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🌍 GlobalJournalSocial Science Review Archives2026#HydrogenDOI
Green Hydrogen Economics: Investment Opportunities and the Future of Global Energy Transition
Kainat, Sidra Mariyam, Aneesa Ajmal +1
This paper examines the economics of green hydrogen in hard-to-abate sectors such as steel, fertilizer, chemicals, shipping, aviation, and long-duration storage. Drawing on IEA, IRENA, IPCC, and World Bank data, it identifies high productio…
🇪🇺 EuropeConference2026 International Conference on Smart Energy Systems and Technologies (SEST)2026#Energy TransitionDOI
Modeling of Greenhouse Gas Emissions in Energy Communities: A Comparative Study Between Emission and Cost Minimization Strategies
F. Lezama, Fábio Castro, T. D. de Lima +1
This paper develops an optimization framework for energy communities that incorporates time-varying grid emission factors. Comparing cost-minimizing and emissions-minimizing objectives under identical constraints with optional P2P trading, …
CNConference2026 6th Power System and Green Energy Conference (PSGEC)2026#HydrogenDOI
Low-Carbon Economic Optimization Method for Electric-Gas-Hydrogen Coupled Parks Based on Integrated Energy Flow-Carbon Flow Tracin
Luo-Quan Wang, Dan-Hao Wang, Hui-Rong Zhao +1
Proposes an optimization method for electric-gas-hydrogen coupled industrial parks that traces energy and carbon flows in an integrated manner. It aims at low-carbon, cost-effective operation by making carbon flows visible across a multi-en…
Conference2026 14th International Conference on Traffic and Logistics Engineering (ICTLE)2026#Carbon PricingDOI
Analysis of the Impact of Carbon Trading Prices on the Application of Electric Logistics Vehicles Based on System Dynamics
Xiao Li, Li-Wei Zhu, Wei Zhou +1
This study uses a system dynamics model to analyze how carbon trading prices affect the adoption of electric logistics vehicles. It dynamically assesses how carbon price levels and volatility shape logistics operators' incentives to switch …
Peer-reviewed🌍 GlobalJournal14th World Construction Symposium - 20262026#Carbon PricingDOI
A Conceptual framework for the adoption of a life cycle assessment-based emissions trading scheme in the Australian construction sector
P. Yang, B. T. H. Lim, B. Oo
This study proposes a conceptual framework for understanding stakeholder adoption of an LCA-based emissions trading scheme in the Australian construction sector. Integrating institutional theory, the Technology Acceptance Model, and stakeho…
Peer-reviewed🇪🇺 EuropeJournalJournal of Industrial Ecology2026#BiodiversityDOI
Unravelling biodiversity impacts of consumption: a production layer decomposition analysis for the Netherlands
H. Wilting, Daan In 't Veld, Alexandra Marques +1
This study applies production layer decomposition to biodiversity footprints for the first time, quantifying Dutch consumption's global biodiversity loss in Mean Species Abundance terms. Of 16 million MSA-loss·ha·yr in 2015, 59% originated …
Peer-reviewed🇨🇳 ChinaJournalEnergies2026#CCUSDOI
Exploring the Sustainability of Direct Air Capture Technologies: An Integrated Analysis from Energy, Emergy and Environmental Perspectives
Chuwan Xu, Jiahui Yan, Junyao Wang +7
The study builds a unified thermodynamic model for solid (S-DAC) and liquid (L-DAC) direct air capture, combining LCA and emergy analysis into a Sustainability Composite Index (SCI). S-DAC scores higher (0.823) than L-DAC (0.759), with trad…
Peer-reviewed🇨🇳 ChinaJournalInternational Review of Economics & Finance2026#Energy TransitionDOI
Geopolitical risk and the spatial convergence of renewable energy consumption: Evidence from 1996 to 2026
Liu He, 邹佰峰, Xing Chiang
Using a balanced 1996–2026 panel, the study finds σ-, γ-, and spatial β-convergence in renewable energy consumption. Higher geopolitical risk is significantly associated with slower conditional spatial β-convergence (LnGPR = 0.014, p < 0.05…
Peer-reviewed🇨🇳 ChinaJournalSustainable Development2026#Energy TransitionDOI
Advancing Sustainable Development in OECD Countries: Carbon Emission Efficiency, Growth–Emission Decoupling, and Digital–Structural Transformation
Xiaoli Yang, Rongrong Li, Qiang Wang
Using the IGT decoupling model and a three-stage DEA (Super-EBM, GML index) across 35 OECD countries (1995–2023), the study finds a shift from relative to absolute decoupling and improving low-carbon transition performance. Population scale…
Peer-reviewed🇨🇳 ChinaJournalSustainable Futures2026#ESGDOI
Greening the grid: the interplay of renewable energy, efficiency, and CSR governance in unlocking the path to de-carbonization
Abdul Nafay Sajid, Zahra Batool, George Nyantakyi
Using a 2015–2024 panel of 6,650 EU non-financial firm-years, this study finds renewable energy use significantly lowers carbon-emission intensity. Energy intensity mediates the effect, and CSR committees strengthen it. Effects are stronger…
