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-reviewedJournalChemRxiv2026#AI × ESGDOI
Explainable Machine Learning for Low-Emission Methane Tri-Reforming: Carbon Formation, Hydrogen Production, and Operating-Window Optimization
Zahra Yaghoubi, Mahyar Mansouri, Hosein Alimardani +2
This study applies explainable machine learning to optimize methane tri-reforming (TRM) for low-emission hydrogen production and CO2 utilization. Using 46,464 equilibrium data points, a neural network achieved the best predictive performanc…
Peer-reviewedCNJournalPLoS ONE2026#ESGDOI
Informal institutions and corporate carbon emissions: Evidence from China’s listed companies
S. Hou
Using data from Chinese listed firms (2010-2020), this study finds that indigenous religious culture (Buddhism and Taoism) significantly reduces corporate carbon emissions. The effect operates through enhanced CSR, eased financing constrain…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#Energy TransitionDOI
The Impact of Data Capital on Low-Carbon Technology Adoption Among Farmers: A Survey of Wheat Growers in Heze City, Shandong Province
Xiumei Xu, Hongjuan Liu, Jian Xu
Using survey data from 602 wheat farmers in Heze, Shandong, this study applies an ordered probit model to examine how data capital influences low-carbon technology adoption. Data capital significantly promotes adoption, with ecological cogn…
PreprintPreprints.org2026#Energy TransitionDOI
3D-Printed Low-Carbon UHPC Using Limestone Calcine Clay Cement (LC3)
Shunyang Yao, Mehdi Chougan, Doo-Yeol Yoo +1
This study develops a low-carbon ultra-high performance concrete (UHPC) using limestone calcined clay cement (LC3) for 3D concrete printing (3DCP). Compared to conventional Portland cement-based 3DP-UHPC, it maintains mechanical properties …
Peer-reviewedJournalRevista Académica Institucional2026#Energy TransitionDOI
Sostenibilidad de las organizaciones inteligentes en la quinta revolución industrial: 3 tendencias para el año 2026
Luis Fernando Benavides Gonzalez
This paper examines how intelligent organizations, particularly SMEs in Costa Rica, can adapt to Industry 5.0 through three trends: smart technology integration for energy efficiency and circular economy, digital humanization, and electric …
Peer-reviewedJournalJournal of Colloid and Interface Science2026#HydrogenDOI
Waste wood-derived dual Z-scheme WO3/ZnIn2S4/biochar heterojunctions design: Renewable biomass transition for efficient photocatalytic hydrogen evolution.
Y. Qu, Shihu Lei, Xinyang Zhang +4
A ternary heterojunction WO3/ZnIn2S4/biochar derived from waste wood achieved a hydrogen evolution rate of 4.82 mmol/g/h under visible light, 9.4 times higher than pure ZnIn2S4. DFT and ESR analyses confirmed a dual Z-scheme mechanism, with…
Peer-reviewedJournalPeerJ Computer Science2026#AI × ESGDOI
Improved greenhouse segmentation
via
YOLOv8 and segment anything model for energy and hydrogen demand forecasting
Jiyoung Ko, Yong-Woon Kim, Y. Byun
This study proposes a deep learning framework for accurate greenhouse detection and segmentation from high-resolution aerial images. By integrating class-weighted loss and class-aware sampling into YOLOv8, it achieved mAP@0.5:0.95 of 0.566.…
Peer-reviewedCNJournalChinese Management Studies2026#Climate RiskDOI
Climate risk and corporate sustainable innovation: evidence from Chinese A-share listed companies
Shu Shang, Yanxi Li
Using panel data from Chinese A-share listed companies (2008-2023), this paper empirically examines how climate risk affects corporate sustainable innovation. It finds that climate risk significantly inhibits R&D inputs and patent outputs, …
Peer-reviewedJournalMathematics2026#AI × ESGDOI
Evaluating the Financial Performance of CSR Strategies and Sustainable Operations in Mexican Companies: An Explainable Machine Learning Approach
Laura Elena Jiménez-Casillas, Román Rodríguez-Aguilar, Marisol Velázquez-Salazar +1
This study measures the individual impact of CSR and sustainable operations on financial performance for Mexican listed firms using Random Forest and explainable ML (ICE, PDP, SHAP). Environmental scores show the most consistent contributio…
Peer-reviewedJournalInternational Journal of Islamic Finance and Sustainable Development2026#Transition FinanceDOI
Incorporating Sustainability Agenda in Ṣukūk: Evidence from Bangladesh
Mezbah Uddin Ahmed, Md. Mahabbat Hossain, Imene Tabet
Analyzes how sustainability agendas are incorporated in sukuk issuance in Bangladesh, finding that most issuances integrate sustainability but third-party verification and impact reporting are inadequate, and investor demand is low due to l…
Peer-reviewedJournalBIO Web of Conferences2026#ESGDOI
