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.
CN📚 Peer-reviewed · JournalAsian Journal of Water Environment and Pollution2026#Energy TransitionDOI
Toward carbon neutrality: The impact of the opening of high-speed rail on urban green total factor energy efficiency in China
Lan Yu, Chunheng Fu, Ting Yu +1
This study examines the impact of high-speed rail (HSR) opening on urban green total factor energy efficiency (GTFEE) in China using a dynamic network slacks-based measure and staggered difference-in-differences method. Results show HSR sig…
CN📚 Peer-reviewed · JournalResources Environment and Sustainability2026#Scope 3DOI
Coupled water–carbon burden transfers in staple-crop supply chains: trade-driven responsibility shifts, inequality signals and sustainability options in China
Chuanbin Liang, Wenxin Zhang, Shichao Chen +2
This study analyzes the coupled water and carbon burden transfers in China's staple-crop supply chains, quantifying trade-driven responsibility shifts and regional inequality. It identifies sustainability options for reducing these burdens,…
🌍 Global📚 Peer-reviewed · JournalAdvances in Economics Management and Political Sciences2026#Carbon PricingDOI
The Empirical Analysis of Carbon Border Adjustment Mechanism's Impact on China's Foreign Trade and the Multidimensional Impact Assessment
Chuxuan Wei
This study empirically analyzes the impact of the EU's CBAM on steel, aluminum, and downstream sectors like automotive, using a reproducible 'industry-product-factor' framework. It quantifies border carbon cost increases due to the absence …
🌍 Global📚 Peer-reviewed · JournalNature Climate Change2026#Carbon PricingDOI
Early signs that the EU carbon border adjustment mechanism is reshaping EU–India steel trade
Gian Luca Vriz, Theodor Cojoianu, Carolyn Fischer +1
This firm-level analysis of Indian steel exporters reveals that high-emission firms significantly reduced EU exports and revenues during the CBAM reporting phase, while low-emission firms maintained their levels. The supply chain adjustment…
🌍 Global📚 Peer-reviewed · JournalBusiness Strategy and the Environment2026#Scope 3DOI
What Do We Know About Scope 3 Emissions in Small‐ and Medium‐Sized Enterprises? Mapping Current Knowledge and Advancing a Theory–Practice‐Oriented Framework
Chidinma Uchendu, Okechukwu Okorie, Fatemeh Khosravi +3
This PRISMA-guided systematic review synthesises 49 SME-relevant studies on Scope 3 emissions, developing a theory-informed, practice-oriented framework. It identifies that SME engagement is driven by cascading buyer and regulatory pressure…
🌍 Global📚 Peer-reviewed · JournaliScience2026#Transition FinanceDOI
Planning to fail? Credibility and financing of corporate transition plans in hard-to-abate sectors
Stefanie Klein, Friedemann Polzin, Xander Urbach
This paper analyzes the relationship between credibility and financing of corporate transition plans in hard-to-abate sectors. It suggests that insufficient credibility can hinder financing and proposes a framework for assessing credibility…
🌍 Global📚 Peer-reviewed · JournalMineral Economics2026#Transition FinanceDOI
Financing the responsible supply of energy transition minerals
Paul Ekins, Patrice Christmann, Mehmet Metehan Ciftci +2
This paper analyzes the investment challenges of scaling up production of energy transition minerals critical for low-carbon technologies. It highlights ESG risks, concentration of processing in China, and supply chain vulnerabilities, emph…
🌍 Global📚 Peer-reviewed · JournalInternational Journal of Recent Advances in Multidisciplinary Topics2026#ESGDOI
Impact of ESG Reporting and Corporate Sustainability Practices in the Context of Indian Economic Scenario
Varun Yadav, R. S. Verma
This study uses a mixed-methods approach to analyze the integration of ESG frameworks into corporate strategies. Based on global data from 500 firms and case studies, it finds that robust ESG reporting improves stakeholder trust and financi…
🌍 Global📚 Peer-reviewed · JournalZenodo (CERN European Organization for Nuclear Research)2026#AI × ESGDOI
THE COMPUTATIONAL PARADIGM OF SUSTAINABILITY: ARTIFICIAL INTELLIGENCE AS THE ARCHITECT OF A CARBON-NEUTRAL GLOBAL ECONOMY
Vijay Kumar
This paper examines the dual role of AI in sustainability: as an enabler of resource efficiency and green transition, and as a consumer of energy and resources. It discusses the Green AI movement prioritizing energy-efficient algorithms ove…
🇪🇺 EuropeJournalPubData2026#EV & TransportDOI
Transition and Transformation in Electric Mobility
Lea Gathen
