scope 3-intensive firms and 10 expert interviews, this paper analyzes how firms operationalize Scope 3 under institutional uncertainty (revisions of CSRD, GHG Protocol, SBTi standards). Firms do not conver…
🌍 Global📚 Peer-reviewed · JournalEnergy2026#Energy TransitionDOI
The effects of energy security risk, fintech, green innovation, and environmental fiscal policy on energy transition: Evidence from top fossil fuel-consuming industrialized nations
Hind Alofaysan, Mohammad Razib Hossain, Kamel Si Mohammed +1
This paper empirically analyzes the effects of energy security risk, fintech, green innovation, and environmental fiscal policy on energy transition in top fossil fuel-consuming industrialized nations. It finds differential impacts of these…
🇪🇺 EuropeJournal2026#Energy TransitionDOI
Energy System Integration: Opportunities, challenges, barriers, and recommendations for policy-makers
(著者不明)
This commentary argues that full integration of the European energy system is key to achieving net-zero by 2050. It discusses economic, environmental, and security benefits and challenges, including electrification, digitalisation, smart gr…
🌍 Global📚 Peer-reviewed · JournalZenodo (CERN European Organization for Nuclear Research)2026#PolicyDOI
Already Happened: Field Evidence from South Asia, the GCC, and China for Where Europe's Grid Transition Fails Next
Arya Abhishek
This paper argues that the structural mismatch between legacy distribution networks designed for unidirectional power flow and bidirectional, variable flows from distributed solar is the binding constraint of the energy transition. Using fi…
🇪🇺 Europe📚 Peer-reviewed · JournalSabanci University2026#Energy Transition
Split incentives and energy efficiency investment: evidence from the housing market
Erdal Aydın, Piet Eichholtz, Rogier Holtermans +1
This paper empirically analyzes the split incentive problem in rental housing markets, where landlords and tenants have misaligned incentives for energy efficiency investments. Using a comprehensive Dutch panel dataset of 3.8 million homes …
🌍 GlobalPreprintResearch Square2026#HydrogenDOI
Bridging the green hydrogen gap: The role of H2Global in cross-continental hydrogen, ammonia and methanol markets
Meisinger A, Jansen L, Schumm L +2
This study couples European-African energy markets to analyze the H2Global mechanism's role in bridging the cost gap for green hydrogen, ammonia, and methanol. It finds no cost-competitiveness in 2030, but early support enables market entry…