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.
Peer-reviewed🇨🇳 ChinaJournalRenewable and Sustainable Energy Reviews2026#Energy TransitionDOI
Energy transition via fourth-generation biofuel: Technological advancement, regulatory landscape and implementation barriers
Yuyao Jia, Shir Reen Chia, Zhibao Huo +4
This paper systematically reviews the technological advancements, regulatory landscape, and implementation barriers of fourth-generation biofuels, assessing their role in the energy transition. It highlights challenges and policy directions…
Peer-reviewedCNJournalApplied Energy2026#Energy TransitionDOI
Reducing carbon footprints in China's steel industry through sector-coupled energy system modeling and regionally differentiated hydrogen strategies
Shouchen Shi, Zuhang Zhang, Wenji Zhou +2
This study uses a sector-coupled energy system model to analyze carbon footprint reduction in China's steel industry. It quantifies the effects of regionally differentiated hydrogen strategies, revealing how hydrogen supply methods and cost…
Peer-reviewed🌍 GlobalJournalEnergy2026#Energy TransitionDOI
Urban mitigation pathways for decarbonising infrastructure across sectors for sustainability
Şiir Kılkış
This study proposes a novel approach for establishing urban mitigation pathways based on sectoral CO2 emissions and urban area. Applied to 1200 urban areas worldwide, it shows that emissions of 4.73 GtCO2 in 2022 could be reduced to 0.62-0.…
Peer-reviewed🇪🇺 EuropeJournalEnvironment and Planning E Nature and Space2026#Energy TransitionDOI
Green electricity, blue innovation and state power on Belgium's offshore commodity frontier
Korneel van Dooren, Dan van der Horst, Pieter Van den Broeck +1
Using Belgium as a case study, this paper analyzes the formation of new commodity frontiers accompanying renewable energy expansion. It examines how state control over offshore wind resources and the commodification of green electricity and…
Peer-reviewedCNJournalSustainability2026#Energy TransitionDOI
Co-Benefits of Solar PV Expansion and CCUS Deployment for Carbon and Air-Pollutant Reduction in Guangxi’s Power System: A LEAP-Based Scenario Analysis to 2060
Yongliang Luo, Yu Han, Biao Yang +3
Using LEAP, this study models Guangxi's power system to 2060 under four scenarios, comparing renewable-led and CCUS-intensive pathways. The integrated scenario cuts CO2 by ~95% and significantly reduces air pollutants. CCUS contributes ~75%…
Peer-reviewed🇪🇺 EuropeJournalJournal of Power Sources2026#Energy TransitionDOI
From analysis to operating strategy: Dealing with phase transitions in sodium-ion batteries
Andrea Kinberger, Tom Rüther, Niklas Feistel +3
Sodium-ion batteries are a sustainable alternative for large-scale storage, but high-voltage phase transitions cause degradation. This study uses operando XRD and electrochemical analysis to understand these transitions, quantify their impa…
🇺🇸 USAJournalInternational Journal of Plant Production2026#Energy TransitionDOI
Synergistic Effects of Biochar and Biofertilizers on Sustainable Crop Production: A Systematic Review
S. M. Shamiul Alam, Lin Wei, Tochukwu Ozor +1
This systematic review of 66 studies shows that co-applying biochar and biofertilizers improves soil quality, nutrient uptake, and crop yield while reducing greenhouse gas emissions. Effectiveness varies with feedstock and soil conditions, …
🌍 GlobalDatasetZenodo2026#Energy TransitionDOI
Research Dataset Underlying the Analysis of Dynamic Implementation Bottlenecks in Net Zero Aviation Pathways
Ghatole, Ghanshyam
This dataset consolidates research data for analyzing implementation bottlenecks in net-zero aviation pathways. It codes readiness across five dimensions (Technology, Supply, Infrastructure, Finance, Policy) for six decarbonization pathways…
🌍 GlobalDatasetZenodo2026#Energy TransitionDOI
Dataset and code: Future environmental performance of lithium from brines shaped by energy and reagent decarbonization and technology optimization
Istrate, Robert, Schenker, Vanessa
This repository provides prospective life cycle inventory (LCI) databases and code for future scenarios of battery-grade lithium carbonate production from brines. It integrates site-specific LCIs, production timelines, REMIND projections, n…
Preprint🇺🇸 USAZenodo2026#Energy TransitionDOI
Code: Material demand and supply-chain assessment of U.S. electricity system transitions
Griffiths, Paul, Moorhead, Avery, Brinkerink, Maarten +1
This study quantifies material demand for U.S. electricity decarbonization from 2027-2050 across multiple scenarios, finding peak demand in the late 2020s-2030s. It identifies supply-chain vulnerabilities for tellurium, dysprosium, and othe…
CNDatasetZenodo2026#Energy TransitionDOI
Code and processed data for "From pollution haven to decarbonisation supplier: the reversal of China's export function"
Chen, Yang
This dataset provides code, processed data, and figures for a study demonstrating the reversal of China's export function from a pollution haven to a decarbonisation supplier. It analyzes changes in carbon and pollution content embodied in …
CNDatasetZenodo2026#Energy TransitionDOI
The code and raw data associated with the publication "Timescale-based functional coordination of hybrid energy storage systems enables cost-efficient industrial decarbonization"
Guo, Jiacheng, Peng, Jinqing, Wu, Hao
This package provides raw data and MATLAB code for a paper on a general design framework for hybrid energy storage systems in industrial parks, based on hierarchical optimization. It enables cost-efficient industrial decarbonization through…
Peer-reviewed🌍 GlobalJournalEnergy and Climate Change2024#Energy TransitionDOI
Comparing net zero pathways across the Atlantic A model inter-comparison exercise between the Energy Modeling Forum 37 and the European Climate and Energy Modeling Forum
Sarmiento L.
