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-reviewedJournalEnvironmental and Sustainability Indicators2026#OtherDOI
Sustainable agriculture toward carbon neutrality: A quantitative and qualitative assessment
Shanmugam Gokul, V Aparna Mohan, Ramasubramanian Sabarivasan +4
This paper provides a quantitative and qualitative assessment of sustainable agriculture pathways toward carbon neutrality. It evaluates GHG reduction measures and soil carbon sequestration, highlighting the role of agriculture in climate m…
Peer-reviewedConferenceSPE Conference at Oman Petroleum & Energy Show2026#CCUSDOI
AI-Driven Intelligent CO2 Capture System for Decarbonization in Hard to Abate Industrial Sectors Towards Oman Vision 2040
Ahmad Saeed, Mahmoud Al Mughairi, Ala'a Al Muhtaseb
This study proposes an AI-based CO2 capture system using chemical absorption that adapts to fluctuating flue gas compositions. A tuned Random Forest regression model maps inputs to performance metrics, enabling quick screening of feasible o…
Peer-reviewed🌍 GlobalConferenceSPE Conference at Oman Petroleum & Energy Show2026#PolicyDOI
Supporting Oman's Decarbonization Strategic Planning: Tree-Based Machine Learning Approaches for Forecasting Carbon Dioxide Emissions
Nasir Khan, Nasser Hammod Al Sawwafi, Osama Ajaz +2
This study develops tree-based machine learning models using 1965-2022 data to forecast CO2 emissions in Oman for its 2050 net-zero target. The best model (Extremely Randomized Trees) achieved R2=0.999, identifying natural gas consumption a…
Peer-reviewed🌍 GlobalConferenceSPE Conference at Oman Petroleum & Energy Show2026#HydrogenDOI
White Hydrogen Exploration: A Geologic Roadmap to Scalable Decarbonization
Shahjahan Khan, Nadeem Ahmad
This paper examines white hydrogen as a low-cost, clean energy source that could accelerate the energy transition. It reviews global exploration cases and proposes a phased roadmap for Pakistan, using geological analogues. White hydrogen co…
Peer-reviewed🇪🇺 EuropeJournalNatural resources forum (Print)2026#Energy TransitionDOI
Sustainable Development Goals Applied to the Maritime Transportation Sector: Setting Sail for the Future
Cátia Sousa, Ana Brasão, T. Silva +1
This paper examines the application of Sustainable Development Goals (SDGs) to the maritime transport sector in the EU. It identifies SDGs 7, 9, 12, 13, and 14 as most relevant, emphasizing clean energy and climate action. Strategies includ…
Peer-reviewed🌍 GlobalJournalMultifinance2026#Climate FinanceDOI
LEVERAGING GREEN FINANCING FOR SUSTAINABLE RURAL DEVELOPMENT IN AFRICA
Shadreck Nhorito, Manhando Tendai
This study uses bibliometric analysis to examine leveraging green financing for sustainable rural development in Africa. Key factors include policy clarity, taxonomies, stable regulations, and alignment with global climate-finance architect…
Peer-reviewed🇺🇸 USAJournalFrontiers in Environmental Science2026#AI × ESGDOI
The green potential of artificial intelligence: revisiting energy consumption, growth, and ecological footprint in the United States
Mohammad Ridwan, Jeremy Ko, C. Leung +1
This study examines how AI innovation, energy consumption, economic growth, industrialization, and population affect the US ecological footprint from 1996 to 2024 using ARDL and robustness tests. Results show AI innovation reduces ecologica…
Peer-reviewed🌍 GlobalJournalState and Regions. Series: Economics and Business2026#Energy TransitionDOI
GLOBAL TRENDS IN THE DEVELOPMENT OF THE METALLURGICAL INDUSTRY AND TECHNOLOGICAL TRANSFORMATION UNDER DECARBONIZATION: IMPLICATIONS FOR UKRAINE'S POST-WAR RECOVERY
O. Ilyash, V. Khaustova, І. Hubarieva +1
This paper analyzes global decarbonization trends in the metallurgical industry, focusing on the shift from blast furnaces to DRI/EAF and hydrogen-based technologies, and the impact of carbon pricing. It highlights implications for Ukraine'…
Peer-reviewedJournalFrontiers in Sustainable Energy Policy2026#HydrogenDOI
Assessing the environmental and socio-economic challenges and opportunities for the green hydrogen economy in South Africa
G. E. Olifant, S. Mathetsa
This paper critically examines the environmental and socio-economic impacts of green hydrogen development in South Africa, identifying challenges and opportunities. As Africa's largest GHG emitter, South Africa can use green hydrogen to dec…
Peer-reviewed🇨🇳 ChinaJournalThe Journal of Portfolio Management2026#Climate FinanceDOI
Materiality-Weighted Portfolio Carbon Footprint: A More Accurate Measure for Transition Risk
Guido Giese, Anett Husi, Chris Cote +3
This paper argues that total portfolio carbon footprint serves both climate impact and transition risk assessment, but these goals require different approaches. It proposes a materiality-weighted carbon footprint focusing on emissions most …
