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 · 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…
🇪🇺 Europe📚 Peer-reviewed · ConferenceSystems and Control Transactions2026#Energy TransitionDOI
Techno-Economic Assessment of Decarbonization Pathways for Methanol and Formaldehyde Production: A Superstructure Optimization Approach
Rafailia Mitraki, Muhammad Salman, Grégoire Léonard
This study uses superstructure optimization to techno-economically assess decarbonization pathways for methanol and formaldehyde production. Pathways include feedstock switching (biomass, biogas, waste), process electrification (Power-to-X)…
📚 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 · ConferenceProceedings of the 13th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation2026#Energy TransitionDOI
City-Scale Decarbonization of Residential Heating under Transformer Constraints
Fabian Mkocheko, Walid A. Hanafy, Adam Lechowicz +2
This paper examines city-scale decarbonization of residential heating under transformer capacity constraints. It analyzes how grid limitations affect the adoption of heat pumps and other low-carbon technologies, proposing feasible pathways …
🇺🇸 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.
📚 Peer-reviewed · JournalApplied Energy2026#Energy TransitionDOI
Power system planning under deep uncertainty: Integrating tidal energy for net-zero Northern Ireland
Sabzpoosh Saravi V.
This paper analyzes power system planning under deep uncertainty for integrating tidal energy to achieve net-zero in Northern Ireland. It considers the predictability and variability of tidal power and presents optimal deployment scenarios.
📚 Peer-reviewed · JournalEnergy Sources Part B Economics Planning and Policy2023#Energy TransitionDOI
Towards 2050 net zero carbon infrastructure: a critical review of key decarbonization challenges in the domestic heating sector in the UK
Royapoor M.
This paper critically reviews key decarbonization challenges in the UK domestic heating sector towards the 2050 net zero target. It analyzes technical, policy, and economic barriers, assessing the effectiveness of existing measures. The rev…
🇺🇸 USA📚 Peer-reviewed · JournalRenewable and Sustainable Energy Reviews2026#Energy TransitionDOI
Modeling Net-Zero: A comparative analysis of deep decarbonization studies of the US electric system
Shavel I.
This paper provides a comparative analysis of multiple deep decarbonization studies of the US electric system. It examines differences in assumptions, methodologies, and results across models, offering insights for policymakers and future r…
🇨🇳 China📚 Peer-reviewed · JournalEnergy Sustainable Development/Energy for sustainable development2026#Energy TransitionDOI
Advancing sustainable energy transitions in small island developing states: Lessons from the clean cooking strategy of São Tomé and Príncipe
Sonia Ramos-Galdo, Andrea A. Eras-Almeida, Martin Lugmayr +2
This study examines clean cooking access in São Tomé and Príncipe as a SIDS case. Using participatory methods and World Bank's Multi-Tier Framework, it assesses household cooking energy and develops a National Action Plan. It recommends ele…