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.
Preprint🌍 GlobalResearch Square2026#Energy TransitionDOI
Ambition versus Historically Grounded Transition Feasibility: Structural Constraints in Carbon-Budget Pathways
Velasquez CE, Oliveira DS, Freire JP +1
This study assesses the structural feasibility of Reference, 1.5°C, 2°C, NDC, and Energy Justice pathways across ten world regions. Using multi-model forecasting for regional baselines and historically calibrated transition bounds, it finds…
PreprintZenodo2026#HydrogenDOI
Alkali catalyst-based hydrogen generation from waste aluminum foils for fuel cell applications
Kanakasabai, P, Saikat, B, Rajasekaran, R +2
This study generates hydrogen from waste aluminum foil using NaOH and KOH as alkali catalysts. Maximum production of 1700 ml in 900 s was achieved with 2 g of foil, with rates varying by aluminum mass, alkali type, and concentration. The hy…
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
Energy Transition Decision-Making Process in Czech and Polish Housing Cooperatives: LLM Assisted Agent-Based Model Specification
Nesládek, Michal, Bełch, Wojciech, Stará, Soňa +1
This document specifies an LLM-assisted agent-based model (LLM-ABM) from the ENBLOC project on energy transition in post-socialist Czech and Polish housing cooperatives. It models attitude formation and deliberation rather than voting outco…
Preprint🌍 GlobalZenodo2026#BiodiversityDOI
Choosing and using metrics to support the Locate phase of the Taskforce for Nature-related Financial Disclosures' (TNFD) LEAP approach
Royal Society for Protection of Birds
RSPB resources guide businesses in choosing and analysing biodiversity metrics to support the 'Locate' phase of TNFD's LEAP approach. Using hypothetical mining, onshore wind, and agricultural organisations built from real-world sites, they …
PreprintZenodo2026#PolicyDOI
GREEN INDUSTRIALISATION AND EXPORT DIVERSIFICATION IN UZBEKISTAN: PATHWAYS TO LOW-CARBON VALUE CHAINS
Yo'ldosheva, Oygul Zokir qizi
This paper examines how green industrialisation can upgrade Uzbekistan's export structure as the EU CBAM and the 2027 end of GSP+ reshape market access. Using a qualitative policy-analytic approach, it identifies five pathways: clean power …
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
PODCAST: Airline Decarbonization Pathways Using System Dynamics: A Conceptual Simulation Framework
MARTIN-DOMINGO, Luis
A podcast summary of a study proposing a system dynamics simulation framework for airline decarbonization pathways. It models interacting levers such as SAF, fleet renewal, and operational efficiency to explore long-term decarbonization tra…
PreprintarXiv2026#Energy Transition
AI Data Centers Meet Electrical Grids: A Review of Power Challenges and Coordinated Solutions
Mariam Mughees, Yuzhuo Li, Yize Chen +1
This review traces the power-delivery chain from AI accelerators and workloads through rack converters, UPS, storage, and microgrids to the grid interconnection point. It shows that location, temporal variability, and controllability—not an…
PreprintarXiv2026#Energy Transition
Strategic Investment Decision Making for Value Creation in Energy Transition: A Reinforcement Learning Approach
Yasaman Cheraghi, Reidar B. Bratvold, Aojie Hong +2
This study develops a custom simulation environment modeling the dynamic energy landscape to 2050 and a multi-criteria sequential decision-making (SDM) framework for allocating funds across oil & gas, renewables, and CO2 reduction. Using re…
🇨🇳 ChinaDatasetScience Data Bank2026#Renewable EnergyDOI
A global gridded dataset of unified onshore and offshore wind resources and power potential
Changqing xu, Tianyu Jia, Jianchuan Qi +13
A global gridded dataset (0.25°, 1980–2025) assessing onshore and offshore wind resources and power potential using ERA5 reanalysis. It provides five metrics—capacity factor, capacity density, energy density, technical potential, and develo…
Peer-reviewedJournalJournal of Climate Change2026#Energy TransitionDOI
A Comparative Review of Vegetative and Animal-Based Biodiesel: Feedstock Selection, Synthesis Method, Characterization Technique, and Economic Perspective
Sami Alsaadi, Mohammad Aliff Shakir, Mardiana Idayu Ahmad
A comparative review of biodiesel from vegetative and animal feedstocks, assessing lipid extraction techniques and five production routes with emphasis on transesterification. It evaluates physicochemical properties against ASTM 6751 and EN…
Peer-reviewedJournalJournal of Climate Change2026#Climate ScienceDOI
Wetlands and Climate Change Resilience, an Enhancing Ecosystem Services for a Sustainable Future: A Review
Jeethu J. C., Kaladevi. V.
