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.
PreprintResearch Square2026#Energy TransitionDOI
Modelling the RES Balanced Integration in Forecasting the Power System’s Long-Term Development
Nechaieva T, Derii V, Zaporozhets A +1
This study develops a long-term generation capacity expansion model integrating Power-to-Heat (PtH) and district heating systems to mitigate renewable curtailment. Applied to Ukraine's power system through 2040, results show that PtH electr…
PreprintResearch Square2026#Energy TransitionDOI
Artificial Intelligence-Based Optimal Power Flow under Renewable Uncertainty
ALTUN BE
This systematic review examines AI-based optimal power flow (OPF) methods under renewable uncertainty. AI approaches show advantages in computational efficiency, scalability, and adaptability over traditional optimization, but face challeng…
PreprintResearch Square2026#Energy TransitionDOI
Hybrid-Oriented Intelligent Operational and Architectural Foundations of IoT-Enabled Smart Grids: A System-Level Review and Challenge-Oriented Comparative Synthesis
Diachenko G, Laktionov I, Fainshtein D
This paper provides a system-level integrative review of intelligent operational and architectural foundations for IoT-enabled Smart Grids. It analyzes data-driven, model-driven, knowledge-driven, agent-based, and hybrid-oriented paradigms,…
🇺🇸 USAPreprintZenodo2026#Energy TransitionDOI
The Energy Hardware Bench: Open Source Hardware and Methods for Scientific Research
Mehrotra, Aditya, Ramirez, Ilian, Roehrich, Brian +3
This paper presents the Energy Hardware Bench (EHB), a set of open-source lab-scale scientific hardware for key energy transition research areas including electrochemistry, materials characterization, and power electronics. EHB provides fre…
PreprintZenodo2026#Energy TransitionDOI
Opportunities and Perspectives of the Implementation of Smart Energy Transition by 2050
Latrache, Firyal, Jbira, Najwa, Saidi Hassani Alaoui, Mohamed +3
This paper explores opportunities and perspectives for implementing smart energy transition by 2050. Although no abstract is available, the title suggests strategic insights into long-term decarbonization pathways.
DatasetHarvard Dataverse2026#Energy TransitionDOI
Fairness and Public Support for Alberta’s Energy Transition
Huong Le
This study examines how perceptions of fairness influence public support for energy transition policies in Alberta, Canada. Findings indicate that both procedural and distributive fairness are key determinants of support.
🇪🇺 EuropePreprintZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
Climate-Driven Energy Demand Shifts in the Kisalföld Region: Historical Correlations, Future Projections, and Infrastructure Loss Implications
Zsombor Sztyehlik
This study analyzes the relationship between surface temperature and electricity demand in Hungary's Kisalföld region using data from 1970-2024 and projects future demand under IPCC AR6 scenarios. Cooling degree days have tripled, and altho…
🇨🇳 ChinaPreprintResearch Square2026#Energy TransitionDOI
A data-driven dynamic evaluation system for green and low-carbon innovative technologies
Yang Tao¹, Li Changxing¹, Ye Huayang¹ +4
This paper proposes a data-driven dynamic evaluation system for green and low-carbon innovative technologies. Using data from Chinese power enterprises, it demonstrates the system's effectiveness in assessing technology performance and guid…
ReportRecent Advances and Innovative Developments in Transportation Geotechnics Keynote Volume Ictg 20242024#Energy TransitionDOI
Pavements of the Future: Decarbonisation, Digitalisation and Environmental Responsibility
Al-Tabbaa A.
This paper discusses decarbonisation, digitalisation, and environmental responsibility in future pavement technologies. It likely proposes new approaches for sustainable infrastructure.
ReportHome and Climate Change Transforming Societies in the Face of Climate Emergency2026#Energy TransitionDOI
Net-zero homes as localities of households, neighbourhoods, and natural environments
Wessels B.
