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.
🌍 GlobalDatasetZenodo2026#Energy TransitionDOI
Supplementary Dataset on Urban Mitigation Pathways to Decarbonise Infrastructure: Final Energy Use
KILKIS, Siir
This supplementary dataset supports research on urban mitigation pathways for decarbonizing infrastructure. It provides sectoral final energy use data for 1200 urban areas under a baseline and three alternative scenarios from 2022 to 2050. …
Preprint🌍 GlobalZenodo2026#Carbon AccountingDOI
Conceptual Framework on Sustainability Cost Alignment with Cost of Transport
Ravi, Pamnani, Harikrishna, Chaurasiya
This paper proposes a conceptual framework to integrate emission costs into transport costs in outbound logistics. Using the Social Cost of Carbon and the GLEC framework, it monetizes carbon intensities for five transport modes, enabling su…
Preprint🌍 GlobalarXiv2026#Carbon Accounting
General Equilibrium Effects of Carbon Offsets
Isla Globus-Harris, Daniel H Karney
This paper constructs an analytical general equilibrium model of an economy with carbon offsets and shows that increasing the offset price has ambiguous effects on emissions and welfare. Using two carbon accounting metrics, it demonstrates …
Peer-reviewed🌍 GlobalJournalAdvances in Economics, Management and Political Sciences2026#Climate FinanceDOI
Climate Risk and Finance: A Literature Review of Asset Pricing, Disclosure, and Climate-Policy Effects
Jiayu Bao
This literature review synthesizes recent evidence on climate risk pricing in financial markets, the effectiveness of mandatory disclosure in reducing emissions, carbon pricing elasticity around two, supply-chain propagation of climate shoc…
Peer-reviewed🌍 GlobalJournalBuilding and Environment2026#AI × ESGDOI
Construction supply-chain carbon footprint with graph neural network-based input-output framework
Hakpyeong Kim, Jun‐Ki Choi, Taehoon Hong
This study proposes a graph neural network-based input-output framework to estimate construction supply chain carbon footprints, enhancing the accuracy of Scope 3 emissions accounting with AI.
Peer-reviewed🌍 GlobalJournalTHE JOURNAL OF ASIAN STUDIES2026#Carbon AccountingDOI
Marine Climate Governance in Northeast Asia and Sustainable Resource Management: Institutional Transformation of Korea–Japan Blue Carbon Policies under the GX Strategy
Jong-min Choi, Chang-Gun Park
This paper analyzes how Korea and Japan are transforming marine climate governance through blue carbon policies under the GX strategy, focusing on institutional changes and sustainable resource management linkages.
Peer-reviewed🌍 GlobalJournalNext Energy2026#CCUSDOI
Carbon capture, utilization, and storage (CCUS) for next-generation energy systems: Technologies, integration strategies, and future perspective
R. Ranjith, G. Roy Richi Renold, K. Jeyapappa +2
This paper provides a comprehensive review of carbon capture, utilization, and storage (CCUS) technologies, their integration into next-generation energy systems, and future perspectives. CCUS is highlighted as essential for decarbonizing p…
🌍 GlobalJournalRepository for Publications and Research Data (ETH Zurich)2026#CCUSDOI
Beyond pipelines: Multi-modal CO₂ transport enables timely CO₂ capture, transport, and storage deployment
Johannes Burger, David Yang Shu, André Bardow +1
This paper discusses multi-modal CO₂ transport (pipelines, ships, rail) as key to timely CCS deployment, overcoming regional constraints and enabling flexible, scalable infrastructure.