Peer-reviewedJournalOcean Engineering2026#CCUSDOI
Quantitative risk analysis for onboard carbon capture system and port reception of CO2
Buqing Wang, Jiaqi Niu, Ye Ning +5
This paper conducts a quantitative risk analysis for onboard carbon capture systems and the port reception of captured CO2. It identifies key challenges and safety requirements for implementing ship-based carbon capture and handling, contri…
Peer-reviewedJournalEnergy Strategy Reviews2026#Energy TransitionDOI
Strategic evolution of port oil depot scheduling: From local optimization to integrated low-carbon energy hubs
Weiqiang Wang, Min Liu, Jun Liu +6
This paper explores the strategic evolution of port oil depot scheduling from local optimization to integrated low-carbon energy hubs, highlighting the role of port infrastructure in the energy transition. Specific findings are unclear due …
Peer-reviewedJournalMaterials Today Chemistry2026#CCUSDOI
Porphyrin-based metal-organic frameworks for photocatalytic CO2 reduction: Structural innovation, mechanistic insights, and sustainable pathways toward carbon neutrality: A comprehensive review
Fang-Yu Liang, Yen-Ping Peng, Po-Jung Huang
This comprehensive review examines porphyrin-based metal-organic frameworks (MOFs) as photocatalysts for CO2 reduction. It covers structural innovations, mechanistic insights, and sustainable pathways toward carbon neutrality, highlighting …
Peer-reviewed🇪🇺 EuropeJournalEnvironmental Sciences Europe2026#ESGDOI
Are circular economy practices drivers of carbon neutrality? Cross-industry insights from European firms’ perspective
Paula Serna-Serna, Lirios Alós-Simó, Viktor Prokop +1
This study analyzes the differential impact of circular economy practices (reduction, recycling, redesign) on corporate carbon neutrality (CCN) adoption using data from 6,393 firms across 27 EU countries. Redesign and recycling drive CCN ad…
Peer-reviewedJournalDOAJ (DOAJ: Directory of Open Access Journals)2026#Carbon PricingDOI
Dynamics of Corporate Financial Performance in IDX Carbon Initial Trading Participation: A DuPont Five-Step Approach
Danil Maulana, A. Ifayani Haanurat, Asri Jaya
This study examines the financial performance of companies participating in the inaugural IDX Carbon trading in Indonesia using DuPont Five-Step analysis. No significant short-term changes in ROE were found, but adjustments in ROE component…
🌍 GlobalJournal2026#ESGDOI
ESG Consulting and Sustainability Services Report
Murali Krishna Pasupuleti
This paper develops a comprehensive framework for ESG consulting and sustainability services in an era of regulatory acceleration, climate uncertainty, digital transformation, and stakeholder accountability. It covers foundational theory, s…
Peer-reviewedJournalZenodo (CERN European Organization for Nuclear Research)2026#ESGDOI
Gobernanza Minera por Pares: propuesta para un sistema SNMPE–ICMM de regulación preventiva del desempeño social, ambiental y operacional
César Daniel Reyna Ugarriza
This paper proposes a peer-based mining governance system in Peru, led by SNMPE and ICMM, aiming to prevent social conflict, environmental gaps, and operational weaknesses before they escalate. Drawing from nuclear industry peer review mode…
Peer-reviewed🌍 GlobalJournalZenodo (CERN European Organization for Nuclear Research)2026#Renewable EnergyDOI
Biomass Energy: Thorough Analysis towards Sustainable Development
Sampreeth N. Ganganagoudar
This paper comprehensively reviews biomass energy conversion processes (thermochemical, biochemical, chemical), emphasizing its potential for decentralized energy production and rural electrification in developing countries like India. It a…
Peer-reviewed🇪🇺 EuropeJournalSustainable Development2026#Energy TransitionDOI
Asymmetric Effects of Medium‐ and High‐Tech Industries on Environmental Sustainability and the <scp>SDGs</scp> in the <scp>EU</scp> ‐5: Evidence From Green Energy Transition and the Load Capacity Curve
Abdullah Emre Çağlar, Mustafa Naimoğlu, Mehmet Mert
This study analyzes the asymmetric effects of medium- and high-tech industries on environmental sustainability in the EU-5 economies using an asymmetric CS-ARDL framework. Results show that negative shocks to these industries persistently w…
Peer-reviewed🌍 GlobalJournalEconomics Finance and Accounting2026#Energy TransitionDOI
ENERGY TRANSITION, POLICY ANNOUNCEMENTS, AND CRITICAL METAL PRICES: EVIDENCE FROM LITHIUM, COBALT, NICKEL AND COPPER
Andranik Arakelyan
This paper empirically analyzes how the energy transition affects critical metal prices (lithium, cobalt, nickel, copper). It finds that low-carbon technology expansion does not uniformly impact these metals, highlighting the need for a dif…