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-reviewed🇨🇳 ChinaJournalNature2026#Carbon AccountingDOI
Forest carbon protocols underestimate climate-driven carbon loss risks
Chao Wu, Grayson Badgley, Michael L. Goulden +10
This paper argues that current forest carbon protocols fail to adequately account for climate-driven carbon loss risks, potentially leading to overestimation of carbon credits and undermining climate mitigation efforts.
Peer-reviewedJournalEnvironmental Economics and Policy Studies2026#CCUSDOI
Scalable carbon solutions: life cycle insights and public willingness to adopt direct air capture and utilization systems
Alexander R. Keeley, Andrew J. Chapman, Sunbin Yoo +5
This paper presents life cycle insights into direct air capture and utilization (DACU) systems and surveys public willingness to adopt them. It suggests DACU is a promising scalable carbon removal solution from both technical and social acc…
Peer-reviewed🌍 GlobalJournalEnvironmental Science and Pollution Research2026#CCUSDOI
Comparative evaluation of carbon capture separation technologies for shipboard applications using multi-criteria decision analysis
Bugra Arda Zincir, Burak Zincir, Yasin Arslanoğlu
This study evaluates various carbon capture technologies for shipboard applications using multi-criteria decision analysis. It compares factors such as efficiency, cost, and feasibility to identify optimal solutions for maritime decarboniza…
Peer-reviewedCNJournalIEEE transactions on industry applications2026#Carbon PricingDOI
A Privacy-Preserving Approach for Joint Carbon Reduction and Emission Allowance Trading Based on Secure Multi-Party Computation
Yun Liu, Fangxuan Pei, Ziyu Chen +2
This paper proposes a privacy-preserving joint carbon reduction and emission allowance trading (JCREAT) scheme that integrates secure multi-party computation (SMPC) with primal-dual gradient algorithm to address data security and inflexible…
Peer-reviewedJournalJournal of Energy Chemistry2026#HydrogenDOI
Highly dispersed nano-VN on porous carbon with low-valent transformation for efficiently boosting hydrogen storage of magnesium hydride
Haiyi Wan, Haotian Guan, Junqi Qiu +4
This study synthesizes highly dispersed vanadium nitride (VN) nanoparticles on porous carbon, using low-valent transformation to significantly enhance the hydrogen storage performance of magnesium hydride (MgH2). The composite material lowe…
Peer-reviewed🇨🇳 ChinaJournalGreen Technologies and Sustainability2026#Energy TransitionDOI
Balancing job creation and job loss in China’s low-carbon power shift: Insights into formal and informal employment
Qinglan Luo, Xinyu Liu
This study analyzes the employment impacts of China's low-carbon power transition, focusing on how different technology pathways affect job quantity and quality. Using an inter-sectoral flow model, it segments supply chains and differentiat…
Peer-reviewed🌍 GlobalJournalEnergy2026#Energy TransitionDOI
Heat, Homes and Hidden Impacts: Life Cycle Sustainability Assessment of Low-Carbon Heating in the Built Environment
Mohammad Hosein Abbasi, Muhammad Waseem Ahmad, Badr Abdullah +2
This paper conducts a life cycle sustainability assessment of low-carbon heating technologies in the built environment, analyzing environmental and social impacts. The findings inform energy transition policies and building regulations.
Peer-reviewedCNJournalFrontiers in Science and Engineering2026#Carbon PricingDOI
Low-Carbon Economic Dispatch of Power Grid with Electric Vehicles Considering Wind Power Accommodation
Liangliang SUN, Xingguo Tan, Chaomeng LI
This paper proposes an ordered charging scheduling strategy for electric vehicles (EVs) to improve wind power accommodation. It establishes a charging load model, develops a TOU price strategy based on wind power output, and incorporates ca…
Peer-reviewedJournalEnergy2026#Energy TransitionDOI
Low-Carbon Energy System Planning Considering Multi-Regional Atmospheric Carbon Concentration and Meteorological Probability Fluctuation
Yanlin Li, Zhigang Lu, Shixing Ding +3
This paper proposes a low-carbon energy system planning method that integrates multi-regional atmospheric carbon concentration and meteorological probability fluctuations. It incorporates climate uncertainty to derive more realistic decarbo…
Peer-reviewed🇨🇳 ChinaJournalCarbon Footprints2026#Carbon AccountingDOI
Exploring the carbon emission reduction potentials of low-carbon technologies in China’s copper industry
Yunlong Lv, Min Liu, Qiao-Chu Wang +3
This study evaluates 44 low-carbon technologies for primary copper production in China, identifying optimal technology packages and adoption pathways. Key findings: molten-salt heat storage exchange shows high mitigation potential and econo…
Peer-reviewedCNJournalHumanities and Social Sciences Communications2026#Energy TransitionDOI
Low-carbon energy transition evaluation framework and development strategy for energy-intensive enterprises in China’s electric-carbon market
Bin Ye, Hongjiang Pu, Jingjing Jiang +2
This paper proposes an evaluation framework for low-carbon energy transition of energy-intensive enterprises in China’s electric-carbon market, and discusses development strategies based on the framework.
