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.
🇪🇺 Europe📚 Peer-reviewed · JournalInstitut International du Froid2026#Energy TransitionDOI
Assessing the impact of energy transition from oil and gas to electricity in the european food supply chain.
Feng Y., TSIAMAS K., FOSTER A. +2
This paper assesses the impact of transitioning from oil and gas to electricity in the European food supply chain. It likely examines the decarbonization potential and challenges for the food sector's energy transition.
🇪🇺 Europe📚 Peer-reviewed · JournalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
Irish twin transition efforts through Data Centres
Ugo Rizzo, nicolò barbieri
This paper analyzes Ireland's twin transition integrating digitalization and decarbonization, focusing on data centers as major electricity consumers. It examines policy frameworks, governance, and implementation challenges, concluding that…
🌍 Global📚 Peer-reviewed · JournalRenewable and Sustainable Energy Reviews2026#Energy TransitionDOI
Structural dynamics of the renewable energy economy: A longitudinal input-output insights for a resilient transition
Hakpyeong Kim, Jeong IL. Park, Taehoon Hong +1
This study uses longitudinal input-output analysis to examine structural dynamics in the renewable energy economy, aiming to support a resilient energy transition.
🇺🇸 USA📚 Peer-reviewed · JournalUNC Libraries2026#Energy TransitionDOI
Bridging the Gap Between Residential Energy Data and Policy for Vulnerable Communities Under Climate Change
Ying Yu
This study compiles an 8-year county-level panel dataset to estimate the disproportionate impacts of temperature on energy burdens for vulnerable U.S. communities. It builds an interdisciplinary framework combining machine learning and remo…
🇪🇺 Europe📚 Peer-reviewed · JournalEnergy Reports2026#Energy TransitionDOI
A survey on transactive energy management approaches in energy communities
Aditya Pappu, Bahman Ahmadi, Gerwin Hoogsteen +2
This survey comprehensively reviews transactive energy management approaches in energy communities. It categorizes methods such as demand response, decentralized energy trading, and market designs, summarizing their benefits and challenges.…
🌍 Global📚 Peer-reviewed · JournalForests2026#Energy TransitionDOI
Impact of Afforestation, Energy Productivity, Renewable and Nuclear Electricity Generation on CO2 Emissions: Empirical Findings from the BRICS Countries
Seda Sönmez, Halil Özekicioğlu, Marina Danilina +1
This paper analyzes the short- and long-term effects of afforestation, energy productivity, renewable electricity generation, and nuclear electricity generation on CO2 emissions in BRICS countries from 1993 to 2021 using bootstrap cointegra…
🌍 GlobalPreprintResearch Square2026#Energy TransitionDOI
Transitioning Away from Oil, with Oil: Quantifying Embedded Oil Demand in the Net-Zero Transition
Laing T, Koroma MS, Elshurafa A
This study quantifies the paradox that renewable energy and electric vehicle manufacturing relies on oil-based materials. Using material flow analysis, it projects that global oil demand embedded in these technologies could rise from 2.8 mi…
🌍 GlobalPreprintResearch Square2026#Energy TransitionDOI
Microwave Power-to-Heat for Solar Salt: Multiphysics Analysis and Design Constraints
Valverde C, Díaz-Morcillo A, Fayos-Fernández J +3
This paper investigates microwave heating of molten solar salt (solar salt) for thermal energy storage, combining multiphysics simulations and experiments. Solar salt behaves as a highly conductive ionic medium with limited microwave penetr…
🌍 Global📚 Peer-reviewed · JournalJournal of the British Academy2026#Energy TransitionDOI
Imagining future homes: a creative community engagement workshop on retrofit to navigate the ‘just transition’ to net zero
Sarah Jasim, Joseph Simms, Anne Watson +5
This paper reports findings from a co-designed creative community engagement workshop on home retrofit and just transition to net zero, held in London in 2023. Forty diverse participants collaborated to generate priorities and solutions bri…
📚 Peer-reviewed · JournalEnergies2026#Energy TransitionDOI
Digital Transformations in the Renewable Energy Sector for Net-Zero Targets on the Path to a Sustainable Future
Sumera Ahmad, Ammar Rashid, Ahmed Bilal Awan +1
This literature review analyzes 89 studies on digital transformation in the renewable energy sector towards net-zero targets. It finds that digital technologies can significantly optimize performance and address sustainability issues, highl…
CN📚 Peer-reviewed · JournalProceedings of the National Academy of Sciences2026#Energy TransitionDOI
Bridging national climate targets and firm-level decisions: An agent-based model of China’s steel decarbonization pathways
Xiao Liu, Jinhong Du, Lingling Lv +2
China's steel sector is critical for climate goals but hampered by coal-based processes and regional disparities. This study develops an agent-based model linking policy signals (carbon caps, pollution standards) with firm-level investment …
🇪🇺 Europe📚 Peer-reviewed · JournalSocio-Economic Planning Sciences2026#Energy TransitionDOI
Structural patterns and energy productivity in the EU-27 decarbonization process
C.H. Siemens, J.M. Guaita-Martinez, R. Puertas +1
This paper analyzes structural patterns and energy productivity in the EU-27 decarbonization process, empirically evaluating the impact of energy efficiency improvements and industrial structural changes on decarbonization.
