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 · JournalSustainability2026#Climate FinanceDOI
A Machine Learning Approach to Green Finance: Pathways for Enhancing Entrepreneurship, Employment, and the Energy Pillar of the Just Transition
Ilyes Abidi, Hesham Yousef Alaraby, Ghassan Rabaiah
Using Causal Forests on a panel of eight Saudi cities (2000-2024), this study finds that green finance causally improves the energy transition pillar (effect ≈0.81 standardized units) but has weaker and heterogeneous effects on entrepreneur…
🌍 Global📚 Peer-reviewed · JournalSustainable Development2026#Renewable EnergyDOI
Industrial Boom Versus Green Transition: Navigating
CO
2
Challenges Through Finance,
FDI
, and Renewable Energy Pathways in Emerging Economies
Tong Yang, N. Grace
This study examines CO2 emissions and drivers in E7 economies (2000-2022) using quantile regression. Renewable energy and FDI reduce emissions, supporting clean energy and pollution halo effects. However, financial depth and manufacturing/i…
📚 Peer-reviewed · JournalJurnal Bisnis Kehutanan dan Lingkungan2026#Climate FinanceDOI
Digital crowdfunding for waqf-based forest carbon projects: A model for strengthening inclusive and sustainable Islamic green finance
Nadhrah Ilmina Dilsyaadi, Faizatul Maghfirah, Muhammad Wildan
This study proposes an integrated financing model combining waqf-based forest conservation, Sharia-compliant digital crowdfunding, and voluntary carbon trading for climate mitigation in Indonesia. Qualitative interviews reveal strong potent…
🌍 Global📚 Peer-reviewed · JournalAgriEngineering2026#Carbon AccountingDOI
Measurement, Reporting, and Verification of Agricultural and Livestock Emissions: A Combined Systematic and Bibliometric Review
N. Tsigkas, Vasileios Anestis, Anna Vatsanidou +1
This paper presents a systematic and bibliometric review of MRV techniques for agricultural and livestock GHG emissions. Analyzing 5,340 studies (1990-2025) and systematically reviewing 100 (2020-2025), it identifies four MRV approaches: in…
Kuwait Oil & Gas Show2026#Energy TransitionDOI
Framework for Managing Energy Transition in Kuwait Oil Company
B. Al-Moosawi, N. Aravind, M. Haider
This paper presents Kuwait Oil Company's energy transition framework to achieve net-zero by 2050. It integrates flaring elimination, energy efficiency, renewables, CCUS, and offsetting into existing management systems and governance. The fr…
🌍 Global📚 Peer-reviewed · JournalSocial Science Research Network2026#AI × ESGDOI
Global AI -ESG Fixers-future Implementors and Partnership Sustainable Governance Doers Equally Challenged: Matrices, Planetary Boundaries, and Tokenomic Self Sufficiency Resilience
H. Akula
This paper proposes a novel climate governance framework integrating AI, remote sensing, and trade policy. Using the EU's CBAM as a case, it argues for a universal treaty-based architecture to mitigate adverse impacts on developing countrie…
CN📚 Peer-reviewed · JournalNature Communications2025#Energy TransitionDOI
Reducing transition costs towards carbon neutrality of China’s coal power plants
Rui Wang, Wenjia Cai, Ryna Yiyun Cui +14
This paper examines strategies to reduce the economic costs of transitioning China's coal power plants to carbon neutrality. It explores policy mechanisms and technological options to minimize stranded assets and ensure a just transition.
