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-reviewed🌍 GlobalJournalScience, Engineering and Technology2026#Energy TransitionDOI
Computational Sustainability for Climate-Resilient Materials: AI-Driven Decarbonization Pathways for Cement and Industrial Systems
Oluwafemi Ezekiel Ige, Musasa Kabeya
This scoping review shows how computational sustainability—integrating AI, ML, digital twins, optimization, LCA, and techno-economic analysis—can support multi-scale decarbonization of cement production. SCM clinker substitution and energy …
Peer-reviewedJournalArchives of Thermodynamics2014#Energy TransitionDOI
Influence of biomass cofiring on the optimal coefficient of the cogeneration share in a district heating system
Ziebik A.
This study analyzes how biomass cofiring affects the optimal coefficient of the cogeneration share in a district heating system. It quantitatively examines how shifting from fossil fuels to biomass alters optimal design and operational para…
Peer-reviewedJournalIEEE Transactions on Smart Grid2021#Energy TransitionDOI
Reserve Model of Energy Storage in Day-Ahead Joint Energy and Reserve Markets: A Stochastic UC Solution
Tang Z.
This paper proposes a reserve provision model for energy storage participating in day-ahead joint energy and reserve markets, formulated as a stochastic unit commitment (UC) problem. It evaluates the reserve value of storage under renewable…
Peer-reviewed🇺🇸 USAJournalNature Sustainability2025#Energy TransitionDOI
Environmental impact and net-zero pathways for sustainable artificial intelligence servers in the USA
Xiao T.
This paper examines the environmental footprint of AI servers in the USA and explores net-zero pathways for their operation. It likely assesses the rapid growth in AI compute demand against power consumption, emissions, and sustainable infr…
Peer-reviewed🇺🇸 USAJournalEnergy and Climate Change2024#Energy TransitionDOI
The role of the pulp and paper industry in achieving net zero U.S. CO2 emissions in 2050
Charles M.
A study examining how the U.S. pulp and paper industry could contribute to achieving net zero CO2 emissions by 2050. It likely addresses industrial decarbonization pathways and the sector's potential role as a biomass and carbon sink. No ab…
Peer-reviewedJournalEnergy2024#Energy TransitionDOI
A new energy-economy-environment modeling framework: Insights from decarbonization of the Turkish power Sector towards net-zero Emission targets
Kat B.
This paper proposes a new energy-economy-environment (E3) modeling framework and applies it to analyze decarbonization pathways for the Turkish power sector toward net-zero emissions. It quantitatively assesses how renewable deployment and …
Peer-reviewed🌍 GlobalJournalEnergy and Climate Change2025#Energy TransitionDOI
Transportation in net-zero emissions futures: Insights from the EMF-37 model intercomparison study
Hoehne C.
This paper examines the role of transportation in net-zero emissions futures through the EMF-37 model intercomparison study. It analyzes how electrification, fuel switching, and demand-side changes shape emission pathways, and why model res…
Peer-reviewedJournalChemsuschem2022#Energy TransitionDOI
Catalytic Processes to Accelerate Decarbonization in a Net-Zero Carbon World
Wang Y.
This work discusses catalytic processes as enablers of decarbonization toward a net-zero carbon world. Catalysis can cut emissions in chemicals, fuels, and industrial processes and improve CCUS and hydrogen production efficiency. Without an…
Peer-reviewed🌍 GlobalJournalClimate Policy2025#Energy TransitionDOI
Is net zero net positive?–Opportunities and challenges for pursuing a socio-economically sensitive net-zero transition for India
Narassimhan E.
