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.
CN2026 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia)2026#Energy TransitionDOI
Research on Electricity-Carbon Optimization Pathways Considering Distribution Network Investment Costs
Bo Miao, Wan-Shui Yu, Jing Li +6
This paper proposes a joint electricity-carbon planning-operation optimization model for distribution networks with high-penetration renewables and storage. It amortizes construction costs to a daily scale and integrates intra-day schedulin…
Conference2026 7th International Conference on Energy Power and Automation Engineering (ICEPAE)2026#Carbon PricingDOI
Equilibrium-Oriented Strategic Bidding for Generation Companies in Coupled Electricity and Carbon Markets
Pei-Zhe Yi, Yan-Jie Li, Peng Ma +2
This paper models strategic bidding by generation companies in a coupled electricity-carbon market using a non-cooperative game. Each firm maximizes profit under capacity, emission, and market-clearing constraints, converging to equilibrium…
Peer-reviewedJournalApplied and Computational Engineering2026#Disclosure InfrastructureDOI
Investor Attention Misallocation Induced by Carbon Intensity Disclosure of Crypto Assets
Ying Zhou
Using CoinGecko market data, Google Trends, and energy/carbon estimates for major crypto assets (2019–2025), this study tests whether carbon intensity disclosure reshapes investor attention. High-carbon assets draw stronger abnormal search …
CN2026 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia)2026#Carbon PricingDOI
Multi-Agent Collaborative Optimal Scheduling of Integrated Energy Systems Considering Carbon Trading and Demand Response in the Market Environment
Bing-Lin Yang, Ming Yang, Pei-Heng Qi +3
This paper builds a multi-agent Stackelberg game model for integrated energy systems, coupling a price-carbon dual-incentive demand response with a reward-penalty stepped carbon trading mechanism. An adaptive differential evolution algorith…
2026 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia)2026#AI × ESGDOI
Carbon-Accountable Peer-to-Peer Energy Trading for Interconnected Multi-Microgrids Under Incomplete Information and Privacy Constraints
Jin-Xin Zhu, Guo-Feng Wang, Xin-Yan Wen +1
This paper proposes a carbon-accountable P2P trading framework for multi-microgrids that traces carbon responsibility through bilateral transactions rather than treating carbon as an external penalty. It combines a belief-aware Stackelberg …
Peer-reviewed🇪🇺 EuropeJournalEnergies2026#CCUSDOI
Characteristics of Dust in Ventilation Air from Hard Coal Mine Exhaust Shafts and Its Implications for VAM Utilisation Technologies
D. Bałaga, Dariusz Czerniak, M. Siegmund +3
VAM utilisation feasibility depends not only on methane concentration but also on ventilation air quality, including dust. Using 155 dust measurements from 24 fan stations in Poland and Romania plus particle-size and composition analyses, m…
Peer-reviewedCNJournalMaterials2026#CCUSDOI
A Critical Evaluation of Methodological Discrepancies in Quantifying Steel Slag CO2 Sequestration
Ming-Ming Wang, Chun-Yao Song, Zhong-Lun Zhang +7
This study compares seven analytical methods for quantifying CO2 sequestration in steel slag, revealing up to a 36.3% spread (6.5–10.2 g CO2/100 g) across techniques. Discrepancies stem mainly from differing carbon pools, sample pre-treatme…
Peer-reviewedJournalNLDIMSR Innovision Journal of Management Research2026#AI × ESGDOI
Artificial Intelligence for Carbon Accounting, Emissions Monitoring, and Corporate Climate Accountability: Enhancing Transparency, Accuracy, and Sustainability through Intelligent Systems
Neelam Gupta, Smita Goswami
This chapter reviews how AI—machine learning, NLP, computer vision, and blockchain—can address limitations in carbon accounting, emissions auditing, and corporate climate accountability. It argues AI enables >90% prediction accuracy, sub-ho…
Peer-reviewedCNJournalSustainability2026#Supply ChainDOI
Production Concentration of Key Minerals in Belt and Road Countries: Measurement and Analysis
Yi-Zhuo Li, Jia-Pan Li, An-Lin Shao
This study quantifies production concentration of ten key minerals across Belt and Road Initiative countries using 2023 USGS data, computing HHI, CR4, and CR8. Nickel, cobalt, and lithium show the strongest concentration, while iron ore, co…
ConferenceInternational Conference on Systems Thinking in Management2026#Carbon AccountingDOI
Closing the nuclear circular economy: a nondestructive assay framework for accurate plutonium accounting in mox fuel waste recycling and sustainable fuel cycle supply chain management
Hai-Tao Zhao
Closed nuclear fuel cycles require reliable measurement data for plutonium accounting. Current nondestructive assay (NDA) methods show ~20% systematic bias for kilogram-scale MOX items, generating material-unaccounted-for (MUF) signals that…
