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.
CN📚 Peer-reviewed · JournalSustainable Energy Grids and Networks2026#Energy TransitionDOI
Bilevel low-carbon operation of park-level integrated energy systems incorporating heterogeneous user preferences
Songli Fan, Guodong Xu, Zhengtian Wu +4
This paper proposes a bilevel optimization model for low-carbon operation of park-level integrated energy systems, incorporating heterogeneous user preferences. It aims to balance user satisfaction and carbon reduction goals in energy syste…
🇺🇸 USA📚 Peer-reviewed · JournalEPiC series in built environment2026#Energy TransitionDOI
Data Centers in Indiana and the Midwest: Assessment of Power and Water Demand in the AI Era
Sherif Attallah, Jennifer Warrner
This study assesses the power and water demand of hyperscale data centers in the US Midwest, focusing on Indiana. It finds that a single campus can add tens of TWh of electricity demand, with water impacts heavily dependent on cooling techn…
🇪🇺 Europe📚 Peer-reviewed · JournalEnvironmental Sustainability2026#Energy TransitionDOI
Sustainable energy storage solutions using nanomaterials: bridging the gap between policy and technology in Italy
Hamid Safarzadeh, Francesco Di Maria
This study examines nanomaterial-based energy storage to accelerate Italy's renewable transition. Graphene and solid-state batteries offer high performance, but face cost and policy hurdles. AI-driven design and circular economy models pres…
📚 Peer-reviewed · JournalInsight Turkey2026#Energy TransitionDOI
Book Review: Critical Minerals, Sustainability, and the Energy Transition in the Global South: A Justice Perspective
Rəşad Fərzəliyev
This book review discusses a book on critical minerals and energy transition, analyzing sustainability and justice perspectives in the Global South.
🌍 Global📚 Peer-reviewed · JournalCLEAN - Soil Air Water2026#Energy TransitionDOI
Transforming India's Coal Landscapes: Renewable Energy Opportunities and Just‐Transition Strategies for Achieving SDG 7
Kushal Roy, Dibyendu Saha, Md Nazir +1
This study provides a systematic review of India's coal regions, evaluating opportunities such as solar on reclaimed mine lands (27.11 GW), pumped hydro (~183 GW), biomass co-firing, and mine methane recovery (54%). It identifies institutio…
CN📚 Peer-reviewed · JournalFigshare2026#Energy TransitionDOI
Does China’s 2035 NDC reshape natural gas demand pathways?
Bohan Zhu, Songkai Wu, Jianliang Wang +1
This study uses an integrated LEAP-MESSAGE framework to assess China's natural gas demand under strengthened NDC targets. Results show that coordinated supply-demand adjustments can reduce peak natural gas demand by ~23% and accelerate the …
CN📚 Peer-reviewed · JournalEnergies2026#Energy TransitionDOI
Research on the Peak of Terminal Energy Consumption and Carbon Emissions of Civil Buildings in Anhui Province
Guotao Zhu, Haowei Hu, Zihao Wang +3
This study analyzes carbon emission peaks in the operational phase of existing civilian buildings in Anhui Province using energy balance tables, the LEAP model, and the STIRPAT model. Scenario analysis reveals that the optimal blueprint sce…
📚 Peer-reviewed · JournalEnergy Conversion and Management2026#Energy TransitionDOI
Modelling of least cost alternative pathways towards net zero transition for the power sector of the eastern region of India – A bottom-up approach
Arijit Mukherjee, Sourish Chatterjee, Anupam Debsarkar +1
This study uses a bottom-up model to identify least-cost pathways for net zero transition in the power sector of eastern India. It considers regional constraints and presents optimal strategies combining renewable energy and efficiency impr…
🌍 Global📚 Peer-reviewed · ConferenceSystems and Control Transactions2026#Energy TransitionDOI
Terawatts for Petabytes: Exploring the impact of AI data centres on Europe’s net zero goals
Mohammad Hemmati, Vassilis M. Charitopoulos
The rapid expansion of AI is increasing electricity demand in Europe. This study uses a spatially explicit optimization model to assess how hyperscale data centers may reshape energy infrastructure investment and emissions trajectories. Und…
📚 Peer-reviewed · ConferenceSystems and Control Transactions2026#Energy TransitionDOI
Evaluating the Potential of Sustainable Aviation Fuel for Decarbonization of the Aviation Sector: An Agent-based Model
Geeta Joshi, Tejeswi Ramprasad, Harmandeep Singh +4
