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.
Preprint🇪🇺 EuropeResearch Square2026#EV & TransportDOI
Evaluating Electric Vehicle and Heat Pump Flexibility Potential: A Socio-Technical Perspective on Demand-Side Flexibility
Regina Hemm, Viktoria Illyés, Bin Hu +2
This paper evaluates the demand-side flexibility potential of electric vehicles and heat pumps from a socio-technical perspective, examining how distributed resources can contribute to the energy transition.
Peer-reviewed🌍 GlobalJournalEnvironmental Science & Policy2026#Climate RiskDOI
Lessons learned through convergence research applied to wildfire risk mitigation
Alison C. Cullen, Nick Bradbury, Reed Humphrey +6
This paper summarizes lessons from convergence research applied to wildfire risk mitigation. It highlights the effectiveness and challenges of interdisciplinary approaches in addressing increasing wildfire risks due to climate change, offer…
Peer-reviewedJournalSivas Cumhuriyet Üniversitesi Mühendislik Fakültesi Dergisi2026#Energy EfficiencyDOI
Energy Loss Mechanisms in Photovoltaic Systems: Assessment and Mitigation Approaches
Cem Emeksiz, Muhammed Musa Fındık
This paper analyzes energy loss mechanisms in photovoltaic systems and discusses assessment and mitigation approaches. It highlights the use of artificial intelligence and machine learning for loss prediction and fault detection, offering a…
🇪🇺 EuropeJournalLeiden Repository (Leiden University)2026#EV & TransportDOI
Driving the sustainable transition
C. Tang
This study assesses material cycles of lithium, cobalt, nickel and GHG emissions during the EU's electric mobility transition to 2040 using material flow analysis and vehicle use scenarios. It finds that advancing battery technologies, circ…
Peer-reviewed🇪🇺 EuropeJournalSociety & Natural Resources2026#Climate ScienceDOI
Adaptation, Mitigation or Sequestration? Analyzing Storylines About Climate Change and Forestry in Austrian Print Media
Annechien Brudermann, Michael Kriechbaum, Tobias Stern
This paper analyzes storylines about climate change and forest functions in Austrian print media from 2002 to 2022. It identifies six storylines and shows how forest-sector actors strategically frame narratives to advance their interests an…
Peer-reviewedJournalEnergies2026#Renewable EnergyDOI
Integrating Local Stakeholders in Energy Transitions: An Impact Assessment Model for Wind Energy Projects
Valentina Cardozo, Milton M. Herrera, Javier Sabogal-Aguilar +2
This paper introduces a multi-criteria decision-making model to evaluate sustainability impacts of wind power megaprojects, using a Colombian case study. It integrates stakeholder perspectives across environmental, social, economic, and ins…
Peer-reviewed🌍 GlobalJournalBristol Research (University of Bristol)2026#PolicyDOI
Making intellectual property rights work for climate technology transfer and innovation in developing countries
S Lee, Kerstin Hotte, Caoimhe Ring +1
This paper analyzes the impact of intellectual property rights (IPRs) on climate technology transfer, adaptive innovation, and indigenous innovation in developing countries, using case studies from Bangladesh, India, Kenya, and South Africa…
Peer-reviewedJournalScience and Technology for Energy Transition2026#HydrogenDOI
Pattern Formation in Underground Hydrogen Storage and In-situ Biomethanation
N. Eddaoui, Cyprien Soulaine, Said Aniss +1
Underground bio-methanation converts surplus renewable electricity into hydrogen, stores it with CO2 in geological formations, and produces methane via bacteria. However, self-organizing patterns cause spatial heterogeneity, reducing gas qu…
Peer-reviewed🌍 GlobalJournalAustralian Energy Producers journal.2026#Energy TransitionDOI
Session 8. Oral Presentation for: Pathways to sustainable aviation and marine fuel: insights from a binational eFuel pre-FEED project
Christian Douglas
This presentation describes a pre-FEED study for a commercial-scale plant in Australia producing sustainable aviation and marine fuels. Led by Downer and the Franco-Australian Centre for Energy Transition (FACET) with partners including Air…
Peer-reviewed🌍 GlobalJournalNature2026#BiodiversityDOI
The forest of knowledge under global change
Rodrigo Cámara‐Leret, Patrick R. Roehrdanz, Jordi Bascompte
This study compiled a database of 90,536 reports to assess how climate change and indigenous language loss affect Amazonian biocultural heritage. It found that climate change will reduce ranges of utilized plant species more than non-utiliz…
