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.
🌍 GlobalJournal2026#Supply ChainDOI
Integrating Clean Energy in Multi-Tier Supply Networks in the Global South
James Kanyepe, Chisungo Chisungo, Nyarai Kasambuwa +1
This chapter systematically reviews determinants, constraints, and governance of clean energy adoption across multi-tier supply networks in the Global South. It finds interacting regulatory, financial, technological, market, organisational,…
Peer-reviewed🌍 GlobalJournalEconomies2026#Energy TransitionDOI
Does Globalization Accelerate or Mitigate Greenhouse Gas Emissions? Evidence from Energy Transition and Technological Innovation in Central Asia
Сухроб Холматов, Samariddin Makhmudov, Хулкар Зуннунова +4
Using 2000–2024 data for four Central Asian countries within a STIRPAT framework, this study identifies determinants of GHG emission growth. Energy intensity is the dominant driver, while renewable energy adoption and technological innovati…
🇪🇺 EuropeJournalZenodo (CERN European Organization for Nuclear Research)2026#Carbon PricingDOI
stochastic-cbam-engine: A Stochastic Framework for Carbon Border Adjustment Mechanism Exposure Analysis
Selahattin İlhan
An open-source, dependency-free R engine that quantifies exporters' exposure to the EU CBAM as a probability distribution rather than a point estimate. It models firm-level technology heterogeneity and correlated stochastic processes for EU…
Peer-reviewed🌍 GlobalJournalEnergy Conversion and Management2026#Renewable EnergyDOI
Landfill gas-to-energy in Colombia: A multicriteria assessment of electricity generation potential, costs, and emissions reduction
Jorge Eduardo Infante Cuan, Gilberto Martins, Adriano V. Ensinas
A multicriteria assessment of landfill gas-to-energy in Colombia, weighing electricity generation potential, costs, and emission reductions. It links waste-sector methane capture with energy transition and decarbonization in a developing-ec…
Peer-reviewed🇪🇺 EuropeJournalEnvironmental Research Energy2026#Energy TransitionDOI
Leveraging demand-side potentials for energy security and resilience in Austria
Caroline Zimm, Benigna Boza‐Kiss, Nuno Bento
This study uses an accounting model to compare supply- and demand-side interventions for Austria's energy security across buildings, transport, and industry. It finds demand-side actions outperform import diversification in bolstering resil…
Peer-reviewed🌍 GlobalJournalInternational Journal of Computer Information Systems and Industrial Management Applications2026#Energy TransitionDOI
Building Global resilience through Sustainable Innovation: A Case study approach
Shaista Banu Harris, Kavitha A. Karkera, Bharathi V. Kalmath +3
Argues that a sustainable future requires integrating energy innovation, infrastructure, and climate research into one engineering framework. Drawing on IPCC, IEA, and IRENA data, it reviews climate threats to infrastructure and the global …
Peer-reviewed🌍 GlobalJournalEnvironmental Research Communications2026#Climate ScienceDOI
India’s historical contribution to present-day warming is recent and multi-gas
Vikas K. Patel, Prakash Ajay Taksal
Using PRIMAP-hist emissions and the FaIR climate model, the study quantifies India's contribution to 2024 global mean surface temperature change from CO2, CH4 and N2O over 1750–2024. India contributes roughly 0.047–0.05°C, less than the US,…
Peer-reviewedJournalAir Quality Atmosphere & Health2026#Climate ScienceDOI
Unveiling the determinants of resource depletion and air quality in BRICS countries
Piyali Kumar, Dibyendu Ghosh
An empirical study examining the determinants of resource depletion and air quality across BRICS economies. Without an abstract, methods and findings remain unclear, but it likely addresses the growth-environment nexus in emerging markets. …
Peer-reviewed🌍 GlobalJournalEnergies2026#Energy TransitionDOI
Tourism Development and Energy Transition in Gulf Cooperation Council Countries
Eman Alenzy, Nouf Alnafisah
First study linking tourism development to renewable energy capacity share across six GCC countries (2014–2024, balanced panel of 66 observations). Using CIPS unit root tests and fixed-effects estimation, tourism receipts and FDI show signi…
Preprint🇪🇺 EuropeChemRxiv2026#CCUSDOI
Machine learning and carbon break-even assessment of CO₂-assisted thermochemical conversion of plastic waste
Jingyang Bai
This study applies publication-grouped machine learning to a harmonised literature dataset on CO₂-assisted thermochemical conversion of plastic waste, assessing transferable yield patterns and the predictive role of CO₂ concentration. CO₂ o…
Peer-reviewed🌍 GlobalJournalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
