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-reviewedJournalJournal of Alloys and Metallurgical Systems2026#Energy TransitionDOI
Silicon Production Technologies: Historical Evolution, Energy and Carbon Footprint, and Future Perspectives
Nurbek Rakhimov, Shohruh SAYFULLOEV, Odiljon Abdurakhmonov +13
This paper reviews the historical evolution of silicon production technologies, analyzing their energy consumption and carbon footprint. It discusses future prospects for decarbonization, including renewable energy integration and process i…
Peer-reviewed🇨🇳 ChinaJournalJournal of Energy Storage2026#Energy TransitionDOI
Nitrogen-doped bamboo-derived hard carbon coupled with metal–organic framework-derived porous carbon for sodium-ion batteries
Zhiying Lin, Qianqian Zhang, Qingtai Cai +5
This study develops a composite of nitrogen-doped bamboo-derived hard carbon and MOF-derived porous carbon as an anode material for sodium-ion batteries. Nitrogen doping enhances electrochemical performance, demonstrating the potential of s…
Peer-reviewed🇨🇳 ChinaJournalGreen Carbon2026#Energy TransitionDOI
Sustainable biomanufacturing of fat-soluble vitamins: Rewiring carbon flux and green carbon management
Chenchen Xu, Wanyue Zhang, Kai Wang +6
This review focuses on green microbial production of fat-soluble vitamins (A, D, E, K), systematically summarizing synthetic biology and metabolic engineering strategies to rewire carbon flux toward FPP/GGPP pathways. It details modular opt…
Peer-reviewed🇨🇳 ChinaJournalJournal of Energy Storage2026#Energy TransitionDOI
Highly efficient carbon aerogel-supported iron single-atom catalysts by synergistic mesopore-graphitization engineering for durable low-temperature zinc-air batteries
H. L. Dai, Dahai Xu, Yi Zhang +4
This study develops iron single-atom catalysts supported on carbon aerogels for durable low-temperature zinc-air batteries. Synergistic mesopore-graphitization engineering significantly enhances catalytic activity and durability, offering i…
Peer-reviewedJournalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
Sustainable Energy Access: An Evaluation of Energy Crisis Impact in Urban Katsina, Nigeria
Yahaya Sani, Ibrahim Danladi Sule
This study evaluates the impact of Nigeria's energy crisis on urban household cooking fuel choices in Katsina. A survey of 384 households and logistic regression reveal a significant shift from LPG to biomass fuels, with LPG use dropping fr…
Peer-reviewedJournalEnergy Sustainable Development/Energy for sustainable development2026#Energy TransitionDOI
Beyond literature to lived reality: A mixed method insight into energy transition based on a study of village Dewgain, Jharkhand
Raihana Aliyu Mustapha, Aryadevi Remanidevi Devidas
This mixed-method study investigates the lived reality of energy transition in a rural Indian village, revealing gaps between theoretical literature and on-the-ground experiences. It highlights local challenges and policy implications for e…
Peer-reviewedJournalСовременное право.2026#Energy TransitionDOI
Россия и энергетическое будущее Евросоюза: текущая ситуация и прогноз
А.С. Аржевитов
This paper analyzes the current state of the oil and gas industries in Russia and the EU, focusing on the EU's energy dependence on the US and prospects for resuming Russian supplies. It discusses the European energy crisis, potential euroz…
Peer-reviewed🌍 GlobalJournalEnergy Policy2026#Energy TransitionDOI
Gradual energy transition in South American countries
Luccas Assis Attílio
This study simulates a gradual energy transition in Brazil based on ethanol production, using GVAR and SVAR models across 12 South American countries (2002-2023). Results show increased renewable energy but also higher carbon emissions in m…
Peer-reviewed🇪🇺 EuropeJournalEnergy Research & Social Science2026#Energy TransitionDOI
Shared values, shared acceptance? Towards an acceptance milieu framework illustrated by renewable energy research
Patrick Stuhm, Dirk Scheer
This paper proposes the Acceptance Milieu Framework, integrating technology acceptance research with social milieu research. Using survey data on the German energy transition, it empirically demonstrates that shared value orientations are a…
Peer-reviewedJournalChem Circularity2026#Energy TransitionDOI
The circularity prerequisite of the energy transition
Michelle Muzzio, JiaJia Li, Tom Smak
This paper argues that circularity is a prerequisite for a successful energy transition. It emphasizes the importance of sustainable resource use and waste management for renewable energy technologies, offering implications for policy and i…
