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.
PreprintZenodo2026#Energy TransitionDOI
A neutrosophic open set–based multi-criteria decision framework for sustainable lithium-ion battery waste management under uncertainty
Das, Suman, Sinha, Kalyan, Das, Rakhal +1
This paper proposes a neutrosophic open set-based multi-criteria decision-making (MCDM) framework for evaluating sustainable lithium-ion battery waste management strategies under uncertainty. The methodology integrates neutrosophic topology…
🇪🇺 EuropeDatasetZenodo2026#Energy TransitionDOI
Global Islands Energy Transition Dataset
Ramundo, Giorgio, Lavagna, Leonardo, Rosato, Antonello +1
This dataset provides geospatial, socio-economic, and natural resource information for over 4000 islands worldwide, focusing on variables relevant to energy transition. It includes renewable energy potential (solar, wind, biomass, hydro, ge…
DatasetZenodo2026#Energy TransitionDOI
DATA SET: Measuring territorial readiness for a just energy transition: A CRITIC–TOPSIS and VIKOR assessment of Colombian departments
Polo, María
This paper presents a dataset and methodology using CRITIC-TOPSIS-VIKOR to measure territorial readiness for a just energy transition across Colombian departments, providing a composite index for policy guidance.
📚 Peer-reviewed · JournalJournal of Sustainable Metallurgy2026#Energy TransitionDOI
Avenues for Decarbonization in Integrated Iron and Steel Making
Singh P.
This paper provides an overview of key decarbonization avenues for integrated steelmaking, including hydrogen-based reduction, CCUS, and electrification. It likely assesses the costs, maturity, and barriers to adoption, offering a comprehen…
CN📚 Peer-reviewed · JournalPower Generation Technology2026#Energy TransitionDOI
Current Situation and Prospects of the Low-Carbon Development of Thermal Power in China
Zhu F.
This paper reviews the current status and future prospects of low-carbon development of thermal power in China, analyzing policy, technology, and economic aspects, and presenting challenges and opportunities for decarbonization.
📚 Peer-reviewed · JournalScience2012#Energy TransitionDOI
The technology path to deep greenhouse gas emissions cuts by 2050: The pivotal role of electricity
Williams J.H.
This paper argues that electricity plays a pivotal role in achieving deep greenhouse gas emissions cuts by 2050. It examines technology pathways including renewable energy deployment and electrification. It also highlights the need for grid…
📚 Peer-reviewed · JournalEnvironmental Research Letters2013#Energy TransitionDOI
Tradeoffs between costs and greenhouse gas emissions in the design of urban transit systems
Griswold J.B.
This paper analyzes the tradeoffs between costs and greenhouse gas emissions in the design of urban transit systems. It compares various transit modes and operational strategies to balance emission reductions with cost-efficiency, offering …
📚 Peer-reviewed · ConferenceE3s Web of Conferences2024#Energy TransitionDOI
Vehicle greenhouse gas emission factors based on multi-dimensional Bin interval mode
Wu R.
This paper proposes a novel method for calculating vehicle greenhouse gas emission factors using a multi-dimensional bin interval mode. This approach allows for more granular consideration of driving conditions and vehicle characteristics, …
📚 Peer-reviewed · JournalProgress in Energy2020#Energy TransitionDOI
Natural gas fuel and greenhouse gas emissions in trucks and ships
Speirs J.
This paper examines the impact of natural gas fuel on greenhouse gas emissions in trucks and ships. While natural gas can reduce CO2 compared to diesel, methane leakage may offset benefits.
🌍 Global📚 Peer-reviewed · JournalProceedings of the Institution of Civil Engineers Civil Engineering2021#Energy TransitionDOI
How industry and ICE initiatives are helping civil engineers to achieve net-zero emissions
Wildfire C.
This paper outlines industry and ICE (Institution of Civil Engineers) initiatives that help civil engineers achieve net-zero emissions, providing examples and guidelines for decarbonization in construction.
📚 Peer-reviewed · JournalJournal of Engineering Design and Technology2023#Energy TransitionDOI
Decarbonization of construction projects: a review and interpretive structural modelling of carbon reduction drivers
Arogundade S.
