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-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…
Peer-reviewed🌍 GlobalJournalChallenges in Sustainability2026#Energy TransitionDOI
Vietnam’s Tourism Recovery Under Climate Change and the Net Zero Transition: Mobility-Related Carbon Pressure and Short-Run Decoupling
Ho L.X.
This study examines how Vietnam's tourism recovery affects mobility-related carbon emissions amid climate change and the net-zero transition. It appears to analyze the link between tourism demand rebound and carbon pressure, and the possibi…
Peer-reviewed🇨🇳 ChinaJournalJournal of Energy Storage2026#Energy TransitionDOI
Energy storage for a flexible and decarbonized power system in China: Pathways and regional deployment
Kun Li, Bai-Chen Xie, Yan-Shen Yang +2
Using the SWITCH-China model, this study optimizes long-term deployment pathways for pumped hydro (PHS) and battery storage (BESS) under China's dual-carbon targets. By 2050 storage reaches 1000–1200 GW (2220–3340 GWh), with PHS leading ear…
Peer-reviewed🇨🇳 ChinaJournalSci2026#Energy TransitionDOI
The Impact of New Quality Productive Forces on High-Quality Energy Development: Evidence from China’s Energy Transition
Linfeng Li, Yu Huilu, Hongqiang Jiang +3
Using panel data from 30 Chinese provinces (2012-2023), this study finds that new quality productive forces (NQPFs) significantly promote high-quality energy development (HED) via industrial upgrading and reduced resource misallocation. Eff…
Peer-reviewed🇨🇳 ChinaJournalAtmosphere2026#Energy TransitionDOI
Decentralized-to-Centralized Transition of Yibin’s Camphora longepaniculata Essential Oil Processing Industry: A Scenario-Based LEAP Case Study of Energy and Pollution–Carbon Co-Benefits
Yan Xie, Yulin Zhang, Shulin Pan +1
A LEAP scenario framework (2018–2035) models Yibin's camphor essential oil processing under four centralization scenarios. Centralization cuts unit energy use by 51.2% and CO2 intensity by 63.1%; 50% penetration yields net CO2 and energy re…
🇪🇺 EuropeJournal2026#Energy TransitionDOI
Nuclear Propulsion in Maritime Transport: Technical and Environmental Assessment in the Context of Maritime Decarbonization
Valerian Novac, Eugen Rusu, Vladimir Ablai +1
This study assesses SMR nuclear propulsion for a 15,000-TEU container ship versus heavy fuel oil (HFO), covering power, emissions, and 25-year costs. HFO consumes ~50,400 t fuel/year emitting ~156,940 t CO2, while a 70 MWe SMR meets propuls…
🌍 GlobalJournalUniversity of Delaware2026#Energy TransitionDOI
Decentralizing energy: prosumers, carbon incentives, and market behaviors
Pravesh Raghoo
This dissertation examines prosumer-centered transitions in peer-to-peer (P2P) energy trading across four studies, situated in Mauritius. A nationwide survey of 111 households reveals three trading archetypes: autonomy-oriented, price-drive…
Peer-reviewed🌍 GlobalJournalACS Applied Engineering Materials2026#Energy TransitionDOI
Electrochemical Enhancement of Vanadium and Manganese Redox Couples Using N-Doped Carbon Nanomaterials Deposited on Carbon Cloth Electrodes
Shamik Chaudhuri, Reza Afshar Ghotli, Züleyha Kudaş +9
Nitrogen-doped carbon nanotubes and reduced graphene oxide were deposited binder-free onto carbon cloth via horizontal electrophoretic deposition. Nitrogen-induced defect-rich graphitic domains enhanced charge-transfer kinetics, lowered int…
Peer-reviewed🇨🇳 ChinaJournalEnergies2026#Energy TransitionDOI
A Fully Connected Deep Neural Network with Multi-Head Self-Attention Mechanisms Based on the Multi-Objective Ant-Lion Optimization Algorithm for Low-Carbon Economic Dispatch
Feiwei Li, Dexing Sun, Junwei Zhang +3
This study proposes FMM, combining multi-objective ant-lion optimization with a multi-head self-attention deep neural network, to solve low-carbon economic dispatch in power systems. On IEEE 118- and 300-bus systems it cuts CO2 emissions by…
Peer-reviewed🇨🇳 ChinaJournalFrontiers in Marine Science2026#Energy TransitionDOI
Data-driven social-cognitive navigation for energy-efficient and low-carbon autonomous shipping
Yuhan Zhou, Huijin Xu, Maoyuan Sun +7
This study proposes a Social-Cognitive Navigation Framework (SCNF) using historical AIS trajectories and online sensor data to improve autonomous ship safety and efficiency. Integrating a Recursive Hypergraph Transformer, Level-k reasoning,…
Peer-reviewed🇪🇺 EuropeJournalSustainable Computing Informatics and Systems2026#Energy TransitionDOI
Wattnet: Matching electricity consumption with low-carbon, low-water footprint energy supply
María Castrillo Melguizo, Jaime Iglesias Blanco, Judith Sáinz-Pardo Díaz +1
Wattnet is an open-source tool that jointly assesses the carbon and water footprints of electricity consumption across Europe at 15-minute resolution, tracing cross-border flows. Comparing generation-based and consumption-based footprints f…
Peer-reviewedJournalJournal of Cleaner Production2026#Energy TransitionDOI
Life-cycle and carbon-cost trade-offs in configuration and operation choices of a solid oxide fuel cell integrated hybrid desiccant cooling trigeneration system
Siwoong Kim, Sanggyu Kang
This study evaluates life-cycle and carbon-cost trade-offs across configuration and operation choices of a solid oxide fuel cell (SOFC) integrated hybrid desiccant cooling trigeneration system. No abstract was available, but the work appear…