Peer-reviewed🌍 GlobalJournalEnvironmental and Sustainability Indicators2026#Energy TransitionDOI
A Multidimensional Framework for Assessing Energy Resilience: Evidence from Mexico (2019–2022)
Tiare Robles-Bonilla, Karla G. Cedano, Oscar Sánchez Santillán
This study proposes a multidimensional framework to assess energy resilience across technical, environmental, economic, institutional, and social dimensions, applied to Mexico (2019-2022). Results show uneven resilience: technical advances …
DatasetZenodo2026#Energy TransitionDOI
Dataset and R script: Beyond the Environmental Kuznets Curve — A Machine-Learning and Econometric Assessment of Growth–CO2 Decoupling Across Six Central American Economies, 1990-2023
Ramirez, Dely, Lalin-Bermudez, Luis
This deposit provides a panel dataset and R script for six Central American economies (1990-2023), implementing k-means clustering, PELT structural break detection, panel EKC with Driscoll-Kraay errors, Granger causality, Random Forest, and…
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
EU Electricity-Generation Mix Trajectories, Pathway Assignments, and Robustness Results, 2000-2024
Kosowski, Piotr
This dataset and analytical outputs trace the electricity-generation mix of EU27 countries from 2000 to 2024, including fuel composition, pathway assignments, robustness checks, and sensitivity analyses. It provides an empirical basis for a…
DatasetZenodo2026#Energy TransitionDOI
Supplementary Data for Coordinating Carbon Removal and Battery Recycling in Vehicle Decarbonization Pathways
Xu
This supplementary data compiles model outputs underlying the figures of a study on coordinating carbon removal and battery recycling in vehicle decarbonization pathways. It provides the data behind the figures, enhancing reproducibility an…
Peer-reviewedJournalBuilding and Environment2026#Energy TransitionDOI
Revealing equity and economic tradeoffs in urban building decarbonization through multi-objective optimization
Ryan Dubois, Bianca Howard
This paper uses multi-objective optimization to analyze tradeoffs between equity and economic efficiency in urban building decarbonization. It provides policymakers with options for decarbonization pathways that balance cost and social equi…
Peer-reviewed🇪🇺 EuropeConferenceInternational Conference on Electrical Computer and Energy Technologies Icecet 20232023#Energy TransitionDOI
The Impact of Networks in the Greenhouse Gas Emissions of a Major European CSP
Rouphael R.B.
This paper analyzes the impact of networks on the greenhouse gas emissions of a major European concentrating solar power (CSP) plant. It evaluates how network structures affect emissions, highlighting the importance of a systems perspective…
Peer-reviewed🇪🇺 EuropeConferenceIop Conference Series Earth and Environmental Science2025#Energy TransitionDOI
Towards a net-zero, whole-life carbon trajectory for the EU building stock
Alaux N.
This paper examines pathways to achieve net-zero whole-life carbon (including operational and embodied carbon) for the entire EU building stock. It provides policy and industrial implications for decarbonizing the building sector, emphasizi…
Peer-reviewed🌍 GlobalJournalBuilding and Environment2025#Energy TransitionDOI
Identifying decarbonization pathways for primary healthcare buildings using energy certificate models in England and Wales
Dong J.
This study identifies decarbonization pathways for primary healthcare buildings in England and Wales using Energy Performance Certificate (EPC) models. It evaluates building energy performance and proposes effective retrofit measures to red…
Peer-reviewedJournalRenewable and Sustainable Energy Reviews2025#Energy TransitionDOI
Decarbonizing aviation with sustainable aviation fuels: Myths and realities of the roadmaps to net zero by 2050
Bardon P.
This paper critically examines roadmaps for decarbonizing aviation with sustainable aviation fuels (SAF), revealing myths and realities regarding the feasibility of net-zero by 2050. It analyzes supply constraints, costs, and technical chal…
Peer-reviewedJournalTransportation Research Part E Logistics and Transportation Review2023#Energy TransitionDOI
How digitalization transforms the traditional circular economy to a smart circular economy for achieving SDGs and net zero
Govindan K.
This paper proposes a framework for transforming traditional circular economy into a smart circular economy using digital technologies (IoT, AI, blockchain), contributing to SDGs and net zero. It emphasizes the role of digitalization in enh…