This paper reviews the drivers for decarbonization in construction projects and uses interpretive structural modeling to analyze their interrelationships. It identifies key factors for carbon reduction and provides practical implications.
📚 Peer-reviewed · JournalIet Renewable Power Generation2025#Energy TransitionDOI
Accelerating the transition from coal to renewables in Indonesia to achieve a net-zero energy system
Gulagi A.
This study explores pathways to accelerate Indonesia's transition from coal to renewables to achieve a net-zero energy system, analyzing policy and technological feasibility and challenges.
📚 Peer-reviewed · JournalInformation Switzerland2024#Energy TransitionDOI
Intelligent Text Mining for Ontological Knowledge Graph Refinement and Patent Portfolio Analysis—Case Study of Net-Zero Data Center Innovation Management
Trappey A.J.C.
This paper presents a case study applying intelligent text mining to refine ontological knowledge graphs and analyze patent portfolios for net-zero data center innovation management. It constructs knowledge graphs from patent data to visual…
📚 Peer-reviewed · JournalProgress in Energy2026#Energy TransitionDOI
Technology options and optimal pathways to a net-zero electricity system in Nigeria across different timelines
Dioha M.O.
This paper analyzes technology options and optimal pathways for achieving a net-zero electricity system in Nigeria across different timelines, providing insights for renewable energy deployment and policy-making.
📚 Peer-reviewed · JournalBusiness Strategy and the Environment2024#Energy TransitionDOI
Navigating a net-zero economy future: Antecedents and consequences of net-zero economy-based green innovation
Mehmood K.
This paper investigates the antecedents and consequences of green innovation within a net-zero economy. It likely examines drivers and outcomes of green innovation for achieving net-zero targets, offering insights for firms and policymakers…
🇪🇺 Europe📚 Peer-reviewed · JournalEnergy Policy2026#Energy TransitionDOI
Modelling decarbonisation pathways in Europe: Balancing ambition and economic feasibility
Chyong C.K.
This paper models decarbonisation pathways for Europe, focusing on the balance between ambitious targets and economic feasibility. It provides insights for policymakers on realistic transition strategies.
ReportAI Driven Sustainability Across Smart Cities Business and Industry2026#Energy TransitionDOI
Towards Net-Zero Cities: AI Powered Strategies for Smart Infrastructure and Sustainable Development
Danti A.
This paper proposes AI-powered strategies for achieving net-zero cities through smart infrastructure and sustainable development. It examines AI applications for optimizing energy efficiency and reducing emissions, offering a practical fram…
📚 Peer-reviewed · JournalWaste Management Bulletin2026#Energy TransitionDOI
Projection of greenhouse gas emission reduction from municipal solid waste management using thermal technology in Surabaya City: A path toward 2050 national climate goals
Yunus Fransiscus Liem, Aulia Ulfah Farahdiba, Aditya Prana Iswara
This study projects greenhouse gas emission reductions from municipal solid waste management using thermal technology in Surabaya City, Indonesia, outlining a pathway toward 2050 national climate goals.
🇺🇸 USA📚 Peer-reviewed · JournalClimate2026#Energy TransitionDOI
Characteristics of CO2 Greenhouse Gas Emissions from U.S. Electricity Generation
Richard A. Michelfelder, Eugene A. Pilotte, Joseph Simmerman
Estimates the CO2 emission production function for U.S. electric utilities. Finds aggressive mitigation through fuel switching and technology substitution, with decreasing returns to scale. CO2 emissions declined despite flat generation.
📚 Peer-reviewed · JournalProgress in Nuclear Energy2026#Energy TransitionDOI
Feasibility and readiness of next-generation small modular reactors for marine decarbonization: A technical, economic, and societal review
Seon-Gon Kim, Jophous Mugabi, Jae-Ho Jeong
This review paper comprehensively evaluates the feasibility and readiness of next-generation small modular reactors (SMRs) for marine decarbonization from technical, economic, and societal perspectives. It analyzes SMRs as a novel low-carbo…