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.
DatasetZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
The Hidden Carbon Burden of Digitalization: Rebound Effects Limit Its Global Climate Mitigation Potential
Lin Yang, Simin Huang, Wenhui Zhao +2
This study assesses digitalization's climate mitigation potential by constructing a digitalization index, estimating total factor energy productivity, and applying random forest, SHAP, DeepAR, and counterfactual simulations. It quantifies t…
Preprint🇪🇺 EuropeResearch Square2026#Energy TransitionDOI
A novel multi-layer energy management system for enhanced grid services by a hybrid energy storage system
Azkue M, Saez-de-Ibarra A, Mascaro V +4
A three-layer hierarchical EMS developed in the HAVEN project uses cloud-based AI to forecast renewable generation, load, and battery remaining useful life, while mid-level optimization and edge-level control coordinate a hybrid storage sys…
PreprintZenodo2026#Energy TransitionDOI
Modeling the decarbonization trajectories of the Moroccan agri-food industry: a prospective analysis with OSeMOSYS
DODDE, Kyrill
Using a bottom-up OSeMOSYS optimization model, this study assesses four decarbonization scenarios for Morocco's agri-food industry to 2050 under tightening climate policy and EU CBAM exposure. An 85% emissions cut is technically feasible vi…
CNDatasetZenodo2026#Energy TransitionDOI
Code and processed data for "From pollution haven to decarbonisation supplier: China's export reversal"
Chen, Yang, Zhang, Shumin, Huang, Dasheng +6
This repository provides the analysis code, processed data and figures for a study on China's shift from pollution haven to decarbonisation supplier. It covers GLORIA v060 MR-SUT embodied-emission accounting (1990-2024), MEIC v2 pollutant c…
Peer-reviewed🇺🇸 USAJournalEnvironmental Science & Technology2026#Energy TransitionDOI
A Multi-Model Assessment
of the Air Quality and Health
Impacts of U.S. Energy Decarbonization
Jinyu Shiwang, Wei Peng, John Bistline +10
Using three leading U.S. energy system models (US-REGEN, GCAM-USA, REPEAT), this study shows net-zero transitions robustly cut ambient PM2.5 and related mortality nationwide. By 2050, PM2.5-attributable mortality falls 28–73% versus 2017, t…
Peer-reviewedConferenceProceedings of the Water Environment Federation2026#Energy TransitionDOI
Decarbonization Strategy Best Practices Derived from a Water Utility Experience Survey
Aby sabzwari, Jeremy Kraemer
This study derives decarbonization best practices from an experience survey of water utilities. It compiles practical insights on reducing energy use and GHG emissions in public infrastructure operations, with a focus on operational improve…
Peer-reviewedJournalEnergy Journal2019#Energy TransitionDOI
Renewables, allowances markets, and capacity expansion in energy-only markets
Falbo P.
This paper examines how emissions allowance markets and renewable deployment interact with capacity expansion decisions in energy-only electricity markets. Without an available abstract, the precise method is unclear, but the focus appears …
Peer-reviewedJournalJournal of Cleaner Production2019#Energy TransitionDOI
Green hub-and-spoke network design for aviation industry
Parsa M.
A study on redesigning aviation hub-and-spoke networks with environmental objectives. Without an abstract, details are unclear, but it appears to address route and hub optimization for aviation decarbonization, balancing emission reduction …
Peer-reviewed🇪🇺 EuropeJournalJournal of Modern Power Systems and Clean Energy2023#Energy TransitionDOI
Achievements and Challenges in European Energy Markets
Weber C.
Apparently a review of achievements and challenges in European energy markets, though no abstract is available to confirm methods or findings. Likely covers EU power market integration, renewables deployment, and policy design. Useful as ba…
Peer-reviewedJournalInternational Journal of Low Carbon Technologies2010#Energy TransitionDOI
Economic perspectives on low-carbon development in Russia
Malakhov V.