📚 Peer-reviewed · JournalJournal of Scientific Engineering Advances2026#Energy TransitionDOI
Indonesia's Strategic Opportunity in POME-based Sustainable Aviation Fuel: Prospects, Challenges, and Policy Recommendations for Emerging Biorefinery Industries
L. Judijanto
This paper examines Indonesia's potential to produce sustainable aviation fuel (SAF) from palm oil mill effluent (POME). It finds that Indonesia has sufficient feedstock to produce 2-3 million kiloliters of SAF annually, with 79.6% GHG redu…
🌍 GlobalDatasetZenodo2026#Energy TransitionDOI
REMix-NZ energy system optimisation dataset: five scenarios for electricity, heat and transport decarbonisation, 2020 to 2050
Canessa, Rafaella
This dataset provides input data, model build scripts, and optimization results for a multi-sector energy system model of New Zealand covering electricity, heat, and transport from 2020 to 2050. It includes five long-term scenarios (Global …
🇪🇺 EuropePreprintarXiv2026#Energy Transition
Powering the Future of AI: Navigating the Trade-offs for Europe's Energy Transition and Net-Zero Goals
Mohammad Hemmati, Gbemi Oluleye, Vassilis M. Charitopoulos
This paper quantifies the impact of AI-driven hyperscale data centers on European power system planning and net-zero goals using a spatially explicit optimization model across 21 AI growth scenarios. It finds that AI could drive 73-723 TWh …
📚 Peer-reviewed · JournalJournal of the Korean Society for Marine Environment & Energy2026#Energy TransitionDOI
The Impacts of IMO Mid-term Measures on Ship Decarbonization Technologies and Implementation Strategies for the ZNZs Compensation Scheme
Seong-yeob Lee, Meangik Cho, Seong-Gil Kang +1
This paper analyzes the impacts of IMO mid-term measures on the development and deployment of ship decarbonization technologies, and the implementation strategies for the ZNZs (Zero-Emission Ships) compensation scheme. It suggests that regu…
📚 Peer-reviewed · JournalChemical Engineering Science2026#Energy TransitionDOI
Research on decarbonization pathways for chemical production processes based on integrated solar thermal and photovoltaic technologies
Xiaojuan Ma, Sen Yang, Ziyuan Cui +2
This paper explores the potential of integrating solar thermal and photovoltaic technologies to decarbonize chemical production processes. It presents a technical pathway for expanding renewable energy use and reducing CO2 emissions in the …
📚 Peer-reviewed · JournalCase Studies on Transport Policy2026#Energy TransitionDOI
Operationalizing maritime decarbonization policy through emissions monitoring: lessons from the Straits of Malacca
Mohd Tarmizi Osman, Kasypi Mokhtar, Norjipin Saidi +4
This paper examines how emissions monitoring can operationalize maritime decarbonization policy, using the Straits of Malacca as a case study. It provides lessons for policy implementation.
📚 Peer-reviewed · JournalEconomics of Energy and Environmental Policy2026#Energy TransitionDOI
Analysis of Natural Gas and Electricity Load Profiles for the Decarbonisation Strategy of a Commercial Area
Ann-Kathrin Rathmann, Anne Schierenbecka, Ruwen Erler, Ulrike Jordan
This study builds a database of company-specific energy demand for a commercial area at hourly resolution using synthetic and real load profiles. It compares synthetic and actual data to model the heterogeneous energy needs, supporting ener…
CN📚 Peer-reviewed · JournalMaritime Policy & Management2026#Energy TransitionDOI
Maritime decarbonization: a systematic literature review and directions for future research
Moran Wang, Zheng Xuan Hoy, Shouyang Wang +1
A systematic literature review on maritime decarbonization, summarizing current research trends and proposing future directions. The paper provides policy implications for reducing GHG emissions in the shipping industry.