This paper develops an agent-based model to analyze sustainable aviation fuel (SAF) transition pathways, applied to India's civil aviation system. Results show that SAF adoption depends on infrastructure coordination and price formation, no…
📚 Peer-reviewed · JournalEcological Economics2026#Energy TransitionDOI
Anticipating rebound effects in the steel industry: Pathways, mechanisms, and mitigation for effective decarbonisation
Ram Venkataraman Guru, Benjamin H. Lowe, Meletios Bimpizas-Pinis +6
This paper analyzes rebound effects in steel industry decarbonisation, revealing pathways and mechanisms. It proposes mitigation strategies to ensure efficiency gains translate into actual emission reductions, informing policy and industria…
🇺🇸 USA📚 Peer-reviewed · ConferenceSystems and Control Transactions2026#Energy TransitionDOI
Beyond Decarbonization: Quantifying Circularity in Energy System Planning
Javiera Vergara-Zambrano, Styliani Avraamidou
This paper proposes a metric for quantifying circularity in energy system planning, adapting the MICRON framework to account for specific energy technology characteristics like lithium-ion batteries, solar, and wind. A case study at the Uni…
📚 Peer-reviewed · JournalEnergies2025#Energy TransitionDOI
Profit-Driven Framework for Low-Carbon Manufacturing: Integrating Green Certificates, Demand Response, Distributed Generation and CCUS
Li Y.C.
This paper proposes a profit-driven framework that integrates green certificates, demand response, distributed generation, and CCUS for low-carbon manufacturing, aiming to reduce emissions while maintaining profitability. The framework prov…
🇺🇸 USA📚 Peer-reviewed · JournalEnvironmental Research Letters2025#Energy TransitionDOI
Typology of US metropolitan areas illuminates per-capita mobile greenhouse gas emissions impacts and informs mitigation strategies
Zhao P.
This paper develops a typology of US metropolitan areas based on per-capita mobile greenhouse gas emissions, revealing spatial patterns and informing mitigation strategies. It helps prioritize effective interventions for reducing transporta…
CN📚 Peer-reviewed · JournalEnvironmental Science and Technology2025#Energy TransitionDOI
Integrating Stock-Flow Modeling and Energy System Optimization to Explore Decarbonization Pathways for China’s Cement Industry
Song J.
This paper integrates stock-flow modeling and energy system optimization to explore decarbonization pathways for China's cement industry, a major CO2 emitter. It provides techno-economic insights into feasible pathways.
📚 Peer-reviewed · JournalJournal of International Maritime Safety Environmental Affairs and Shipping2026#Energy TransitionDOI
A study on the challenges and solutions for a Just net zero transition in the shipping industry–Focusing on human factors
Doo H.W.
This paper examines challenges and solutions for a just net zero transition in the shipping industry, focusing on human factors such as crew retraining, employment shifts, and safety implications. It emphasizes the importance of considering…
📚 Peer-reviewed · JournalBuildings2025#Energy TransitionDOI
Key Competencies of Built Environment Professionals for Achieving Net-Zero Carbon Emissions in the Ghanaian Construction Industry
Agyekum K.
This paper identifies key competencies for built environment professionals in Ghana to achieve net-zero carbon emissions in construction. It highlights skill gaps and proposes training needs for the industry.
📚 Peer-reviewed · JournalEconomic Systems Research2024#Energy TransitionDOI
Structural change and socio-economic disparities in a net zero transition
Lynch C.
This paper examines the structural economic changes and socio-economic inequalities arising during the net zero transition, likely analyzing distributional impacts across income groups or regions.
📚 Peer-reviewed · JournalOne Earth2023#Energy TransitionDOI
Net-zero emissions chemical industry in a world of limited resources
Gabrielli P.
This paper explores pathways for the chemical industry to achieve net-zero emissions under resource constraints. It examines technological and economic challenges and opportunities, emphasizing the role of key technologies like CCUS and hyd…
🌍 Global📚 Peer-reviewed · JournalEnergy and Environment2025#Energy TransitionDOI
Track to reach net-zero: Progress and pitfalls
Bandh S.A.
This paper reviews the overall progress and pitfalls in achieving net-zero emissions. It evaluates current policy and corporate efforts, offering insights into future directions.