Preprint🇪🇺 EuropeResearch Square2026#Energy TransitionDOI
Energy Analysis of an ICE and Electrolyzer-Based Poly-Generative System with Renewable Energy Storage Supporting the Green Mobility and Building Loads
De Lorenzo G, Bevilacqua P, Bruno R +2
This study evaluates a poly-generative system integrating biomass ICE, PV, and PEM electrolyzer in Rende, Italy, to supply EV charging, hydrogen for FCHEVs, and building thermal loads. It achieves peak electrical and thermal outputs of 50 k…
Preprint🌍 GlobalResearch Square2026#AI × ESGDOI
Artificial Intelligence Utilization in Renewable Energy System Modeling: Comprehensive Review of Techniques, Applications, and Future Directions
Salinas JVR, Calderon AD, Macayan JV +1
This review comprehensively synthesizes AI techniques (ML, DL, RL, fuzzy logic) applied to solar, wind, and hydropower systems. Deep learning achieves up to 50% error reduction in forecasting, while RL and hybrid AI-physics models enable ad…
PreprintResearch Square2026#Renewable EnergyDOI
Modal Analysis and Comparative Fatigue Life Study to Evaluate the Potential Application of Bamboo Fiber-Reinforced Polymer Composite in Bladeless Turbines
Freitas FL, Machado MVF
This study investigates the feasibility of applying bamboo fiber-reinforced vinyl ester composite in bladeless wind turbines to reduce the carbon footprint of wind turbine structures. Modal analysis and comparative fatigue life study demons…
Preprint🇪🇺 EuropeResearch Square2026#energy_securityDOI
Underground Gas Storage as a Resilience Factor for European Energy Systems During Energy Crises
Włodek T, Kuczyński S, Szurlej A +1
This paper analyzes the critical role of Underground Gas Storage (UGS) as a resilience factor for European energy systems during crises triggered by geopolitical instability, such as Russia's invasion of Ukraine and a potential Strait of Ho…
PreprintCNResearch Square2026#Renewable EnergyDOI
Evaluation of C3S multi-model seasonal forecasts of wind and solar energy potential over China
Liu Y
This study evaluates six seasonal forecast models from C3S for wind and solar energy potential over China (2022-2024). ECMWF SEAS5 outperforms others with smallest bias. Forecast errors depend on terrain and season; wind bias decreases with…
Preprint🌍 GlobalResearch Square2026#HydrogenDOI
Enhancing Energy Efficiency in the Maritime Industry: The Role of Hydrogen Refueling Stations for Ships
ELGENDY M, Elgouhary M, Seddiek I
This study proposes a renewable-powered hydrogen production and refueling system for ships, using solar PV, wind, and battery storage. A 180-hour simulation showed solar yields higher peak electrolyzer power (222 kW) but greater variability…
PreprintResearch Square2026#Energy TransitionDOI
Economic Growth, Energy Transition, and GHG Emissions in India: Evidence from ARDL-ECM, EKC, and Granger Causality Analysis (1990-2024)
Singh B, Negi R
This study examines the Environmental Kuznets Curve hypothesis for GHG emissions and economic growth in India from 1990 to 2024 using ARDL-ECM. It finds an inverted-U shaped EKC with a significant turning point, and that renewable energy re…
PreprintResearch Square2026#Renewable EnergyDOI
Optimization of Solar Power Plant Site Selection in Adana, Türkiye Using GIS and the Analytic Hierarchy Process
turan ES, balcı b, erkurt fe
This study uses GIS and Analytic Hierarchy Process (AHP) to identify suitable locations for solar power plants in Adana, Turkey. By integrating efficiency and environmental factors along with regulations and expert opinions, it provides a d…
PreprintResearch Square2026#Energy TransitionDOI
Harmonic Response Characteristics of Loss Current in 10 kV XLPE Cables under Conductor Spike Defects
Yang X, guo g, xi z +1
This study investigates harmonic characteristics of loss current in 10 kV XLPE cables with conductor spike defects, using simulation and experiments. Results show that defects cause local electric-field distortion, generating higher-order h…
PreprintResearch Square2026#Energy TransitionDOI
Influence of Energy Use in Road Vehicles on Environmental Degradation: A Comparative Study of Pakistan and China
ALI H
This study compares the impact of energy use and motor vehicles on CO2 emissions in Pakistan and China using ARDL on 2003-2023 data. It finds that GDP and non-renewable energy increase emissions, while renewable energy reduces them. The res…