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🌍 GlobalJournalSocial Sciences & Humanities Open2026#Energy TransitionDOI
Green technology commercialization: Drivers, barriers, and emerging directions
Phuoc Hung Thach, Mai Dong Tran, Khanh Huy Nguyen
This bibliometric review maps the intellectual structure of green technology commercialization research, analyzing 259 articles from 1991-2026. It identifies six thematic clusters framing commercialization as an innovation-to-diffusion syst…
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…
Preprint🌍 GlobalarXiv2026#Energy Transition
Multi-Objective Deep Reinforcement Learning for Secure and Stable Power System Operation
Ioannis Papadopoulos, Georgios Tsaousoglou, Johanna Vorwerk
This paper proposes a unified deep reinforcement learning agent for power system operation that balances thermal security and small-signal stability under stochastic load variations. The agent achieves better trade-offs than single-objectiv…
Peer-reviewedCNJournalJournal of Cleaner Production2026#Energy TransitionDOI
Cost-saving and decarbonization-oriented coordinated optimization for copper metallurgy integrated energy system under material–energy–carbon coupling constraints
Zhao Luo, Zitong Huang, Dewen Liu +11
This paper proposes a coordinated optimization model for an integrated energy system in copper metallurgy, considering material-energy-carbon coupling constraints. It derives operational plans that achieve both cost savings and decarbonizat…
Peer-reviewed🌍 GlobalJournalEnvironmental Challenges2026#Energy TransitionDOI
System-Level Decarbonization of Rice Milling through Solar PV, Biomass, and Electrified Logistics: A Case Study in Thailand
Kanokkon Vorraapinyaporn, Prapita Thanarak, Unchittha Prasatsap +1
This case study analyzes system-level decarbonization of rice milling in Thailand by integrating solar PV, biomass, and electrified logistics. It evaluates emission reductions and economic feasibility, demonstrating potential for decarboniz…
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🇪🇺 EuropeJournalEnergy2023#Energy TransitionDOI
Assessment of the marginal technologies reacting to demand response events: A French case-study
Biéron M.
This paper assesses the marginal technologies that react to demand response events in the French power system. It analyzes the impact of demand response on grid carbon intensity and operations, offering insights for energy transition polici…
Peer-reviewed🇪🇺 EuropeJournalJournal of Cleaner Production2024#Energy TransitionDOI
Decarbonizing the European energy system in the absence of Russian gas: Hydrogen uptake and carbon capture developments in the power, heat and industry sectors
Durakovic G.
This study analyzes decarbonization pathways for the European energy system under a Russian gas supply disruption, focusing on power, heat, and industry. It highlights the critical role of hydrogen and carbon capture, with industrial demand…
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…
Peer-reviewed🇺🇸 USAJournalJournal of Green Building2010#Energy TransitionDOI
Net zero energy homes: An evaluation of two homes in the northeastern United States
Hoque S.
This paper evaluates two net zero energy homes in the northeastern US, examining their energy performance and feasibility, offering insights for residential decarbonization.
Peer-reviewedJournalTransport Policy2025#Energy TransitionDOI
The Mekong countries' land transport decarbonization and net-zero strategies: A comparative pilot study with the theory of change and text mining approach to policy analysis
Kistamah H.
This pilot study compares land transport decarbonization strategies in Mekong countries using theory of change and text mining. It extracts policy features and challenges, offering a cross-country framework and insights for international co…
Peer-reviewed🇪🇺 EuropeJournalTourism and Hospitality Research2025#Energy TransitionDOI
Curricula, sustainable literacy and decarbonisation: The Net-Zero challenge for tourism educators in Ireland
Conefrey A.
This paper examines the challenges for tourism educators in Ireland in integrating net-zero goals into curricula, focusing on sustainable literacy and decarbonisation. It highlights the role of education in the tourism sector's transition, …
Peer-reviewed🇺🇸 USAJournalEnergy and Climate Change2023#Energy TransitionDOI
Net-zero CO2 by 2050 scenarios for the United States in the Energy Modeling Forum 37 study
Browning M.
This paper analyzes multiple scenarios for the United States to achieve net-zero CO2 by 2050 using the Energy Modeling Forum 37 (EMF37) framework. It compares technological, economic, and policy pathways, assessing feasibility and cost impl…
Peer-reviewed🌍 GlobalJournalEnergy and Climate Change2021#Energy TransitionDOI
Industry in a net-zero emissions world: New mitigation pathways, new supply chains, modelling needs and policy implications
Bataille C.
This paper analyzes transition pathways for the industrial sector toward net-zero emissions, discussing new supply chain configurations, modeling challenges, and policy implications. It examines technological, economic, and institutional ba…