GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 13 open 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🇪🇺 EuropeResearch Square2026#Energy TransitionDOI
Firming weather dependent renewable generation yields single digit system level energy returns
Beck HP
This study evaluates the energy return on investment (EROI) of firming weather-dependent renewables in a Central European mix of 80% wind and 20% solar. Expanding the system boundary to include grids, storage, and backup reduces EROI from 1…
PreprintEarthArXiv2026#Energy TransitionDOI
A novel integrated assessment framework to inform Australia's net zero transition
Castonguay, Adam, Lu, Yingying, Nolan, Martin +9
This study develops an updated GLOBIOM model for Australia, integrated with the GTEM economic model, to assess pathways to net zero by 2050. Results show agriculture and land-use sectors reach net zero by 2040, with the whole economy by 205…
🇪🇺 EuropeDatasetZenodo2026#Energy TransitionDOI
PLANtoACT Task 2.2: Building Stock Analysis Data
Zandonella Callegher, Claudio, Zilio, Samuele, D'Alonzo, Valentina +1
This repository presents the results of WP2 Task 2.2 of the LIFE-funded PLANtoACT project, providing spatial building stock characterization and energy profiles for five pilot regions in the EU (Germany, France, Italy, Portugal, Romania). I…
Preprint🇺🇸 USAZenodo2026#Energy TransitionDOI
BIO-Quantum Energy Brain (BQEB): A Unified Intelligence Framework for Future Energy Systems
Agrawal, Rakesh Kumar
This book presents the BQEB framework, integrating AI, forecasting, optimization, validation, and future energy architectures. Across 20 chapters, it covers data foundations, forecasting methods, optimization, digital twins, and intelligent…
🇪🇺 EuropeDatasetZenodo2026#Energy TransitionDOI
Comparative GHG Emissions, Energy Transition, and Economic Indicators Dataset: EU, Germany, Poland, Turkey, and Ukraine, 1990-2024
Matukhno, Olena, Schäfer-Bung, Boris
This dataset provides harmonized economic, GHG emissions, and energy-transition indicators for the EU, Germany, Poland, Turkey, and Ukraine (1990-2024). It supports comparative analysis of GDP-GHG decoupling, energy and carbon intensity, re…
🌍 GlobalDatasetZenodo2026#Energy TransitionDOI
Replication Data for "Decarbonization reduces carbon border costs for Middle East and North African steel exporters"
Dinçer, Ali Ersin
This empirical study analyzes how decarbonization can reduce carbon border costs (e.g., CBAM) for steel exporters in the Middle East and North Africa (MENA). It provides replication data and offers policy and industrial implications.
Peer-reviewedJournalSugar Tech2026#Energy TransitionDOI
Optimizing Energy Use, Greenhouse Gas Emissions, and Profitability in Sugar Beet Production: A Data Envelopment Analysis Approach
Amir Azizpanah, Abdolreza Ahmadi, Morteza Taki
This study uses Data Envelopment Analysis (DEA) to assess energy efficiency and GHG reduction potential in sugar beet production, analyzing trade-offs with profitability and offering insights for agricultural decarbonization.
Peer-reviewedJournalEnergy Conversion and Management2026#Energy TransitionDOI
Comparative thermodynamic and techno-economic analysis of ammonia engine with partial pre-cracking versus natural gas engine with carbon capture and storage: towards well-to-wake maritime decarbonization
Yuanxin Gao, Yongming Feng, Jinbo Qu +3
This paper compares ammonia engines with partial pre-cracking against natural gas engines with CCS for maritime decarbonization, using thermodynamic and techno-economic analysis. It evaluates well-to-wake GHG reduction and cost-effectivenes…
Peer-reviewedJournalClean Technologies2026#Energy TransitionDOI
Catalytic Pyrolysis of Polyolefin Waste for Decarbonization and Circular Economy: A Mini-Review of Achievements and Industrial Prospects
Ivan N. Zubkov, Yuri V. Korolev, Ekaterina A. Korsunova +4
This mini-review examines catalytic pyrolysis of polyolefin waste (PE, PP) as a chemical recycling route for a circular economy and decarbonization. It proposes an algorithm for selecting recycling routes based on waste composition and degr…
Peer-reviewedCNJournalJournal of Coal Science and Engineering2012#Energy TransitionDOI
Geologically controlling factors on coal bed methane (CBM) productivity in Liulin
Li-Jun G.