A study examining low-carbon development in Russia from an economic perspective. Without an abstract, details are unclear, but it likely addresses economic implications and policy challenges of transitioning from a carbon-intensive economy,…
Peer-reviewedCNJournalChung Kuo Tsao Chih China Pulp and Paper2023#Energy TransitionDOI
Analysis of Carbon Emission Characteristics and Emission Reduction Path in China's Paper and Paper Products Industry
He X.
An industry-level decarbonization study examining carbon emission characteristics and reduction pathways for China's paper and paper products sector. Without an abstract, details are limited, but it appears to map emission structures and pr…
Peer-reviewedJournalSustainability in Debate2024#Energy TransitionDOI
Strategies for a sustainable future in the footwear industry in the face of greenhouse gas emissions (GHG)
Fagundes C.
A paper on GHG emission reduction strategies in the footwear industry. Without an abstract, details are unclear, but footwear supply-chain decarbonization is a key Scope 3 area spanning materials, manufacturing, and end-of-life. Likely offe…
Peer-reviewedJournalAnnals of Nuclear Energy2025#Energy TransitionDOI
Decoding the environmental role of nuclear and renewable energy consumption: A time-frequency perspective
Adebayo T.S.
A study analyzing how nuclear and renewable energy consumption affect environmental indicators through a time-frequency (e.g. wavelet) lens. It aims to capture the time-varying environmental contributions of both energy sources, though no a…
Peer-reviewedJournalClimate Policy2021#Energy TransitionDOI
Modelling net-zero emissions energy systems requires a change in approach
Pye S.
This paper argues that modelling net-zero emissions energy systems requires a fundamental change in approach, critiquing the assumptions and structure of conventional models. It suggests existing frameworks may be inadequate for assessing d…
Peer-reviewed🇺🇸 USAJournalEnergies2021#Energy TransitionDOI
A meta-level framework for evaluating resilience in net-zero carbon power systems with extreme weather events in the united states
Araújo K.
This paper proposes a meta-level framework for evaluating resilience in net-zero carbon power systems under extreme weather events in the United States. It contributes an assessment methodology to the central energy-transition challenge of …
Peer-reviewedJournalInternational Journal of Sustainable Development and World Ecology2024#Energy TransitionDOI
Assessing decarbonization: a comparison of the green sacrifice ratio for China and India
Erdogan S.
This study compares the green sacrifice ratio — the economic cost of decarbonization — for China and India. It quantifies the output trade-off of emissions reduction and highlights differences in decarbonization costs between the two emergi…
Peer-reviewed🇪🇺 EuropeJournalEarth S Future2022#Energy TransitionDOI
Net-Zero CO2 Germany—A Retrospect From the Year 2050
Mengis N.
A retrospective scenario piece written from the vantage point of 2050, examining how Germany might achieve net-zero CO2. It appears to explore long-term decarbonization policy and energy transition design, though no abstract is available to…
Peer-reviewedJournalResources Policy2023#Energy TransitionDOI
Analysing the adoption barriers of low-carbon operations: A step forward for achieving net-zero emissions
Kumar A.
This study analyses the barriers that hinder the adoption of low-carbon operations, offering insights toward achieving net-zero emissions. It focuses on the organisational, economic and institutional hurdles firms face when implementing dec…
Peer-reviewedJournalElectrochemical Energy Reviews2025#Energy TransitionDOI
Toward Green Renewable Energies and Energy Storage for the Sustainable Decarbonization and Electrification of Society
Nekahi A.
A review-oriented piece on renewable energy and energy storage as pathways to decarbonization and electrification. Without an abstract, specifics are unclear, but it likely surveys storage technologies alongside renewable deployment. Empiri…
Peer-reviewedCNJournalAtmosphere2025#Energy TransitionDOI
Low-Carbon Production in China’s Iron and Steel Industry: Technology Choices, Economic Assessment, and Policy
Li Q.
This study examines technology choices, economic assessment, and policy for low-carbon production in China's iron and steel industry. Steel is among the world's largest industrial emitters, so the work contributes by framing decarbonization…