Peer-reviewed🌍 GlobalJournalBusiness Strategy and the Environment2026#SBT/SBTiDOI
Two Pathways to ‘No’: Context‐Conditioned Sufficient Pathways to Formal SBTi Non‐Engagement Among Apparel and Footwear Suppliers in Bangladesh and China
Ryan Meintjes, Laurence L. Delina
Using 27 interviews and crisp-set QCA, this study explains why apparel and footwear suppliers in Bangladesh and China do not formally engage with the SBTi despite brand pressure. Drawing on Diffusion of Innovations, it shows that the same i…
Peer-reviewed🇨🇳 ChinaJournalApplied Economics2026#Energy TransitionDOI
How does household ageing influence cooking energy transition in rural China? A bargaining between elderly and non-elderly adults
Huayi Chang, Marrit van den Berg, Junbiao Zhang +1
This study examines how population ageing shapes rural household cooking fuel transitions in China, using a bargaining framework that accounts for preference differences between elderly and non-elderly adults. Survey data from rural central…
Peer-reviewed🇨🇳 ChinaJournalLaws2026#Renewable EnergyDOI
A Comparative Legal Assessment of Renewable Energy Governance in Vietnam and China: A Five-Pillar Framework
Tinh Thi Nguyen, Tinh Thi Nguyen, Thanh Thi Nguyen +2
This article builds a Five-Pillar Framework (institutions, infrastructure, finance, society/environment, human resources) to compare renewable energy governance in Vietnam and China. China shows a more consolidated statutory framework, coor…
Peer-reviewed🇨🇳 ChinaJournalEnergy Efficiency2026#Energy TransitionDOI
LMDI-Tapio analysis and scenario-based carbon emission reduction pathways for the southern power grid region in China: insights from comparative reference regions
Fan Zhang, Yanlu Huang, Zifei Wang +1
This study treats China's southern power grid region (Guangdong, Guangxi, Guizhou, Yunnan, Hainan) as an integrated electricity system, combining decomposition, decoupling assessment, and constrained scenario modelling using 2013–2021 data.…
Peer-reviewed🇨🇳 ChinaJournalChina Economic Journal2026#Energy TransitionDOI
Solar PV, greener ground: causal evidence of vegetation benefits from China’s energy transition
Bo Jin, Chen Zhang, Ge Wang +2
This study provides causal evidence on how China's solar PV expansion affects vegetation, suggesting co-benefits of the energy transition for ecosystems and land cover. Methodological details and findings are unavailable as no abstract was …
Peer-reviewed🇨🇳 ChinaJournalEnergy Policy2026#Energy TransitionDOI
Energy transition and corporate geographic expansion
Sabri Boubaker, Yi‐Shuai Ren, Riadh Manita +1
Using Chinese A-share firms (2006–2022), the study finds the New Energy Demonstration City pilot policy significantly increases firms' cross-regional investment beyond home provinces. Effects are stronger for non-state-owned, non-heavy-poll…
Peer-reviewed🇨🇳 ChinaJournalCarbon Future2026#CCUSDOI
Spatiotemporal regulation of renewable energy via sustainable carbon-cycle fuels
Xiaoyu Liang, Hao Xiong, Chenxi Zhang +1
This paper proposes an integrated pathway producing sustainable carbon-cycle fuels by coupling renewable-powered green hydrogen with CO2 from DAC or industrial CCUS, then converting them via photosynthesis-inspired catalysis into carbon-neu…
Peer-reviewed🇨🇳 ChinaJournal亞太經濟管理學刊2026#ESGDOI
Sustainable Brand Design Through Circular Material Innovation: A Case Study of Starbucks’ Coffee Ground Cup
TAN Yiwei
Using Starbucks' coffee ground cup as a case, this study builds a closed-loop circular system along the 3Rs, covering waste collection, low-carbon manufacturing, green communication, and remanufacturing. It analyzes value for ESG performanc…
🌍 GlobalJournalZenodo (CERN European Organization for Nuclear Research)2026#AI × ESGDOI
Code and data for: Reading Sustainability Reports as Pages, Not Text: visual retrieval and VLM extraction of GHG metrics
Afonso Henrique Torres Lucas, Julianne Oliveira, ROBERTO HIGINO PEREIRA DA SILVA
Open code and outputs for an experiment that treats sustainability report pages as images: ColQwen2.5 multi-vector embeddings in Qdrant retrieve pages, and a vision-language model extracts Scope 1, 2 (market- and location-based) and 3 emiss…
Peer-reviewed🇪🇺 EuropeJournalJournal of Public Affairs2026#ESGDOI
Legitimacy and SDG Disclosure in Higher Education: A Longitudinal Analysis of Italian Universities' Sustainability Reporting
Roberto Fragomeli, Пина Пунтилло, Stefania Veltri
Analyzing 124 sustainability reports from 37 Italian universities (2017-2024), this study examines how GRI adoption relates to SDG disclosure over time. Despite widespread GRI reference, SDG disclosure remains limited with only marginal imp…