Peer-reviewed🇨🇳 ChinaJournalEmerging Markets Finance and Trade2026#Energy TransitionDOI
From Clicks to Sustainable Development: The Role of Platform Economy in Energy Transition
Wenqi Zhao, Mengfan He
Exploiting staggered entry of food-delivery and ride-hailing platforms across 280 Chinese cities (2008–2023), this study finds platform entry raises the urban energy transition index by about 3%, with larger gains in current energy-system p…
Peer-reviewed🇨🇳 ChinaJournalCarbon Balance and Management2026#AI × ESGDOI
AI and promote carbon reduction: exploring an optimal deep learning model to predict CO2 emissions under technological innovations and green finance
Rabia Akram, Hafiz Muhammad Naveed, Muhammad Usman Anwer +4
Using quarterly-decomposed data (ICEEMDAN) for 15 RCEP economies (2000–2024), the study benchmarks 15 neural/deep-learning models to predict CO2 emissions; an RBF network performed best (MAE 0.028, RMSE 0.040). SHAP analysis shows patents a…
Peer-reviewed🇨🇳 ChinaJournalScientific Reports2026#Climate ScienceDOI
Diverse coupling between climate change, socio-economic factors and climate potential productivity in Africa
Mo Bi
Using the Thornthwaite Memorial model with trend, correlation, and econometric analyses, this study examines spatiotemporal patterns and drivers of climate potential productivity (CPP) across Africa. CPP declined over 1901–2019 and is highl…
Peer-reviewed🇨🇳 ChinaJournalSmart and Sustainable Built Environment2026#Energy EfficiencyDOI
Artificial intelligence–assisted integration of phase change material-embedded clay bricks for net-zero modular construction
Masood Karamoozian, Hong Zhang, Aminreza Karamoozian +1
An AI-assisted framework integrates PCM-embedded clay bricks into modular walls for net-zero buildings. A PINN surrogate plus genetic algorithm re-optimizes PCM melting point, loading and placement per climate zone, evaluated via EnergyPlus…
🌍 GlobalJournalAsian Journal of Economics Business and Accounting2026#Disclosure InfrastructureDOI
Sustainability Reporting Practices in Developing Countries: A Critical Narrative Review of Determinants, Regulation, Credibility and Global Standardisation
Md. Shahriya Mannan, Sharmin Akter, Md. Kamrul Hassan Tuhin +1
This critical narrative review examines corporate sustainability reporting in developing and emerging economies, assessing determinants, regulatory effects, credibility, and the impact of global baseline standards. Firm size, industry sensi…
Peer-reviewed🌍 GlobalJournalIIARD INTERNATIONAL JOURNAL OF ECONOMICS AND BUSINESS MANAGEMENT2026#ESGDOI
Effect of Social Sustainability Reporting on Listed Industrial Goods Firms’ Economic Value Added in Nigeria
Jovita Nkechinyere Ezeji
Using 117 firm-year observations from 9 Nigerian listed industrial goods firms (2012-2024), this study tests the effect of social sustainability reporting (SSR) on economic value added (EVA) via panel random-effects regression. SSR shows a …
Peer-reviewedJournalIndonesian Journal of Innovation Multidisipliner Research2026#ESGDOI
Pengaruh Sustainability Report, Intellectual Capital, dan Keputusan Investasi Terhadap Nilai Perusahaan
Andin Dewi Nisaulah Azizah, Delvita Sari, Muhammad Hatta Mawardi +1
Using 85 observations from 17 Indonesian food & beverage listed firms (2021–2025), this study regresses firm value (PBV) on sustainability report disclosure (SRDI), intellectual capital (VAIC), and investment decisions (asset growth). Susta…
Peer-reviewedJournalManagement Theory and Studies for Rural Business and Infrastructure Development2026#Disclosure InfrastructureDOI
NARRATIVE REPORTING FOR SUSTAINABLE DEVELOPMENT OF CIVIL SOCIETY: ENHANCING TRANSPARENCY, ACCOUNTABILITY AND PUBLIC TRUST
Nataliia Pozniakovska, Bondar Mykola, Olena Tsiatkovska +3
This study positions narrative reporting as an independent accountability concept and builds a framework for civil society organizations. Combining bibliometric analysis of 380 Dimensions-indexed publications, a review of the IFR4NPO/INPAS …
Peer-reviewed🇪🇺 EuropeJournalAnnals of Operations Research2026#AI × ESGDOI
The conditional value relevance of ESG and innovation disclosures: a multi-method analysis of European firms combining panel econometrics and machine learning
Andreas Errikos Delegkos, Evangelia Arsenou, Dionisis Cavouras +2
Using Ohlson's framework, this study combines panel econometrics with Random Forest to assess value relevance of ESG and innovation disclosures in European non-financial firms. Social-governance and environmental innovation show no linear l…
Preprint🌍 GlobalOSF Preprints (OSF Preprints)2026#ESG
ESG Disclosure and Financial Performance: A Comparative Case Study of Sustainable Investing Signals in Rio Tinto and Anglo American
TUSHAR K
A comparative case study of Rio Tinto and Anglo American examining how ESG disclosure relates to sustainable-investing signals and financial performance. It explores the channels through which sustainability disclosure is reflected in firm …