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.
CN📚 Peer-reviewed · JournalEnergy Engineering2026#Energy TransitionDOI
Industrial Intelligence, Low-Carbon Transition and Implications for Offshore Renewable Energy: Evidence from Chinese Provinces
Pingzhen Xu, Xin Shen
Using panel data from 30 Chinese provinces (2011-2022), this study employs a structural equation model to examine how industrial intelligence affects carbon emissions. It finds that industrial intelligence significantly reduces emissions, w…
🌍 Global📚 Peer-reviewed · JournalClean Technology2026#Energy TransitionDOI
Life Cycle Optimization of Circular Industrial Processes: Advances in By-Product Recovery for Renewable Energy Applications
K. Kiskira, Sofia Plakantonaki, Nikitas Gerolimos +4
This review synthesizes recent advances in by-product recovery technologies for circular industrial processes in renewable energy contexts. It covers thermal, biological, chemical/electrochemical, and biotechnological routes across battery …
📚 Peer-reviewed · JournalJournal of Renewable and Sustainable Energy2026#Energy TransitionDOI
Optimal coupling of battery and green hydrogen storage for variable wind power: A real-world case study
M. Bibih, K. Choukri, Mohamed El Khaili +1
This study uses real-world data from a 140 MW wind farm to evaluate the optimal coupling of battery and green hydrogen storage under variable demand. The hybrid system reduces curtailment to ~3%, increases renewable utilization to ~96.2%, a…
📚 Peer-reviewed · JournalNature Communications2026#Energy TransitionDOI
Thermally coupled solid hydrogen storage and carbon capture for balancing intermittent renewable energy
A. Harrison, George J. Fulham, Haoliang Hong +1
This paper proposes a system that thermally couples solid hydrogen storage and carbon capture to smooth out fluctuations in renewable energy generation. The thermal coupling enables efficient energy management, simultaneously providing stab…
📚 Peer-reviewed · JournalInternational Journal of Energy Economics and Policy2026#Energy TransitionDOI
Pathways to Decarbonization in Indonesia: Mediating Effects of Renewable Energy and Energy Efficiency on the Economic Growth–Emission Nexus
Anton Atno Parluhutan Sinaga
This study empirically analyzes the mediating roles of renewable energy and energy efficiency in the economic growth-CO2 emissions nexus for Indonesia (2000-2023) using PLS-SEM. Economic growth significantly increases emissions, while renew…
📚 Peer-reviewed · JournalEnergy Strategy Reviews2026#Energy TransitionDOI
Cost-effective decarbonization of industrial energy systems through hybrid renewable integration: A long-term MILP optimization
Florian Frieden, Jens Leker
This paper presents a long-term MILP optimization model for hybrid renewable integration in industrial energy systems, demonstrating how to balance cost reduction and emission reduction cost-effectively.
📚 Peer-reviewed · JournalEconomic Journal of Emerging Markets2026#Energy TransitionDOI
Modelling the impact of Information and Communication Technology (ICT) trade, economic complexity and energy structure on carbon neutrality: Evidence from BRICS
Neharika Singh, Meenakshi Gupta
This study examines the impact of ICT trade components, economic complexity, and renewable energy share on carbon emissions in BRICS countries (2000-2022) using a second-generation CS-ARDL model. Results show that ICT service exports and re…
🌍 Global📚 Peer-reviewed · JournalJournal of Shipping and Trade2026#Energy TransitionDOI
A comparative modelling approach to environmental-economic trade-offs of low-carbon fuels in coastal shipping
Oleksiy Melnyk, Svitlana Onyshchenko, Iryna Savelieva +2
This study compares low-carbon fuels (biofuels, methanol, ammonia, hydrogen) for coastal shipping, integrating life cycle parameters and marginal abatement costs in a model with scenarios to 2050. A hybrid gradual transition from early biof…
CN📚 Peer-reviewed · JournalSustainable Production and Consumption2026#Energy TransitionDOI
Carbon-water eco-efficiency trade-offs and spatial inequalities in China's low-carbon urban transition: Evidence from county-level data
Xuejing Wu, Xiangyu Wang, Shudi Zuo +2
This paper examines the trade-offs between carbon and water eco-efficiency in China's low-carbon urban transition using county-level data, revealing spatial inequalities. It suggests that optimization strategies need to be tailored to local…
📚 Peer-reviewed · JournalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
Beyond the Ecological Balance: The Role of Environmental Metrics in the Relationship Among Institutions, Finance, and the Energy Transition in Latin America (2002–2021)
North American Academic Research
This study uses panel data from 16 Latin American countries (2002-2021) to examine how the choice of environmental metrics affects energy transition evaluation. Comparing Ecological Footprint (EFpc) and Ecological Deficit (EDpc) via fixed-e…