This paper analyzes geological factors controlling coal bed methane (CBM) productivity in the Liulin area, China. CBM is a type of natural gas that can contribute to reducing methane emissions from coal mining and to energy supply. Understa…
Peer-reviewedJournalInternational Journal of Electrical Power and Energy Systems2026#Energy TransitionDOI
Empirically observed structural change in marginal emission response of a nuclear-constrained power system under rising solar penetration
Yu Y.
This paper empirically analyzes how rising solar penetration alters the marginal emission factor (MEF) in a nuclear-constrained power system. It finds structural changes in MEF's temporal variation and price response, offering insights for …
Peer-reviewedJournalElectrical Engineering2006#Energy TransitionDOI
Applications for stochastic optimization in the power industry
Spangardt G.
This paper reviews applications of stochastic optimization in the power industry. It addresses uncertainty in generation planning and grid operations, potentially aiding renewable integration and cost reduction. Specific findings are unclea…
Peer-reviewedJournalThermal Engineering2022#Energy TransitionDOI
Assessment of the Potential for Decreasing Greenhouse Gas Emission in Burning Fuels in Boilers at Thermal-Power Plants (TPP) and Boiler Houses
Roslyakov P.V.
This paper assesses the potential for reducing greenhouse gas emissions from fuel combustion in boilers at thermal power plants and boiler houses. While specific methods and results are unavailable, it addresses a key aspect of energy trans…
Peer-reviewedJournalRenewable Agriculture and Food Systems2021#Energy TransitionDOI
Sustainability assessment and optimization of legumes production systems: Energy, greenhouse gas emission and ecological footprint analysis
Aghili Nategh N.
This paper assesses the sustainability of legume production systems by analyzing energy use, greenhouse gas emissions, and ecological footprint, and proposes optimization methods. It provides quantitative insights for decarbonizing the agri…
Peer-reviewedJournalJOM2001#Energy TransitionDOI
Managing greenhouse gas emission in the Indian aluminum industry
Mahadevan H.
This paper examines greenhouse gas emission management in the Indian aluminum industry, a highly energy-intensive sector. It analyzes technological and policy options for emission reduction, offering insights for industrial decarbonization …
Peer-reviewed🇺🇸 USAJournalEnvironment Systems and Decisions2020#Energy TransitionDOI
Have greenhouse gas emissions from US energy production peaked? State level evidence from six subsectors
Cary M.
This study empirically examines whether GHG emissions from US energy production have peaked, using state-level data across six subsectors. It provides critical insights into the pace of energy transition and the effectiveness of climate pol…
Peer-reviewed🌍 GlobalConference2025 IEEE North East India International Energy Conversion Conference and Exhibition Ne Iecce 20252025#Energy TransitionDOI
Identifying Net-Zero Emission Pathways Through Cross-Border Power Trading in the BIMP Region
Anugrah P.
This paper analyzes the role of cross-border power trading in achieving net-zero emission pathways in the BIMP region (Brunei, Indonesia, Malaysia, Philippines). It evaluates the potential for renewable energy integration and regional coope…
Peer-reviewedJournalComputers and Industrial Engineering2025#Energy TransitionDOI
Smart circular economy designed for the decarbonization of waste from industry to promote net zero and sustainable development goals
Deng L.
This paper proposes a smart circular economy designed for decarbonizing industrial waste, aiming to promote net zero and sustainable development goals. Specific methods and data are unclear, but it suggests an integrated approach combining …
Peer-reviewedJournalBritish Journal of Anaesthesia2026#Energy TransitionDOI
Carbon footprint evaluation for waste management of fluorinated anaesthetics in the UK using mathematical modelling
Quinn Stein, Ali Özel, A. Chakera +3
This study develops a mathematical model and open-source Python API to estimate carbon emissions from disposal pathways of fluorinated anaesthetics in the UK NHS. High-temperature incineration in clinical waste streams is the most likely ro…
Peer-reviewed🇺🇸 USAJournalUNC Libraries2026#Energy TransitionDOI
Deciphering Decarbonization Trajectories in China by Spatiotemporal-Accumulation Modeling of Electricity Carbon Footprint
Wei-Qiang Chen, Jing Tang, Dungang Gu +6
This study models the spatiotemporal carbon footprint of China's electricity sector to reveal regional and temporal decarbonization trajectories. By capturing variations in grid carbon intensity, it assesses the impact of renewable energy d…