This paper conducts a model inter-comparison exercise between the US-based Energy Modeling Forum 37 and the European Climate and Energy Modeling Forum to compare net zero pathways. It analyzes how different model assumptions and structures …
Peer-reviewed🇪🇺 EuropeJournalApplied Sciences2026#Energy TransitionDOI
Introducing MEGO and PDC: Novel Indicators for Quantifying Market Rigidity and Cross-Border Price Divergence in Central European Electricity Markets
Marek Pavlík
This study introduces two novel indicators, MEGO and PDC, to quantify market rigidity and cross-border price divergence in Central European electricity markets under high renewable penetration. Using data from 2015 to mid-2026, it finds tha…
Peer-reviewed🌍 GlobalJournalGlobal Decarbonisation2026#Energy TransitionDOI
Modular Construction and Climate Change Mitigation: Lifecycle Carbon Impacts of Prefabricated Housing Systems
B. Moral, W. Idakwoji
This systematic review of 57 studies on prefabricated housing lifecycle carbon shows 10-45% embodied carbon savings in construction, with timber, high prefabrication, and short transport distances most effective; module reuse recovers up to…
🇪🇺 EuropeEnergy Efficiency2026#Energy TransitionDOI
Electricity price convergence and dynamics in Europe: market integration, decarbonisation, electricity mix, and external shocks
Kornelia Kłopecka-Miętka, Sławomir Śmiech, M. Papież +1
This paper empirically analyzes the impact of European electricity market integration and decarbonization on price convergence. It examines how changes in the electricity mix and external shocks affect price dynamics, showing that market in…
Peer-reviewed🇨🇳 ChinaJournalJournal of Energy Storage2026#Energy TransitionDOI
Life cycle assessment of environmental and resource impacts of lithium-ion batteries under renewable energy transition
Quanwei Chen, Fang Zhao, Xin Lai +9
This study conducts a life cycle assessment of lithium-ion batteries (LiBs) under the renewable energy transition, quantifying environmental and resource impacts from raw material extraction to end-of-life. It highlights trade-offs in the b…
Peer-reviewed🇨🇳 ChinaJournalEnergy2026#Energy TransitionDOI
Predicting the carbon reduction capacity of the coal-fired power plants functioning as discharging units of medium-/low-temperature Carnot batteries: an exergy-based perspective
Feng Wang, Yang Sun, Pengyue Wang +5
This paper predicts the carbon reduction capacity of coal-fired power plants when used as discharging units for medium-/low-temperature Carnot batteries, using an exergy-based approach. It quantitatively evaluates the decarbonization potent…
Peer-reviewed🇨🇳 ChinaJournalWater Research2026#Energy TransitionDOI
Revisiting Rule-Based External Carbon Dosing for Low-Cost Digital Transformation of Full-Scale WWTPs
Fang Wang, Meini Lin, Jiping Jiang +6
This paper revisits rule-based external carbon dosing in wastewater treatment plants (WWTPs) to enable low-cost digital transformation for decarbonization. It targets full-scale implementation, improving energy efficiency and reducing carbo…
Peer-reviewedCNJournalJournal of Environmental Sciences2026#Energy TransitionDOI
Spatiotemporal evolution and drivers of China’s energy-related methane emissions towards carbon neutrality
Wenqiang Guo, Yusheng Shi, Yongliang Yang +3
This paper analyzes the spatiotemporal evolution and drivers of China's energy-related methane emissions, highlighting reduction potentials and challenges for achieving carbon neutrality. It contributes to policy recommendations by consider…