This dissertation examines how narratives, policy frameworks, and actor perspectives shape the transition to e-mobility in Lower Saxony, Germany. It finds that fragmented responsibilities and limited institutional capacities hinder effectiv…
🇺🇸 USA📚 Peer-reviewed · JournalParks Stewardship Forum2026#Carbon PricingDOI
A Market-Based Solution to Conserving Family Forests
Christine Cadigan
This paper examines the effectiveness of voluntary carbon markets for family forest owners (FFOs) in the United States. Using the Family Forest Carbon Program developed by AFF and TNC as a case study, it demonstrates how market-based conser…
🌍 Global📚 Peer-reviewed · JournalNature Climate Change2026#HydrogenDOI
Averting the steel carbon lock-in through strategic green investments
Clara Bachorz, Jakob Dürrwächter, Chen Chris Gong +6
This paper models steel capacity additions in emerging economies, estimating that existing and planned coal-based plants could commit nearly 60 GtCO2. Under current trends, committed emissions reach 114 GtCO2, consuming 20% of the remaining…
🌍 GlobalPreprintResearch Square2026#Energy TransitionDOI
Transitioning Away from Oil, with Oil: Quantifying Embedded Oil Demand in the Net-Zero Transition
Laing T, Koroma MS, Elshurafa A
This study quantifies the paradox that renewable energy and electric vehicle manufacturing relies on oil-based materials. Using material flow analysis, it projects that global oil demand embedded in these technologies could rise from 2.8 mi…
🌍 GlobalPreprintResearch Square2026#Energy TransitionDOI
Microwave Power-to-Heat for Solar Salt: Multiphysics Analysis and Design Constraints
Valverde C, Díaz-Morcillo A, Fayos-Fernández J +3
This paper investigates microwave heating of molten solar salt (solar salt) for thermal energy storage, combining multiphysics simulations and experiments. Solar salt behaves as a highly conductive ionic medium with limited microwave penetr…
🌍 GlobalPreprintResearch Square2026#Scope 3DOI
A Primary-Data Scope 3 Carbon and Water Footprint Inventory of the Bangladesh Ready-Made Garment Sector: Modelling Export Exposure Under the European Union Carbon Border Adjustment Mechanism
Shahadat H
This study constructs the first primary-data, scope-resolved carbon and water footprint inventory for Bangladesh's ready-made garment (RMG) sector using facility-level data from 32 factories. The sector-weighted mean cradle-to-gate global w…
🌍 GlobalPreprintZenodo2026#AI × ESGDOI
GREEN DATA CENTERS: SUSTAINABLE CLOUD INFRASTRUCTURE
Pradnyesh Khairnar , Karishma Rathod and Asst. Prof. Dineshwari Bisen
This paper proposes the Green Data Center Framework integrating renewable energy, advanced thermal management, and AI-driven resource optimization. Three pilot sites demonstrate PUE of 1.2, 75% renewable energy coverage, 50% reduction in se…
🌍 Global📚 Peer-reviewed · JournalEnvironmental Science & Technology2026#Scope 3DOI
Embodied Transboundary Greenhouse Gas Emissions and Mitigation Opportunities of over 700 Belt and Road Initiative Projects
Lingli Hou, Tomer Fishman, Stefano Merciai +8
This study quantifies embodied transboundary GHG emissions from over 700 Belt and Road Initiative projects. It reveals the supply-chain-wide emission footprint of massive infrastructure investments and identifies mitigation opportunities, p…
CN📚 Peer-reviewed · JournalZKG International2026#AI × ESGDOI
Heterogeneous Effects of Green Finance on Urban Decarbonization: Evidence from 285 Cities in China
Xueyang Li, Jin Ma
This study examines the impact of green finance on city-level carbon intensity using econometric models and machine learning (SHAP) on data from 285 Chinese cities. Green bonds and green investment show the strongest decarbonization effects…
🌍 Global📚 Peer-reviewed · JournalProceedings2026#Renewable EnergyDOI
Energy From Wastewater as a Renewable Energy Source for Heating and Cooling in Municipalities and Industry.
F. Prenner, Julian Koller, R. Wiedemann
This article highlights wastewater as a renewable energy source for heating and cooling, covering applications in buildings and industry. It emphasizes digitalization for optimization and combination with other renewables. Real-world projec…
🌍 Global📚 Peer-reviewed · JournalSustainability2026#HydrogenDOI
Green Hydrogen for Hard-to-Abate Supply Chains: A Scenario-Based Decision Framework
S. Bruzzi, Elena Tànfani
This paper proposes an enterprise-oriented decision framework for evaluating green hydrogen conversion in hard-to-abate supply chains. It structures drivers into six dimensions, uses expert elicitation and scenario planning with consistency…