This paper examines India's net-zero transition through a socio-economic equity lens, weighing opportunities against challenges. It highlights distributional, employment and regional impacts, arguing for a just-transition design suited to e…
Peer-reviewedCNJournalFrontiers in Environmental Science2026#Energy TransitionDOI
Digitalization, green finance, and low-carbon transformation in manufacturing firms: a firm-level panel analysis from Shenzhen
Zhipeng Mu, Yarui Li, Yuchen Wan +2
Using firm-level panel data from 150 Shenzhen manufacturers (2015-2024), this study examines how digitalization, policy exposure, green finance, and technological upgrading jointly drive low-carbon transformation. Fixed-effects models revea…
Peer-reviewed🌍 GlobalJournalEnergy Foresight2026#Energy TransitionDOI
Achieving Low-Carbon Development in SADC: Renewable Energy and the Energy Kuznets Curve Framework
Ololade Mistura Aromasodun, Musa Ilias Biala
A study applying the Energy Kuznets Curve framework to SADC to examine how renewable energy adoption relates to economic growth and environmental pressure. It explores whether low-carbon development and economic growth can coexist in Southe…
Peer-reviewedCNJournalCarbon Neutrality2026#Energy TransitionDOI
A goal-driven framework for carbon neutrality technology development
Siyue Guo, Guangwen Hu, Jing Meng +6
This paper proposes a goal-driven roadmapping framework for carbon neutrality technology (CNT) development, bridging top-down long-term climate goals with bottom-up short- and medium-term technology priorities. It integrates cross-sectoral …
Peer-reviewedJournalVifada Management And Social Sciences2026#Energy TransitionDOI
Transformational Leadership, Technology Adoption, and Policy Regulation:
M Ahsin Sidqi, Syaiful Ali
Surveying 161 Indonesian electricity-sector professionals with SEM (LISREL 8.80), this study finds transformational leadership drives technology adoption and policy regulation, with technology adoption showing the strongest direct effect on…
Peer-reviewed🇺🇸 USAJournalIEEE Power Electronics Magazine2026#Energy TransitionDOI
Energy Transition and Energy Access–A Convergence? [Energy Transition Perspectives]
Deepak M. Divan
This perspective piece examines whether the push for energy transition and the goal of expanding energy access can converge. Written from a National Grid (US) vantage point, it weighs the alignment and tensions between decarbonization and a…
Peer-reviewed🌍 GlobalJournalJournal of Innovations2026#Energy TransitionDOI
Negotiating Sustainable Energy Transition: Social Innovation, Power Dynamics, and Clean-Cooking Practices
Jeremiah Thoronka
This ethnographic study of clean-cooking transitions in Kigali, Rwanda, argues that urban energy transition is a negotiated reorganisation of cooking practices shaped by gendered labour, household authority, infrastructure, and trust, not a…
Peer-reviewed🌍 GlobalJournalInternational Journal of Energy Economics and Policy2026#Energy TransitionDOI
Empirical Analysis of the Effects of Renewable Energy Consumption on Gender Inequalities in Southern Africa
Fadzai Mhariwa
Using fixed-effects panel regression on UNDP Gender Inequality Index and World Bank data (2002-2021) for Southern African countries, the study finds renewable energy consumption is positively associated with gender inequality, suggesting un…
JournalDigitalen Hochschulbibliothek Sachsen-Anhalt (Universitäts- und Landesbibliothek Sachsen-Anhalt)2026#Energy TransitionDOI
Systems Perspectives on Circular Energy Supply Chains : Diversification, Supply-Risk Reduction, and Self-Limiting Recovery Paths in Istanbul’s Waste-to-Energy Transition (2020–2024)
Cumhur Dülger, Fabian Behrendt
Analyzes Istanbul's 2020–2024 waste-to-energy transition using portfolio decomposition and concentration indices (HHI, effective source count, Theil) on İSTAÇ facility data. Generation rose from 457 to 1332 GWh; HHI fell from 1.00 to 0.47 a…
🌍 GlobalJournalSwinburne figshare (Swinburne University of Technology)2026#Energy TransitionDOI
Contextualisation and Digital Twin Framework for Sustainable and Resilient Hybrid Renewable Energy Systems
Waqar Ali Khan
This study develops a digital twin framework to optimize neighbourhood-scale hybrid renewable energy systems combining solar, wind, batteries and hydrogen storage. Tested in a Melbourne suburb, it shows household electricity costs, carbon e…
Peer-reviewed🌍 GlobalJournalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
Energy Transition, Structural Transformation, and Global Value Chains:A Bibliometric Analysis of the Scientific Literature (2001-2026)
Mohamed Naouri, Aicha El Alaoui
A bibliometric analysis of 455 Scopus-indexed English articles (2001-2026) linking energy transition to structural transformation, diversification, and global value chains. Output was limited until 2018 but surged after 2021, concentrated i…
Peer-reviewed🇪🇺 EuropeJournalEnergies2026#Energy TransitionDOI
Environmental and Economic Trade-Offs of Power-to-X Strategies: A District-Scale Renewable Energy Community Case Study
Vittoria Battaglia, Remo Santagata, Laura Vanoli
This study integrates techno-economic analysis and LCA to compare three Power-to-X pathways in a Southern Italian renewable energy community. Power-to-Power raises self-sufficiency from 46% to 71%, while Power-to-Gas offers the shortest pay…