📚 Peer-reviewed · JournalEnergies2026#CCUSDOI
Design and Economic Evaluation of the Increase to 95% CO2 Removal in Power Generation and Gas Discharge of a Steel Plant
Omnia W. F. M. Farag, S. Moioli
This paper presents process optimization and techno-economic evaluation of an MEA-based CO2 capture system targeting 95% removal efficiency in a steel plant. Key parameters such as absorber height and lean loading are optimized, showing onl…
📚 Peer-reviewed · JournalNature2026#CCUSDOI
CO2 subsurface mineral storage by its co-injection with recirculating water
E. Oelkers, S. Arkadakskiy, Z. Ahmed +12
This paper reports an industrial-scale pilot project in western Saudi Arabia that demonstrates CO2 mineral storage in mafic and ultramafic rocks using recirculated subsurface fluids, eliminating the need for external water. The approach add…
CN📚 Peer-reviewed · JournalScience Advances2026#Scope 1/2DOI
China’s petrochemical plants’ CO2 emissions and high-impact contributors for carbon-neutrality production
Xiujing Chen, Tianyang Lei, Weichen Zhao +3
This study analyzes CO2 emissions from 3,119 petrochemical plants in China, covering 123 products and 185 processes. Annual emissions are estimated at 813.7 Mt CO2 (±25%). Low-carbon substitutions can reduce carbon intensity by up to 2.9 tC…
🌍 Global📚 Peer-reviewed · JournalJournal of Petroleum Technology2026#CCUSDOI
Deep-Learning Technique Optimizes Sequestration, Oil Production in CCUS Projects
C. Carpenter
This study applies a temporal fusion transformer (TFT) deep-learning model to optimize CO2 sequestration and oil production in CCUS projects. Using data from six legacy CO2 EOR fields in the Permian Basin, it evaluates various water-alterna…
📚 Peer-reviewed · JournalIOP Conference Series: Earth and Environment2026#CCUSDOI
Utilization of captured carbon for fuel and chemical synthesis
C. Tan, C. T. Yaw, J. S. P. Koh +2
This mini-review introduces carbon capture and utilization (CCU) technologies, focusing on thermochemical and electrochemical conversion of CO2 into fuels and chemicals such as syngas, ethanol, methanol, and methane. It outlines the mechani…
CN📚 Peer-reviewed · JournalEnvironmental Science and Ecotechnology2026#Carbon AccountingDOI
Plant-level carbon accounting of China's pulp and paper industry via multimodal fusion
Song Hu, Hua-Zhe Qi, Zifei Wang +3
This study proposes a multimodal data fusion framework integrating high-resolution remote sensing and plant textual data for plant-level carbon accounting in China's pulp and paper industry. Applied to 720 plants, it estimates 163.6 Mt CO2 …
📚 Peer-reviewed · JournalSustainability2026#Energy TransitionDOI
Systemic Carbon Lock-In Dynamics and Optimal Sustainable Reduction Pathways for a Just Industrial Transition in South Africa
O. Inah, P. Sotenga, U. Akuru
This study analyzes decarbonization pathways for South Africa's manufacturing sector using an integrated Kaya-LMDI decomposition and genetic algorithm optimization. Historical analysis shows emissions growth driven by residual carbon factor…
ConferenceOffshore Technology Conference2026#CCUSDOI
An Alternative for Injectivity Measurements in Secondary-Tertiary Recovery and CCUS Operations
G. García, F. Dubost, H. Dumont +6
This paper introduces a novel technology for in-situ injectivity testing in reservoirs, crucial for secondary/tertiary recovery and CCUS operations. It uses a modified deep transient testing technique with a surface-controlled circulating s…
📚 Peer-reviewed · JournalJournal of the American Chemical Society2026#CCUSDOI
Scalable Carbon Dioxide Capture Using Clay-Derived Zeolites via Atomic Rearrangement.
Jinlei Li, Junyan Li, Siyuan Fang +14
This study reports scalable synthesis of Linde Type A zeolite from halloysite clay via atomic rearrangement, achieving CO2 adsorption capacity of 5.0 mmol/g, high CO2/N2 selectivity (178), and robust cyclic stability. The transformation fro…
🌍 Global📚 Peer-reviewed · JournalNational Science Review2026#CCUSDOI
Kaolin-derived zeolite enables high-performance carbon capture with gigaton-scale potential
Jinlei Li, Junyan Li, Siyuan Fang +5
This study demonstrates that kaolin clay can be converted into high-performance LTA zeolite for CO2 capture, achieving record adsorption capacities across a wide concentration range (from ambient air to flue gas) with excellent cycling stab…
📚 Peer-reviewed · JournalThe University Journal2026#Disclosure InfrastructureDOI
Influence of Corporate Sustainability Reporting Directive on Environmental, Social, and Governance Risk Management Strategies among Companies Listed on the Nairobi Securities Exchange
D. M. Kinyua
This exploratory study analyzes the influence of the EU's Corporate Sustainability Reporting Directive (CSRD) on ESG risk management strategies of five leading companies listed on the Nairobi Securities Exchange. Findings indicate that whil…
📚 Peer-reviewed · JournalSocial Science Research Network2026#Disclosure InfrastructureDOI
Trust and Credibility in Sustainability Reporting
G. Ormazabal
This paper examines mechanisms for generating trust in sustainability reporting, arguing that credibility requires a village of stakeholders (boards, capital providers, regulators, etc.) each contributing through different channels. It iden…
🌍 Global📚 Peer-reviewed · JournalBusiness Strategy and the Environment2026#ESGDOI
Not All Green Lies Are Equal: Governance Strength and Financial Pressure Across ESG Reporting Biases in Family‐Dominated Markets
B. Solikhah, Ching‐Lung Chen, Pei‐Yu Weng
This study examines how governance strength, financial pressure, and family control influence ESG reporting biases (overstatement and understatement). Strong governance reduces greenwashing, while high short-term financing risk increases it…