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.
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…
Peer-reviewedJournalTransformative Energy2026#HydrogenDOI
Evaluation of underground hydrogen storage technologies for decarbonization in the oil and gas industry: An industrial recommender system based on linear Diophantine fuzzy set
Abdolvahhab Fetanat, Mohsen Tayebi
This study proposes an industrial recommender system to evaluate and select underground hydrogen storage technologies for decarbonizing the oil and gas sector. It applies linear Diophantine fuzzy sets to enable multi-criteria decision-makin…
Peer-reviewed🇪🇺 EuropeJournalStreet Art & Urban Creativity2026#Energy TransitionDOI
Machine Learning for Urban Heating Vector Estimation to Support City Decarbonization
Elena Usobiaga Ferrer
XGBoost classifiers predicted residential heating energy vectors in Spain using open cadastral, census, and EPC data. Spatially aware models reached 73.6% accuracy, with neighbour energy probabilities providing the largest gain. Transfer to…
Peer-reviewed🌍 GlobalJournalProceedings of the Institution of Civil Engineers - Engineering Sustainability2026#Energy TransitionDOI
Wind energy in Australia: challenges and opportunities on the path to decarbonisation
Yota Pacifico Oue, Meltem Ucal, George Xydis
Australia faces a paradox: fossil-fuel export dependence versus climate commitments. This paper argues its wind resources, comparable to the North Sea, can accelerate renewable integration, with solar and wind LCOE (including transmission) …
Peer-reviewed🇪🇺 EuropeJournalJournal of Energy and Natural Resources Law2025#HydrogenDOI
Importing US-produced hydrogen and its derivatives into the EU–examples of unnecessary complications, barriers and distinctions
Talus K.
This work examines the regulatory complications, barriers, and distinctions that arise when importing US-produced hydrogen and its derivatives into the EU. It likely highlights how mismatches between EU renewable-hydrogen definitions and ce…
Peer-reviewedJournalIEEE Access2024#Energy TransitionDOI
Expected Benefits of Coordinated Energy Storage Operation in Stochastic Unit Commitment with Enhanced Deliverability of Reserves
Park H.
This work examines coordinated energy storage operation within stochastic unit commitment, aiming to enhance reserve deliverability in power systems with high renewable penetration. It evaluates the expected benefits storage brings to syste…
Peer-reviewedJournalInternational Journal of Greenhouse Gas Control2026#CCUSDOI
Experimental technique to test the phase behavior of CO2 streams with trace water concentrations and its potential impact on CO2 specifications for CCUS design and operations
Piseri C.
This paper presents an experimental technique to characterize the phase behavior of CO2 streams containing trace water concentrations. It discusses how such behavior may affect CO2 specifications for CCUS design and operations. The work off…
Peer-reviewedConferenceProceedings of the Annual Offshore Technology Conference2025#CCUSDOI
Driving Cost Reduction in CCUS Projects: Innovating Qualification Technologies to Replace Expensive CRA with Cost-Efficient Glass Fiber Polymer Composites
Zhao L.
This work proposes qualification technologies to replace expensive corrosion-resistant alloys (CRA) with glass fiber polymer composites in CCUS facilities. The aim is to cut material costs and improve the economics of carbon capture, utiliz…
Peer-reviewed🇪🇺 EuropeJournalEnergies2024#HydrogenDOI
Green Hydrogen Production at the Gigawatt Scale in Portugal: A Technical and Economic Evaluation
Borges R.P.
This paper evaluates gigawatt-scale green hydrogen production in Portugal from technical and economic perspectives. It likely analyzes electrolyzer cost structures and renewable procurement conditions to assess hydrogen-economy feasibility.…
Peer-reviewedJournalEnergy Science and Engineering2025#CCUSDOI
Minimizing Carbon Capture Costs in Power Plants: A Novel Dimensional Analysis Framework for Techno-Economic Evaluation of Oxyfuel Combustion, Pre-combustion, and Post-combustion Capture Systems
Obi D.
This work proposes a novel dimensional-analysis framework for techno-economic evaluation of oxyfuel, pre-combustion, and post-combustion carbon capture in power plants. It aims to compare cost structures across capture routes and identify c…
Peer-reviewedJournalSustainability Switzerland2025#CCUSDOI
Sustainable Industrial Energy Supply Systems with Integrated Renewable Energy, CCUS, and Energy Storage: A Comprehensive Evaluation
Yang L.
A comprehensive evaluation of industrial energy supply systems integrating renewable energy, CCUS, and energy storage. It examines the feasibility and trade-offs of combining these technologies to balance decarbonization with reliable suppl…
Peer-reviewedJournalEnergy Economics2025#Renewable EnergyDOI
Efficiency assessment of simulated corporate power purchase agreement structures with distinct features via data envelopment analysis
Simões F.
This study applies data envelopment analysis (DEA) to assess the efficiency of simulated corporate power purchase agreement (PPA) structures with distinct features. It quantitatively compares relative efficiency across contract designs, off…
Peer-reviewed🇺🇸 USAJournalEnvironmental Science and Policy2025#CCUSDOI
Tracing sources of funds used to lobby the US government about carbon capture, use, and storage
Gulden L.E.
This paper traces the sources of funds used to lobby the US government on carbon capture, use, and storage (CCUS). It examines who finances advocacy around carbon management policy, linking industry interests to policy formation. No abstrac…