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🌍 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…
Peer-reviewed🌍 GlobalJournalApplied Energy2024#Energy TransitionDOI
Quantifying the impact of travel time duration and valuation on modal shift in Swiss passenger transportation
Luh, Sandro (author), Kannan, Ramachandran (author), McKenna, Russell (author) +2
This study integrates travel time duration and valuation into the Swiss TIMES Energy System Model (STEM) to quantify modal shifts in passenger transport. Results show that speed changes on medium and long trips (e.g., highway speed limits, …
Peer-reviewed🌍 GlobalJournalAnnals of the ICRP2026#Energy TransitionDOI
Environmental radiological impacts of the nuclear industry from mining to construction, operation, and decommissioning of a power station.
P. Bryant, J. Hondros
This article reviews environmental radiological impacts across the nuclear fuel cycle, from mining to decommissioning and waste management. It argues that over-application of the ALARA principle leads to resource misallocation and distorted…
Peer-reviewed🇺🇸 USAJournalDiscover Environment2026#Energy TransitionDOI
Asymmetric impacts of green finance development and energy innovation and climate change on United States renewable energy consumption
T. Saji, George Paul, M. Nagalingam
Using US data from 1990-2023 and a NARDL model, this study reveals asymmetric impacts on renewable energy consumption. Positive energy innovation shocks boost consumption, but negative shocks have nearly twice the adverse effect. Green fina…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#Energy TransitionDOI
Sustainable Development of Critical Minerals for New Energy Batteries for the Renewable Energy Transition in China
Xiaoxiao Tan, Xiangyang Xu, Hao Liu
This study forecasts demand for lithium, cobalt, nickel, and manganese for China's new energy batteries from 2010 to 2060 using dynamic material flow analysis and scenario analysis. Demand is projected to rise significantly by 2060, with li…
Peer-reviewed🇨🇳 ChinaJournalCarbon Footprints2026#Energy TransitionDOI
Assessing global carbon mitigation benefits of wind power with spatiotemporal characteristics and production-deployment pathways
Jingyan Yang, Shangheng Yao, Chaojun Li +4
A spatiotemporal life cycle assessment quantifies wind power's carbon mitigation benefits. Historical net mitigation reached 3,690 Mt CO2e (2014-2023), with emissions at 8.5% of direct displacement benefits. Climate-priority deployment coul…
Peer-reviewed🇨🇳 ChinaJournalBuildings2026#Energy TransitionDOI
Carbon-Aware Optimization of Battery and Thermal Storage for Residential 24/7 Carbon-Free Electricity Under Dynamic Grid Conditions
Chen Zhou, Yingjun Ruan, Hua Meng +2
This study develops a probabilistic carbon-aware optimization framework for residential 24/7 carbon-free electricity under uncertain load, PV, and grid carbon intensity. Using KDE-Copula scenarios and ARMA residuals, a two-stage MILP jointl…