Energy Transition and Renewable Energy Adoption in the South-South Region of Nigeria: The Trajectory, Determinants, Challenges and State-Level Variations
Obinya, C. D., Youdeowei, P. O., Gobo, A. E., Alazigha, N. & Dollah, O. C
An empirical study of renewable energy adoption and energy transition in Nigeria's South-South region, examining trajectories, determinants, challenges, and state-level variation. It aims to clarify how policy and institutional factors shap…
Preprint🇺🇸 USAZenodo2026#HydrogenDOI
Liquid Hydrogen Aviation: Why the Fuel of the Future Requires the Aircraft of the Future
Clark, Albert
Liquid hydrogen (LH2) offers a promising route to decarbonize aviation, but its low volumetric energy density and cryogenic storage demand major aircraft redesign. Historical programs like Project Suntan and current efforts by Airbus and H2…
CNDatasetZenodo2026#Energy TransitionDOI
Data and code for Tradeoffs between electricity savings and nitrous oxide emissions for wastewater decarbonization and facility prioritization
Tao, Qiangqiang
This repository provides public datasets and reproducible Python workflows to evaluate electricity–nitrous oxide (N2O) tradeoffs and facility prioritization in wastewater treatment. It covers 56,800 global facilities, 17,256 European record…
🇪🇺 EuropeDatasetZenodo2026#Climate FinanceDOI
Scripts and data for "The impact of financing cost differences on global energy and industry decarbonization"
Waidelich, Paul, Crassier, Constance, de Boer, Harmen Sytze +3
This replication package supports Waidelich et al. (2026, Nature Climate Change) on how financing cost differences affect global energy and industry decarbonization. It provides country- and sector-level after-tax nominal WACC estimates, pa…
Peer-reviewed🇨🇳 ChinaJournalResearch in Transportation Business & Management2026#Energy TransitionDOI
Assessing carbon emissions from multiple transport modes and prediction via an interpretable machine learning framework in China's urban agglomerations: Evidence from the Yangtze River Delta
Xiaobin Ye, Fangxi Chen, Zhenyu Wang +1
Using China's Yangtze River Delta, this study assesses multi-mode transport carbon emissions and builds an interpretable ML framework adding spatial compactness and freight gravity as novel predictors. CatBoost performed best (R2=98.42%), a…
Peer-reviewed🇨🇳 ChinaJournalFundamental Research2026#Energy TransitionDOI
Reconsidering the role of electricity under the scenario of high renewable energy penetration
Yuqing Wang, Zimeng Pei, Yidong Jiang +5
This perspective reconsiders electricity's role as renewables penetration grows: beyond direct end-use power, electricity can be converted and stored as chemical energy. It discusses two routes—electrified fuel conversion (electrified heati…
Peer-reviewed🇨🇳 ChinaJournalSustainable Energy Technologies and Assessments2026#Energy TransitionDOI
Development pathways of nuclear energy and its comprehensive utilization in China using MESSAGE model
Luhan Mei, Daiwei Li, Ruyi Zheng +3
Using a MESSAGE-based optimization model, this study assesses nuclear energy's role in China's electricity, industrial heat, and hydrogen supply. Opening inland sites with unrestricted technology choice could reach 490 GWe by 2060, supplyin…
Peer-reviewed🇨🇳 ChinaJournaliScience2026#Energy TransitionDOI
Tailoring electric arc furnace steelmaking expansion pathways based on regional scrap and energy availability in China
Jialin Shen, Shuoshuo Tian, Zhao Zhang +7
A province-level material flow and capacity integration model shows China's national scrap supply meets EAF demand but suffers severe provincial mismatches, with major producers like Hebei and Guangdong relying on interprovincial scrap tran…
Peer-reviewedJournalScientific Data2025#AI × ESGDOI
Addressing data gaps in sustainability reporting: A benchmark dataset for greenhouse gas emission extraction
Jacob Beck, Anna Steinberg, Andreas Dimmelmeier +4
This paper presents a gold-standard dataset of GHG emission metrics extracted from 139 sustainability reports. Using an LLM-powered extraction pipeline with two-stage independent annotation and expert review for discrepancies, it achieves h…
Peer-reviewedJournalJournal of Korea Research Association of International Commerce2026#Carbon PricingDOI
The EU Carbon Border Adjustment Mechanism and Carbon-Cost Responses of Korean Export Industries: Focusing on Indirect Emissions and Power-Sector Decarbonization
Sung-Woo Ryoo
This study examines how the EU Carbon Border Adjustment Mechanism (CBAM) affects the carbon costs of Korean export industries, focusing on indirect emissions and power-sector decarbonization. It analyzes the structure of carbon-cost burdens…