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-reviewedCNJournalEnergies2026#Energy TransitionDOI
Impacts of Exogenous Energy Shocks on the Carbon Neutrality Pathways of Guangdong Power System: A Coupled LEAP-NEMO Modeling Approach
Zhu Guangyao, Caixia Yang, Yao Xiao +3
This study analyzes the impact of exogenous energy shocks on Guangdong's power system carbon neutrality using a coupled LEAP-NEMO model. Under the COM scenario, emissions peak by 2030 and reach net-zero by 2055. Renewable energy volatility …
Peer-reviewed🌍 GlobalJournalEnergy Reports2026#Energy TransitionDOI
Drivers of carbon emissions in G7 economies: Evidence on energy use, globalisation, urbanisation, industrialisation and innovation
Lohansa Weerasinghe, Nadeesha Vithanage, Dinidu Rupasinghe +2
This study analyzes determinants of CO2 emissions in G7 countries using panel and country-specific regressions (1997-2023). Energy consumption is a robust driver; technological innovation reduces emissions at panel level but not consistentl…
Peer-reviewed🌍 GlobalJournalEnvironmental Research Letters2026#Energy TransitionDOI
Fossil fuel lock‐in vs clean power: pathways for the developing Asian region by 2050-2060
Firuz Ahamed Nahid, Pooja Sankhyayan, Abhishek Das +1
This study evaluates power-sector decarbonization pathways for four emerging Asian economies (Bangladesh, Thailand, India, Indonesia) to 2050-2060. Integrating demand-side efficiency and flexibility reduces emissions by 21-40%, boosts jobs …
🌍 GlobalJournalSoftwareX2026#Energy TransitionDOI
District Energy Model (DEM): A Python framework for modelling renewable energy integration and flexibility at district scale
Ueli Schilt, Pascal M. Vecsei, S Vijayananda +1
This paper presents the District Energy Model (DEM), a Python framework for modeling renewable energy integration and flexibility at district scale. DEM enables modeling, simulation, and optimization of sector-coupled energy systems with lo…
Preprint🌍 GlobalZenodo2026#Energy TransitionDOI
Land-use, emissions, and sustainability futures across ScenarioMIP-CMIP7: a multi-model assessment
Popp, Alexander, Humpenöder, Florian, Angelkorte, Gerd +47
This paper provides the first multi-model assessment of land-use and AFOLU GHG futures for the CMIP7 scenario generation, using seven IAMs. Weak-policy pathways fail on climate, food, and biodiversity; ambitious mitigation turns land into a…
Preprint🇪🇺 EuropeResearch Square2026#Energy TransitionDOI
Regulatory Drivers of Alternative Fuel Infrastructure for Maritime Decarbonization in the European Union
Grekos D
This study analyzes how EU regulations shape investment in alternative fuel infrastructure for maritime decarbonization, using the Port of Piraeus as a case. It finds that the interaction of FuelEU Maritime, AFIR, EU ETS, and TEN-T drives i…
Preprint🌍 GlobalEarthArXiv2026#Energy TransitionDOI
Beyond Hard-to-Abate: Matching Models to Transition Bottlenecks
Schirren, Lukas, Müller, Leander, Al Khourdajie, Alaa +3
This paper argues that decarbonization difficulty in energy-intensive industries is not a property of emissions but of pathways conditioned by interlocking bottlenecks at process, firm, and sector levels. Dominant optimization models collap…
Preprint🇪🇺 EuropearXiv2026#Energy Transition
AgentHomeID - Agent-based modelling of building stock transformation: A multi-scale framework for policy assessment and infrastructure planning
Helen Ganal, Sarah Becker, Sascha Holzhauer +4
This paper presents AgentHomeID, an agent-based model of building stock transformation that explicitly represents owner heterogeneity and investment decisions. Applied to Germany at national, regional, and urban scales, it shows that removi…
🇨🇳 ChinaJournalFrontiers in Marine Science2026#Energy TransitionDOI
Editorial: Ocean negative carbon emissions technologies and ecological risks
Guangnian Xiao, Yaqing Shu
This editorial introduces six papers on maritime decarbonization and ocean-based CO2 removal. Key findings include the effectiveness of carbon taxes in promoting green fuels and the potential lack of net CO2 removal by kelp farming. It emph…
🇨🇳 ChinaDatasetScience Data Bank2026#Energy TransitionDOI
Recent advances in catalytic conversion technologies for plastic waste upgrading
万杨, 邹报, 宋相海 +5
This review systematically organizes recent advances in photocatalytic, thermocatalytic, electrocatalytic, biocatalytic, and synergistic catalytic technologies for plastic waste upcycling. It compares reaction mechanisms, catalyst design st…
Peer-reviewed🇨🇳 ChinaJournalRenewable and Sustainable Energy Reviews2026#Energy TransitionDOI