Corporate Climate Action in Practice: Tracking GHG Emission and Energy Performance Across Taiwanese Industries
B. Solikhah, Edi Sarwono, Fina Khurul Aini
Analyzing Taiwanese listed firms (2016-2023), this study finds that energy management performance improves while GHG emission performance stagnates, with weak correlation between the two. It highlights the effort-outcome gap in corporate cl…
Peer-reviewed🌍 GlobalJournalSustainable Development2026#Climate FinanceDOI
When Co‐Creation Falls Short in Institutionally Thin Environments: How Green Finance and Sustainability Governance Unlock Environmental Innovation
Christian Narh Opata, Elias Appiah‐Kubi, S. Tetteh +2
This study analyzes survey data from 483 Ghanaian SMEs using SEM to examine how value co-creation, green financing, and sustainability governance affect environmental innovation. Findings show co-creation's impact is mediated by green finan…
Peer-reviewedJournalStudi Akuntansi Keuangan dan Manajemen2026#ESGDOI
Leveraging Green Finance and Green Innovation for Enhance Eco-Friendly SMEs Performance
Joni Hendra, Khusnik Hudzafidah, Feni Wilamsari +1
This study analyzes 150 eco-friendly SMEs in East Java, Indonesia, using PLS-SEM to examine the impact of green finance and green innovation on business performance. Both positively affect performance, mediated by environmental sustainabili…
Peer-reviewedJournalEuropean journal of sustainable development research2026#AI × ESGDOI
Digitalization of integrated management systems for operational efficiency: Insights from industry and sustainability reports–A systematic review
Sajjad Ahmed
This systematic review analyzes how digitalizing integrated management systems (IMS) impacts operational efficiency, sustainability, and strategic value, drawing on 69 studies and corporate reports. AI, IoT, and cloud technologies enable re…
Peer-reviewedCNJournalCorporate Social Responsibility and Environmental Management2026#Supply ChainDOI
Corporate Social Responsibility, Eco‐Finance, and Circular Supply Chain Performance: The Role of Green Innovation and Circular Supply Chain Adoption in China's Sports Industry
Hongxing Yang, Di Yang, A. Absamatov
Using PLS-SEM on 376 Chinese sports-goods firms, this study shows CSR and eco-finance promote green innovation, which sequentially drives circular supply chain adoption and performance. The effects are indirect, highlighting the importance …
Peer-reviewed🌍 GlobalJournalInternational Journal of Financial Studies2026#ESGDOI
Observation of Tax Transparency Reporting by Top 40 JSE-Listed Firms
Nontuthuko Khanyile, M. Phesa
This study evaluates tax transparency reporting among top 40 JSE-listed firms, distinguishing mandatory and voluntary disclosures. Findings show high compliance with mandatory requirements but selective voluntary transparency, lacking detai…
Peer-reviewedCNJournalSustainability2026#ESGDOI
Insurance Institutional Ownership, Corporate Resilience, and Sustainable Development: Evidence from Chinese A-Share Firms
Zongjun Zhang, Xinyu Dang
This study examines whether insurance institutional ownership, as patient capital, is associated with corporate resilience using panel data from Chinese A-share firms (2008-2024). Constructing a multidimensional resilience index, the author…
Peer-reviewedJournalInvestment Management & Financial Innovations2026#ESGDOI
Green finance and ESG practices as drivers of multidimensional corporate performance: Evidence from UAE-listed firms
Akram Ramada, Mohamed Ahmed Shemeis, Ahmed Moustafa Aldabousi +1
This study analyzes how green finance and ESG practices affect multidimensional corporate performance among UAE-listed firms using structural equation modeling. Results show positive and complementary effects on efficiency, effectiveness, s…
Peer-reviewedJournalInternational Journal of Innovative Science and Research Technology2026#AI × ESGDOI
Beyond Compliance: A Policy-Driven Digital Governance Framework for Embedding Procurement Sustainability in Nigeria’s Bureau of Public Procurement
Adedokun A. Adebowale
This study evaluates Nigeria's digital procurement reforms and proposes a Policy-Driven Digital Governance Framework (PDGF) integrating AI anomaly detection, OCDS, and gender-responsive green procurement. Simulation suggests potential savin…
Peer-reviewed🌍 GlobalJournalSustainability2026#ESGDOI
Sustainability Auditing in State-Owned Agricultural Enterprises: A TIGEM Pilot on the Energy–Water Nexus
Ayşegül Yıldırım, Kasırga Yıldırak
This study develops an MRV-oriented sustainability internal audit framework for state-owned agricultural enterprises and pilots it at three TIGEM sites in Turkey. Using 88 indicators from GRI, B Corp, IRIS+, and EU Green Deal, it shows aggr…