🇨🇳 China📚 Peer-reviewed · JournalFrontiers in Environmental Economics2026#Energy TransitionDOI
Policy–technology–finance synergy and sustainable industrial low-carbon transition
Jun Ma, Wei Cai, Yuchen Wan +2
This study examines how digital transformation, policy intervention, technological investment, and financial support interact to drive industrial low-carbon transition. Using firm-level panel data from over 12,000 observations in manufactur…
📚 Peer-reviewed · JournalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
From Policy to Pavement: Governance, Finance, and Equity in Abuja's Green Transport Transition
Mohammed Abubakar Adeyemi & Prof. Zubairul Islam
This paper analyzes the green transport transition in Abuja, Nigeria, focusing on governance, finance, and equity. It highlights the gap between policy and implementation, offering insights into challenges for urban transport decarbonizatio…
🌍 Global2026#Energy Transition
Diverse efforts in the same direction: A multi-model comparison of climate-neutrality power sector pathways for the Nordic countries
Emir Fejzi'c, Will Usher, I. Jensen +12
This paper compares climate-neutrality pathways for Nordic power sectors using eight structurally diverse energy system models without input harmonization. There is broad agreement on a transition dominated by wind and solar PV with declini…
📚 Peer-reviewed · JournalJurnal Geosaintek2026#Energy TransitionDOI
GREENFUSION: SYNTHESIS OF NEXT-GENERATION GREEN DIESEL FUEL THROUGH HYDRODEOXYGENATION OF NYAMPLUNG AND UCO
Muhammad Ilham Maulana, F. Sinulingga
This study proposes 'GreenFusion,' a method for synthesizing green diesel from a mixture of Nyamplung oil and used cooking oil via hydrodeoxygenation using a NiAg/ZH catalyst. The process achieves a yield of 91.2% and a cetane number of 75.…
🇪🇺 Europe📚 Peer-reviewed · JournalNature Communications2026#Energy TransitionDOI
2040 greenhouse gas reduction targets and energy transitions in line with the EU Green Deal
Renato Rodrigues, R. Pietzcker, Joanna Sitarz +9
This study uses an integrated energy-economy-climate model to explore EU pathways to climate neutrality, informing the 2040 target-setting process. Results indicate that 86% emission reductions (range 80-93%) from 1990 levels are cost-effic…
📚 Peer-reviewed · JournalEnvironmental Research Letters2026#Energy TransitionDOI
Green vs growth? Exploring British Columbia’s energy transition trade-offs using integrated energy systems modelling
Aaron Hoyle, Madeleine Seatle, B. Griffin +2
This paper analyzes the trade-offs between decarbonization through electrification and economic development in British Columbia, Canada, using an integrated energy systems model. Comparing scenarios of implemented policies versus additional…
🌍 Global📚 Peer-reviewed · JournalInternational Journal of Advanced Research2026#Energy TransitionDOI
BENCHMARKING STATISTICAL, MACHINE LEARNING, DEEP LEARNING, AND HYBRID FORECASTING MODELS FOR GLOBAL RENEWABLE ENERGY CONSUMPTION: A WALK-FORWARD CROSS-VALIDATION STUDY WITH STRUCTURAL BREAK ANALYSIS
Shaon Biswas, Paramita Roy
This paper benchmarks 13 forecasting model families on global renewable energy consumption (World Bank indicator, 1990-2020) using walk-forward cross-validation with a 3-year horizon. It evaluates models via Diebold-Mariano tests and Model …
📚 Peer-reviewed · JournalACS Catalysis2026#Energy TransitionDOI
Mn-Promoted Co/TiO2 Catalysts: Quantitative Analysis of Cobalt Polymorphs and Stacking Faults and Its Effect on Fischer-Tropsch Synthesis Performance
Danial Farooq, Lucy Costley-Wood, Sebastian Stockenhuber +9
This study quantifies cobalt polymorphs and stacking faults in Mn-promoted Co/TiO2 Fischer-Tropsch catalysts. It shows that 3% Mn loading enhances HCP domains and Co2C formation, correlating with higher alcohol/olefin selectivity. Highlight…
📚 Peer-reviewed · Journalnpj Climate Action2026#Energy TransitionDOI
Decarbonization pathways for Canada’s federated energy system using a subnational integrated assessment model
Muhammad Awais, Deven Azevedo, Madeleine McPherson
This study uses a subnational integrated assessment model to explore decarbonization pathways for Canada's federated energy system. It analyzes regional differences in optimal technology and policy choices to achieve national emission reduc…
🇪🇺 Europe📚 Peer-reviewed · JournalEnergy, Sustainability and Society2026#Energy TransitionDOI
Dynamic prospective life cycle assessment of transition paths for the Austrian steel industry
Ladislaus Lang-Quantzendorff, Martin Beermann
This study applies dynamic prospective life cycle assessment to evaluate decarbonization transition paths for the Austrian steel industry. It compares technology options such as hydrogen direct reduction and CCS, assessing environmental imp…