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-reviewedJournalJournal of Petroleum Technology2026#CCUSDOI
Study of Sustainable Gas Exploitation Reveals Benefits of CO2 Fracturing
C. Carpenter
This study evaluates CO2-based fracturing as a sustainable alternative for shale gas development in Mexico's water-stressed Burgos Basin. Techno-economic analysis compares pure CO2, industrial CO2, and slickwater, showing CO2 fracturing is …
Peer-reviewedCNJournalProcesses2026#Energy TransitionDOI
Flue Gas Deacidification Technologies for Waste-to-Energy Plants in China: A Review of Progress, Mechanisms, and Perspectives
Qi Miao, Zhengdong Jiang, Xianfeng Jiao +6
This review addresses acid gas challenges in China's waste-to-energy incineration, hindering low-carbon transition. It identifies limitations of high-temperature deacidification and proposes a staged temperature-gradient synergistic pathway…
Peer-reviewedJournalEcological Engineering & Environmental Technology2026#CCUSDOI
Improving biomass yield in bubble column reactors: A review on cultivation, treatment, and applications of microalgae
Ahmed J. Abd, Shurooq T. Al-Humair, Riyadh S. Al-Mukhtar +4
This review examines bubble column reactors (BCRs) for microalgae cultivation, highlighting their low energy consumption and shear stress, and strategies to improve productivity such as lighting optimization and wastewater use. BCRs offer p…
Peer-reviewed🇨🇳 ChinaJournalJournal of the European Ceramic Society2026#OtherDOI
Carbon nanotube-reinforced 3D-printed porous geopolymer derived from alkali-activated coal gangue and fly ash: High-temperature phase evolution and mechanical properties
Shu Yan, Xupeng Zhai, Mi Zhou +3
This study investigates carbon nanotube-reinforced 3D-printed porous geopolymers derived from alkali-activated coal gangue and fly ash, focusing on high-temperature phase evolution and mechanical properties. The work demonstrates potential …
Peer-reviewed🇨🇳 ChinaJournalJournal of Power Sources2026#Renewable EnergyDOI
Lignin-based functional materials for advanced photovoltaics: From natural polymer to high-efficiency solar cells
Chao Wang, Wenhuan Cao, Hui Li +1
This paper reviews the application of lignin-based functional materials in photovoltaics. Lignin, a natural polymer, offers a low-cost and sustainable alternative for enhancing solar cell performance, contributing to the advancement of rene…
Peer-reviewed🇨🇳 ChinaJournalSolar Energy2026#Renewable EnergyDOI
A critical review of design frameworks and performance assessment of photovoltaic applications on parking lots
Wen Zhang, Yuhan Chen, Shisheng Chen
This critical review systematically examines design frameworks and performance assessment methods for photovoltaic (PV) applications on parking lots. It highlights the potential of parking lot PV to combine efficient land use with renewable…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#AI × ESGDOI
Climate Policy Uncertainty and Corporate Sustainable Performance: An Empirical Study Based on Chinese Listed Companies
Xiao Qin, Quan Fang, Yuan Virtanen
This study empirically examines the impact of climate policy uncertainty on corporate sustainability (ESG scores) using Chinese A-share listed firms from 2016 to 2025. Employing a two-way fixed-effects model, it finds that climate policy un…
Peer-reviewed🇨🇳 ChinaJournalAsian Journal of Law and Policy2026#PolicyDOI
Law, Energy, and the Environment: How Rule of Law Conditions the Carbon Impact of Energy Consumption in Developing Economies
Hui Shan Lee, Yu Zhe Chew, Suwen Xie
Using panel data from 37 developing economies (2015-2023), this study examines how fossil fuel and renewable energy consumption affect CO2 emissions, and whether the rule of law moderates these effects. Baseline results show fossil fuel con…
Peer-reviewed🇨🇳 ChinaJournalAgricultural and Forest Meteorology2026#Renewable EnergyDOI
Integrated assessment of biogeophysical impacts and sustainable siting for China's photovoltaic boom
Xian Liu, Guihua Yi, Liming Jiang +3
This study assesses the biogeophysical impacts of China's rapid photovoltaic expansion, such as surface temperature and albedo changes, and proposes an integrated framework for sustainable siting. It provides empirical insights linking rene…
Peer-reviewed🇨🇳 ChinaJournalBehavioral Sciences2026#Energy TransitionDOI
Self-Determination Theory in the Social Acceptance of Sustainable Energies and Technologies: A Comprehensive Review
Mei Xie, Zhuofan Yang, Yiyan Li +3
This review systematically synthesizes the application of Self-Determination Theory (SDT) to social acceptance of sustainable energy technologies. Following PRISMA, 34 studies (2000-2026) were analyzed, showing that autonomous motivation, s…
Peer-reviewed🇨🇳 ChinaJournalEnergies2026#Energy TransitionDOI
Energy Transition and Carbon Emissions in NICs: Evidence from the CS-ARDL Approach and Dynamic ARDL Simulation
Rui Zhou
Using panel data from NICs (1990-2022), this study applies CS-ARDL and dynamic ARDL simulations to examine the energy transition-CO2 emissions nexus. It finds the EKC hypothesis invalid, while higher renewable energy shares yield long-term …
Peer-reviewed🇨🇳 ChinaJournalEnvironmental Science & Technology2026#AI × ESGDOI
WaterMAP: A ScalableMachine Learning Framework forEmission-Factor-Derived Spatiotemporal GHG Prediction and Mitigationin Wastewater Treatment Plants
Jinqi Jiang, Zhijing Wu, guosen zhang +9
WaterMAP is a scalable ML framework for predicting GHG emissions from wastewater treatment plants. Using data from 5155 Chinese WWTPs, it estimates Scope 1/2/3 emissions and suggests 9.6-34.0% reduction potential by 2060.