This paper conceptualizes net-zero homes as localities integrating households, neighborhoods, and natural environments. It emphasizes a holistic approach to energy and environmental design at the community level rather than focusing solely …
🇪🇺 EuropePreprintZenodo2026#Energy TransitionDOI
Replication: Solar Energy Risks: Stochastic Radiation Modelling and Optimal Hedging Strategies
Sartini, Beniamino, Romagnoli, Silvia
This paper provides a replication package for estimating stochastic solar radiation and electricity price models, simulating joint scenarios, and computing optimal hedging strategies. It includes data, R scripts, figures, and environment fi…
DatasetZenodo2026#Energy TransitionDOI
GREEN ECONOMY TRANSITION IN UZBEKISTAN: OPPORTUNITIES AND CHALLENGES
Elmurodov Shohzod Shavkatovich
This paper examines Uzbekistan's green economy transition, highlighting opportunities such as renewable energy development and green jobs, while noting challenges like water scarcity and investment costs. Policy recommendations include stro…
🇪🇺 EuropePreprintEarthArXiv2026#Energy TransitionDOI
Beyond Techno-Centered Decarbonization Roadmaps: Designing Demand-Side Pathways for Sustainable Mobility
Magnaval, Gabriel, Corre, Soline, Mouhoub, Maël +2
This study introduces a Demand-Side Decomposition Analysis framework that integrates demand-side mitigation into life cycle assessment of the automobile value chain. Applied to Swiss terrestrial mobility, it reveals that current technology-…
PreprintResearch Square2026#Energy TransitionDOI
Energy Management Strategies and Capacity Sizing for Hybrid Ship Systems
Vidović T, Radica G, Pivac N +1
This review examines hybrid propulsion for maritime decarbonization. Optimized energy management reduces fuel and emissions, but the Equivalent Consumption Minimization Strategy (ECMS) is underdeveloped for maritime use. Co-optimization of …
JournalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
FROM DEPENDENCY TO GRADUAL RESILIENCE: MOLDOVA'S ENERGY SECURITY TRANSFORMATION UNDER THE RUSSIA–UKRAINE WAR
Qiuyue Chen, Ion Dulschi
This study examines Moldova's energy security transformation due to the Russia-Ukraine war, highlighting structural dependence on Russian gas and electricity. Using a qualitative case study, it finds that Moldova's response involved supply …
JournalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
MODERNIZATION OF URBAN INFRASTRUCTURE NETWORKS
M.O. Kunytskyi, N.V. Ivanchuk
This paper examines the modernization of urban heating infrastructure through heat pump implementation. It identifies high energy losses and fossil fuel dependence as key challenges, and argues that integrating heat pumps with automation an…
🇪🇺 EuropeJournalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
Developing and harmonising energy and digital transition narratives for future raw materials demand and supply projections
Hellen Luisa De Castro e Silva, David Bantje, Gunnar Luderer +5
This paper proposes a methodology to develop and harmonize narratives for projecting demand and supply of raw materials critical for energy and digital transitions. It aims to ensure consistency across scenarios, supporting policy-making an…
JournalEdward Elgar Publishing eBooks2026#Energy TransitionDOI
On the energy transition and extractive industries
Rosalind Cavaghan
This paper summarizes gendered issues in the energy transition (ET), highlighting the centrality of extractive industries in both fossil fuel and renewable economies. Negative effects of fossil fuel phase-out include employment impacts and …
🌍 GlobalPreprintZenodo2026#Energy TransitionDOI
Supplemental Data and Architecture Framework for the ASEAN Power Grid Review
zin lin, ohn, Aye, HninYiAye, Štěpanec, Libor +1
This paper critically reviews the ASEAN Power Grid (APG) as a decarbonization catalyst, proposing a three-layer digitally coupled grid architecture integrating physical transmission, AI/ML forecasting, and digital market layers. It provides…
🇪🇺 EuropePreprintZenodo2026#Energy TransitionDOI
Greensteel Carbon-Neutral Steel Processing Via Alternatives to Natural Gas (Technology Talk)
Zauner, Christoph
This talk presents electrification of industrial furnaces to replace fossil fuels with renewable electricity, aiming for carbon-neutral steel processing. Concrete examples from GreenBricks and NEFI-Greensteel projects demonstrate feasibilit…