Geopolitical risks and energy resilience: The moderating role of artificial intelligence in the global energy transition
Chen Zhang, Rongrong Li, Qiang Wang
This paper examines how geopolitical risks affect the resilience of energy transition, and analyzes the moderating role of artificial intelligence. It suggests that AI technologies can contribute to enhancing the stability of energy systems…
Peer-reviewed🇨🇳 ChinaJournalEnergy Sources Part B Economics Planning and Policy2026#Energy TransitionDOI
Energy transition and economy-wide employment: The distinct roles of realized transition and transition capacity
Jianda Wang, Kun Wang, Senmiao Yang
This study distinguishes realized energy transition (RET) from energy transition capacity (ETC) and analyzes their effects on economy-wide employment using panel data from 78 countries. Both positively affect employment but through differen…
Peer-reviewed🇨🇳 ChinaJournalACS Sustainable Resource Management2026#Energy TransitionDOI
Green Chemical Engineering for a Net-Zero Future: Integrating Circular Economy Principles with a Sustainable Process Design
Sukhendu Dey, Megha Santra, Apurba Ratan Ghosh +1
This perspective provides an integrated framework linking circular economy principles and low-carbon process engineering for carbon-neutral chemical manufacturing. It evaluates alternative carbon sources (biomass, captured CO2), process int…
🌍 GlobalJournalLondon School of Economics and Political Science Theses Online (London School of Economics and Political Science)2026#Energy TransitionDOI
The global consequences of climate change and appliance adoption for peak electricity demand
Maren Ludwig, Stephen Jarvis
Using appliance ownership and hourly electricity demand data across many countries, this study estimates temperature effects on electricity demand globally. Combining with climate and development projections, it shows that air conditioning …
Peer-reviewed🇪🇺 EuropeJournalEnergies2026#Energy TransitionDOI
Cascading Lock-Ins in the Energy Transition of Post-Mining Regions: Towards an Integrated Governance Framework
Olga Janikowska, Agnieszka Generowicz, Joanna Kulczycka
This paper conceptualizes cascading lock-ins in post-mining regions' energy transition, identifying how infrastructural, technological, institutional, and social constraints interact and reinforce each other across domains. Through literatu…
Peer-reviewed🇪🇺 EuropeJournalEnergy Conversion and Management X2026#Energy TransitionDOI
Digital twins for viable positive energy districts: power-system optimization and cost-benefit in the smart student city
Gordon C. Rausser, Wadim Striełkowski, Lukáš Prokop
This paper proposes a reproducible framework for assessing Positive Energy Districts (PEDs), combining bibliometric and NLP analysis with a PyPSA-compatible linear capacity-expansion and dispatch model and a corrected cost-benefit analysis.…
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
Renewable fuels or CCS? Identifying drivers in net-zero transport and energy systems (supporting data)
Frederik, Fristed
This dataset supports a study analyzing the roles of renewable fuels and CCS in net-zero transport and energy systems. It provides input data and results for 37 scenarios using the Balmorel energy system model. Open-source model and data en…
🇺🇸 USADatasetZenodo2026#Energy TransitionDOI
GETP v1.0: Global Energy Transition Pace Database - realised ascent and descent rates for electricity technologies in 214 countries, 1985–2025
Sikder, Pranta
GETP v1.0 is a harmonized database of realized ascent and descent rates for electricity technologies across 214 countries (1985-2025). It applies a symmetric diagnostic engine to both expanding and contracting trajectories, enabling compari…
Peer-reviewed🇨🇳 ChinaJournalNature Communications2026#Energy TransitionDOI
Toward efficient green methanol from biomass and renewable power
Sheng Zhao, Jingran Zhang, Jinyang Lu +6
This study compares four routes for green methanol production from biomass and renewable power, revealing trade-offs in carbon use, energy efficiency, emissions, and cost. Hydrogen-integrated gasification achieves 92% carbon utilization and…
Peer-reviewed🇨🇳 ChinaJournalEnvironmental Science & Technology2026#Energy TransitionDOI
Time-of-Use Pricing Enhances Vehicle-to-Grid Benefits for Power Systems and Vehicle Owners but May Undermine Decarbonization
Bowen Tian, Pei Zhao, Min Liu +11
This study analyzes the interaction between V2G and time-of-use pricing using a unit commitment model of the 2030 Jing-Jin-Tang grid with Bayesian optimization. It finds that current static tariffs incentivize EV discharge during midday sol…