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🇺🇸 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…
Peer-reviewed🇨🇳 ChinaJournalWaste Management2026#Energy TransitionDOI
Spatiotemporal greenhouse gas emissions and pathways to carbon neutrality of China’s waste management
Duan Lu, Xiaoming Liu, Feixiang Zan +5
This study analyzes spatiotemporal patterns of greenhouse gas emissions from China's waste management sector and proposes pathways to carbon neutrality. It identifies regional and temporal emission characteristics, offering insights for pri…
Peer-reviewed🌍 GlobalJournalApplied Energy2026#Energy TransitionDOI
Agrivoltaics could increase global land use efficiency compared to bioenergy
Bartlomiej Arendarczyk, Ankita Saxena, Almut Arneth +2
Climate mitigation scenarios often rely on bioenergy, but agrivoltaics can generate electricity with higher land use efficiency. Modeling shows replacing bioenergy with agrivoltaics requires 30 times less land, preserving 106 Mha of natural…
Peer-reviewed🇪🇺 EuropeJournalEnergy Strategy Reviews2026#Energy TransitionDOI
Fusion at scale: Critical enablers in global energy transitions
Carlos Mantilla, Chiara Bustreo, Francesco Gracceva +11
Fusion could provide firm carbon-free power, but commercialization is uncertain. Using the EUROfusion TIMES model, this study finds that a 21% share of global electricity by 2100 requires commercialization by 2040, fast capacity doubling, s…
Peer-reviewed🌍 GlobalJournalClimate Policy2026#Energy TransitionDOI
Bridging innovation and investment: the Paris Agreement’s effect on green and brown US-listed energy stocks
Jose Barrales-Ruiz, Pablo Neudörfer
This study analyzes how the economic value of green patents affects relative equity valuations of fossil-fuel (brown) and renewable (green) energy companies in the US from 2005 to 2020. Using local projections, it finds that increases in hi…
PreprintCNResearch Square2026#Energy TransitionDOI
Bi-Level Quantity–Quality Coordinated Optimization of Integrated Energy Systems under Supply–Demand Uncertainty
Hou J, Zhang P, Lei Y +4
This paper addresses day-ahead scheduling of integrated energy systems (IES) under supply-demand uncertainty, proposing a bi-level quantity-quality coordinated optimization method. It develops a unified energy-carbon-exergy flow model to ch…
🇪🇺 EuropeDatasetZenodo2026#Energy TransitionDOI
CREALab D1.3.2 – Base dati open source su tecnologie di accumulo e servizi di rete
Lanzini, Andrea, Minuto, Francesco Demetrio, Stolte, Marcel +1
This open-source dataset systematically organizes techno-economic parameters, project examples, technology-application mappings, and references for short- and long-duration energy storage technologies and their grid services. Covering Li-io…
Preprint🌍 GlobalZenodo2026#Energy TransitionDOI
Bi-directional charging of electric vehicles for sustainable energy management with distributed solar generation
Shang, Wen-Long, cheng, haibo
This study develops a peak-minimization model integrating bidirectional EV charging (V2G) with distributed solar (rooftop and vehicle-integrated PV). Using UK smart-meter data and the IEEE European test feeder, it shows V2G alone cuts peak …
Peer-reviewedCNJournalInternational Journal of Environmental Science and Technology2023#Energy TransitionDOI
Impact of global value chain and technological innovation on China’s industrial greenhouse gas emissions and trend prediction
Yu Y.
This paper analyzes the impact of global value chain participation and technological innovation on China's industrial greenhouse gas emissions and predicts future trends. It finds that technological innovation contributes to emission reduct…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#Energy TransitionDOI
Comparative Thermodynamic and Economic Analysis of Closed and Semi-Open Compressed Carbon Dioxide Energy Storage Systems
Yifu Zhang, Yuming Liu, 吳祖漢 +3
This study proposes two compressed CO2 energy storage (CCES) systems for long-duration storage, comparing thermodynamics and economics. The closed system achieves 62.25% cycle efficiency, while the semi-open system reaches 7.38×10^7 J/m^3 e…