Peer-reviewed🌍 GlobalJournalRecycling2026#AI × ESGDOI
Circular Economy Approaches for Sustainable Waste Management: A Review on Integration of AI, Advanced Technologies and Policy Recommendations
Abhishek N. Srivastava, Arun Krishna Vuppaladadiyam, Rakhi Punnadan Koroth +8
This review explores how AI-driven circular economy approaches can transform waste management, reduce GHG emissions, and recover resources. It proposes a three-level CE framework (micro, meso, macro) and discusses challenges in implementati…
Preprint🇪🇺 EuropeZenodo2026#HydrogenDOI
D4a.2 Further exploration of balancing options and system design
Blom, Sander, Octaviano, Ryvo, van Zoelen, Rob
This report analyzes balancing of regional hydrogen distribution grids in the Netherlands, transitioning from project-specific bilateral arrangements to a harmonized system. It explores flexibility options, response-time requirements, and t…
Preprint🇺🇸 USAZenodo2026#CCUSDOI
Does 45Q Make CCUS Commercially Viable? A Discounted Cash Flow Analysis of the Phased Tax Credit Structure Across Industrial Sectors
Freda, Wu
This working paper evaluates the commercial viability of industrial CCUS projects under the US 45Q tax credit structure using discounted cash flow analysis. It compares the impact of the phased credit on net present value across sectors and…
Preprint🌍 GlobalarXiv2026#Energy TransitionDOI
AI Data Centers and Power System Sustainability: Understanding the Sustainability Implications of AI-Driven Data Centers on Power Systems
Yuhao Huang, Novarun Deb, Hamidreza Zareipour
This paper analyzes the sustainability implications of rapidly growing AI data center electricity demand on power systems. It evaluates both short-run operational and long-run planning mechanisms, assessing risks of increased emissions and …
Peer-reviewed🌍 GlobalJournal#Transition Finance
The energy transition and export-credit agencies: problems or solutions for planetary health equity?
(著者不明)
This paper critically examines the role of export credit agencies (ECAs) in the energy transition. It discusses how ECAs often finance fossil fuel projects but could also support clean energy transition, questioning whether they contribute …
Peer-reviewed🇪🇺 EuropeJournal#Energy Transition
Linking Global Integrated Assessment and Hybrid Input-Output Models To Support Steel Decarbonization Policies in Europe.
(著者不明)
This paper presents a method to link global integrated assessment models with hybrid input-output models to evaluate decarbonization policies for the steel sector. Focusing on Europe, it analyzes the impacts of policy scenarios, aiming to b…
Peer-reviewed🇪🇺 EuropeJournal#Carbon Accounting
Blue carbon inventories of Spain and Portugal for their inclusion in national climate mitigation strategies.
(著者不明)
This paper compiles blue carbon inventories for Spain and Portugal, quantifying carbon stocks and sequestration rates in coastal ecosystems such as seagrasses and salt marshes. It discusses methodologies for integrating these natural carbon…
Peer-reviewed🌍 GlobalJournal#Carbon Accounting
Forest carbon protocols underestimate climate-driven carbon loss risks.
(著者不明)
This paper argues that existing forest carbon protocols fail to adequately account for the increased risk of carbon loss due to climate change, potentially overstating the climate benefits of forest carbon projects.
Peer-reviewedCNJournalInternational Journal of Information Technologies and Systems Approach2026#AI × ESGDOI
Big Data in Green Regional Development
Xuandong Zhang, Yankui Su, Jinjiang Li +1
This study proposes a method using digital trace data (mobile phone signals, POI check-ins, traffic data, etc.) to predict low-carbon urbanization. A hybrid model combining spatiotemporal graph convolutional network and LSTM identifies carb…
Peer-reviewed🌍 GlobalJournalFIIB Business Review2026#AI × ESGDOI
Leveraging Digital Transformation to Enhance Circular Supply Chain Performance: A Systematic Review
Subhodeep Mukherjee, Ruchi Sharma, Rashmiranjan Panigrahi +1
This systematic review examines how digital technologies (IoT, blockchain, AI, big data) enhance circular supply chain (CSC) performance. Four themes emerge: use of digital tech to optimize CSC processes, key industries (manufacturing, elec…
Peer-reviewed🌍 GlobalJournalRecent Innovations in Chemical Engineering (Formerly Recent Patents on Chemical Engineering)2026#AI × ESGDOI
Machine Learning Approaches to Support Corporate
Environmental Governance through Accurate Emission
Forecasting, Carbon Offset Allocation, and Green Fund
Optimization
Jasmine Selvakumari Jeya Israel, Aldrin Joan Pandian William, Pradeep Kumar Mishra +1
This study proposes a Bi-LSTM-based approach to optimize emission forecasting, carbon offset allocation, and green fund utilization for steel, cement, and aluminum industries. Bi-LSTM demonstrates superior performance in long-term predictio…
Peer-reviewedCNJournalInternational Transactions in Operational Research2026#carbon_offsetDOI
Carbon reduction or carbon offset? Optimal low‐carbon strategy under demand uncertainty and information asymmetry
Bo Liu, Yi Ding, Haoying Guo
This paper analyzes a manufacturer's optimal choice between direct carbon reduction investment (R strategy) and carbon offset (O strategy) under demand uncertainty and information asymmetry using a game-theoretic model. It shows that the R …