Peer-reviewed🇨🇳 ChinaJournalSystems2026#AI × ESGDOI
Evolution of Coupling Coordination Between Artificial Intelligence and High-Quality Energy Development: Evidence from China
Mengqi Yuan, Wenfei Zang, Guangchong Chen
Using provincial data from China (2012-2022), this study analyzes the coupling coordination between AI and high-quality energy development (AHCC). Both advanced, but AI lagged and regional disparities persisted, with intensifying spatial au…
Preprint🌍 GlobalOSF Preprints (OSF Preprints)2026#Policy
Design Choices or Real Effects? Explaining Heterogeneity in the Green-Innovation Effects of China's Emissions Trading Scheme: A Three-Level Meta-Regression
万尧
This meta-analysis synthesizes quasi-experimental evidence on China's ETS and green innovation, using three-level meta-regression to disentangle design choices from real policy effects. It pre-specifies moderators and publication bias tests…
Peer-reviewedJournalInternational Journal of Advanced Business Studies2026#TCFDDOI
Climate-Related Financial Disclosures: A Theory-Driven Integrated Review in the IFRS S1 and S2 Era
Wisdom Okere, Cosmas Ambe
This review integrates empirical research on climate-related financial disclosures (CRD) in the IFRS S1/S2 era, synthesizing findings on determinants, quality, and consequences. Applying multiple theories to studies from 2010-2025, it finds…
Peer-reviewed🌍 GlobalJournalFinance research letters2026#Carbon PricingDOI
Carbon Border Shocks and the Limits of Aggregate ESG Scores: Evidence from the EU CBAM
Tao Huang, Zhixin Liu, Chenyue Zhou
This paper analyzes the impact of the EU Carbon Border Adjustment Mechanism (CBAM) on corporate ESG scores, demonstrating that aggregate ESG scores fail to adequately capture carbon border shock risks. Using financial and emissions data of …
Peer-reviewedJournalJurnal Ekonomi Bisnis dan Akuntansi2026#ESGDOI
Peran Pengungkapan Sustainability Report dan Kepemilikan Institusional dalam Meningkatkan Nilai Perusahaan
Maghfiratul Aini, Erna Chotidjah Suhatmi, Umi Hanifah
This study examines the impact of sustainability report disclosure and institutional ownership on firm value for Indonesian basic industry and chemical sector firms. Multiple regression analysis shows institutional ownership significantly a…
🌍 GlobalDatasetDRYAD2026#Supply ChainDOI
Data and code from: False reporting undermines the integrity of supply chain sustainability initiatives
Federico Cammelli, Johan Six, Rachael Garrett
This study quantifies collusion in sustainability verification reports for cocoa supply chains, finding 25% collusion, reduced to 11% by withholding compliance thresholds. It underscores that monitoring and traceability alone are insufficie…
Peer-reviewed🌍 GlobalJournalThe Lancet Planetary Health2026#AI × ESGDOI
Advancing environmental sustainability in health care: evaluating and prioritising sustainability measures for quality reporting and improvement
Michael Padget, Gregg Furie, Dionne Kringos +2
This paper is the first to systematically evaluate environmental sustainability measures for healthcare using quality measurement criteria. Six measures were assessed, and a minimum set of greenhouse gas emissions (scopes 1 and 2), water us…
Peer-reviewed🌍 GlobalJournalEuropean Accounting Review2026#Disclosure InfrastructureDOI
Investor Perceptions of the Adoption of Mandatory Sustainability Reporting Standards
Nan Deng, Xi Chen, Giovanna Michelon
This paper empirically investigates investor perceptions of mandatory sustainability reporting standards. Co-authored by researchers from the University of Bristol and the University of Padua, it analyzes how the adoption of such standards …