Peer-reviewedJournalInternational Journal of Electrical Power & Energy Systems2026#Carbon PricingDOI
Bi-level low-carbon optimal dispatch of integrated energy system considering adaptive carbon price and low-carbon demand response
Zhitong Chen, Haipeng Nan, Fuqi Ma +4
This paper proposes a bi-level optimization model incorporating adaptive carbon price and low-carbon demand response to achieve low-carbon dispatch of integrated energy systems. It balances emission reduction and economic efficiency, valida…
Peer-reviewedCNJournalResults in Engineering2026#CCUSDOI
Low-carbon backfill and carbon sequestration using coal-based solid waste: Innovative strategies under China’s carbon neutrality framework
Juejing Fang, Xin Lyu, Ke Yang +3
This study explores low-carbon backfill and carbon sequestration using coal-based solid waste, proposing innovative strategies under China's carbon neutrality framework. It aims to simultaneously achieve waste management and CO2 reduction, …
Peer-reviewed🇨🇳 ChinaJournalJournal of Renewable and Sustainable Energy2026#Carbon AccountingDOI
Energy companies' carbon reduction, low-carbon transformation, and green innovation for deep learning algorithms under the carbon neutrality goal
Xiaohui Xie
This paper proposes a carbon emission modeling framework based on graph neural networks. It constructs a heterogeneous graph with production equipment, energy consumption units, and emission factors as nodes, using multi-scale graph convolu…
Peer-reviewedCNJournalJournal of improved oil and gas recovery technology.2026#ESGDOI
The Missing Carbon Dimension in ESG Evaluation Systems under Carbon Neutrality Targets: A Literature Review and Bibliometric Analysis
Yiting Chen
This paper identifies the lack of an independent carbon dimension in ESG evaluation systems under China's carbon neutrality targets. Through a bibliometric analysis of Web of Science and CNKI publications, it maps the research shift from ge…
JournalEdward Elgar Publishing eBooks2026#Carbon PricingDOI
The carbon border adjustment mechanism: consequences for trade and development in the Global South
Priyaranjan Jha, Advitha Arun
This paper analyzes the impact of the Carbon Border Adjustment Mechanism (CBAM) on trade and development in the Global South. It discusses potential trade frictions, effects on industrial competitiveness in developing countries, and implica…
Peer-reviewed🇨🇳 ChinaJournalTechnological Forecasting and Social Change2026#Carbon PricingDOI
Study of the co-evolution of heterogeneous policy combinations with AI-driven carbon emission monitoring and dynamic carbon trading mechanisms
Y J Li, Guo‐Fu Li, Sarah Cooper +2
This study analyzes the co-evolution of AI-driven carbon emission monitoring and dynamic carbon trading mechanisms, examining how heterogeneous policy combinations affect system efficiency and emission reduction outcomes. It suggests AI int…
Peer-reviewed🇨🇳 ChinaJournalInternational Transactions in Operational Research2026#Carbon PricingDOI
Energy performance contracting selection and carbon emission decisions under carbon cap‐and‐trade regulation
Ju Qiu, Zong-Hong Cao, Feng Yu +2
This paper examines energy performance contracting (EPC) selection and carbon emission decisions in a supply chain under cap-and-trade regulation. A supplier can provide EPC to a manufacturer to enable low-carbon production. Results show th…
Peer-reviewed🇨🇳 ChinaJournalNature Food2026#PolicyDOI
Including ozone increases estimated global crop and economic benefits of carbon neutrality policies
Yi-Ming Wei, Si-Yi Wei, Biying Yu +11
This study shows that including ozone effects in the assessment of carbon neutrality policies significantly increases estimated global crop yields and economic benefits. Using modeling, it highlights the importance of considering air qualit…
Peer-reviewed🇪🇺 EuropeJournalEnvironmental Research Energy2026#Energy TransitionDOI
Operationalizing energy justice: mapping Norwegian youth preferences for renewable energy transitions
Muhammad Shahzad Javed, Karin Fossheim, Paola Velasco‐Herrejón +3
This study surveys 286 Norwegian high school students on their preferences for future energy systems. Over 68% favor offshore wind, and students prioritize environmental protection and energy independence over cost minimization, challenging…