This review synthesizes how wetlands act as carbon sinks in soils, plants, and peat, contributing to both climate mitigation and adaptation. It examines degradation drivers (drainage, urbanization, peat extraction) and the mitigation potent…
Peer-reviewed🌍 GlobalJournalJournal of Climate Change2026#Climate ScienceDOI
Climate Change and Farming in Sikkim: A Study on Selected Crops
Premanand Meher, Nandita Debnath
A survey of 200 farmers in Sikkim, India, examines how climate change affects large cardamom, maize, and ginger cultivation. It finds yield declines, rising pest and disease outbreaks, and growing reliance on water conservation, planting-da…
Peer-reviewed🇪🇺 EuropeJournalJournal of the Operational Research Society2026#Carbon PricingDOI
Decarbonisation under cap-and-trade: an integrated network Data Envelopment Analysis model with a second-scoring auction mechanism
Elnaz Azadi, Ali Emrouznejad, Xun Zhou
This study proposes an integrated network Data Envelopment Analysis model combined with a second-scoring auction mechanism to evaluate decarbonisation under cap-and-trade systems. It links emissions-trading design with firm-level efficiency…
Peer-reviewedJournalEnergy Informatics2022#Carbon AccountingDOI
Enabling end-to-end digital carbon emission tracing with shielded NFTs
Babel M.
This paper proposes using shielded NFTs (privacy-preserving non-fungible tokens) to enable end-to-end digital tracing of carbon emissions across supply chains. It aims to preserve data confidentiality while ensuring authenticity and traceab…
Peer-reviewedJournalProcesses2026#CCUSDOI
Axial Stress Prediction and Collapse Resistance Calculation of Tubing in CCUS Injection Wells
Luo W.
An engineering study on predicting axial stress and calculating collapse resistance of tubing used in CCUS injection wells. It supports wellbore integrity assessment under the high-pressure conditions of CO2 injection, contributing to the s…
Peer-reviewedJournalJournal of Environmental Management2025#CCUSDOI
Technical, economic, and environmental assessment of CO₂ ship transport in carbon capture and storage
Vakili S.
This paper assesses CO2 ship transport within the carbon capture and storage value chain across technical, economic, and environmental dimensions. Transport from capture sites to storage locations is a decisive step for CCS project viabilit…
Peer-reviewed🌍 GlobalJournalDiscover Sustainability2024#Climate FinanceDOI
Inquisitive exploration of green finance, social finance, and capital formation in shaping economic development: insights from BRICS Countries
Nawaz A.
An exploratory study examining how green finance, social finance, and capital formation shape economic development across BRICS countries. It links sustainable financing channels to growth in emerging economies. Details of methodology and f…
Peer-reviewedJournalDiscover Sustainability2024#Climate FinanceDOI
Green finance and sustainability: mapping research development through bibliometric analysis
Chandran R.
A bibliometric study mapping the development of green finance and sustainability research. It visualizes thematic clusters, key journals, citation networks, and temporal trends, offering a knowledge map of the field rather than new empirica…
Peer-reviewedCNJournalRenewable Energy2026#Renewable EnergyDOI
Renewable energy integration in the Belt and Road Initiative: Government expenditure, green finance, and economic growth
Hua Y.
This study examines renewable energy integration across Belt and Road Initiative (BRI) countries, linking government expenditure, green finance, and economic growth. It highlights how green finance channels public spending into renewables. …
Peer-reviewedJournalSeisense Journal of Management2026#Climate FinanceDOI
New Frontiers in Sustainable Finance: Asymmetric Risk Connectedness of Green Bonds with Global Financial Markets
Hussain A.
This study examines the asymmetric risk connectedness between green bonds and global financial markets. It suggests that risk spillovers may differ between market downturns and upturns, with implications for diversification benefits and fin…