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.

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Topic: #Energy Efficiency (clear)

Showing 1–20 of 992 papers

Peer-reviewed🌍 GlobalJournalJournal of Physics and Chemistry of Solids2026#Energy EfficiencyDOI

A low-carbon waste-valorised electromechanical cementitious composite from deinking paper sludge and metakaolin for 3D printing construction: A hybrid ML–FEM digital twin

Mohammadmahdi Abedi

A self-sensing 3D-printable cementitious composite replaces 40 wt.% cement with metakaolin and adds 18 wt.% deinking-paper-sludge biochar as conductive filler. Internal humidity strongly governs electromechanical response, with gauge factor…

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Peer-reviewedJournalWireless Networks2026#Energy EfficiencyDOI

Lightweight reinforcement learning for carbon-footprint reduction in advanced mobile networks: RLQ and federated RLQ for sustainable 5 G/6 G systems

Bhawna Sharma, Abhay Bindle, Ashok Kumar +1

This paper proposes lightweight reinforcement learning methods (RLQ and federated RLQ) to reduce the carbon footprint of 5G/6G mobile networks. It targets energy-efficient network operation while limiting communication overhead via federate…

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Peer-reviewed🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalProceedings of the Institution of Civil Engineers - Engineering Sustainability2026#Energy EfficiencyDOI

Machine learning for low-carbon concrete strength prediction: methods and trends

Zhijie Li, Zhongli Wang, Madoka Taniguchi

A systematic review of 172 peer-reviewed studies applying machine learning to compressive strength prediction of low-carbon concrete (LCC). Bibliometric and methodological analysis reveals a shift from single models to ensemble learning, Ba…

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Peer-reviewed🇪🇺 EuropeJournalCleaner Environmental Systems2026#Energy EfficiencyDOI

Do sponge city concepts collide with climate mitigation goals? A life-cycle analysis of green roofs for stormwater retention

Daniel Johnson, Louis Kleespies, Hannes Bluhm +2

An LCA of four German green roof systems (detention, retention, two steel-based) using 1 L of stormwater storage over 40 years as the functional unit. Production dominates impacts; retention and detention roofs show the lowest GWP (0.4–0.7 …

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Peer-reviewedCNJournalDOAJ (DOAJ: Directory of Open Access Journals)2026#Energy EfficiencyDOI

Research on the Application of Radiative Cooling Coatings in Green Low-Carbon Storage for Petroleum Product Tank Models

ZHANG Yi-nuo, Ting Guo, WANG Xin-ling +3

Using high solar reflectance and infrared emissivity, radiative cooling coatings were tested on dome-roof and internal floating-roof petroleum product tank models. Coatings suppressed temperature rise by up to ~7-8°C on surfaces, vapor, and…

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Peer-reviewed🇪🇺 EuropeJournalEnergy2026#Energy EfficiencyDOI

Multi-objective optimization of a moderate high-temperature heat pump for industrial decarbonization and low-temperature district heating integration in Europe

Giovanna Pallotta, Ghad Alarnaot-Alarnaout, Elisa Marrasso +3

This study performs multi-objective optimization of a moderate high-temperature heat pump aimed at industrial decarbonization and integration with low-temperature district heating in Europe. It explores design and operational trade-offs to …

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Peer-reviewed🇪🇺 EuropeJournalMeasuring Business Excellence2026#Energy EfficiencyDOI

Energy sustainable performance management model (e-SPMM) for smart buildings: a balanced-scorecard framework

Angelo Leogrande, Angelo Zerega, Chiara Tognon +2

This paper proposes an Energy Sustainable Performance Management Model (e-SPMM) for smart buildings, using the Sustainability Balanced Scorecard to translate sustainability strategy into measurable energy objectives, KPIs and governance rou…

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Peer-reviewed🌍 GlobalJournalWorld Journal of Advanced Research and Reviews2026#Energy EfficiencyDOI

USER SATISFACTION OF THE THERMAL PERFORMANCE OF STABILIZED EARTH WALLING MATERIALS IN RESIDENTIAL ARCHITECTURE IN BWARI, ABUJA, NIGERIA

Dara David Isah, W. Idakwoji, B. C. Owoicho

Survey of 127 residents in Bwari, Nigeria, on thermal performance and acceptance of stabilized earth blocks, compressed earth blocks, and laterite blocks. 80.3% showed high awareness and willingness to live in earth-walled housing, rating t…

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Peer-reviewedJournalFrontiers in Built Environment2026#Energy EfficiencyDOI

Selected properties and life cycle assessment of mortars incorporating municipal solid waste bottom ash and silica fume for sustainable construction

Fouadi AlZaatiti, Abdulkader El-Mir, Firas Barraj +3

This study evaluates mortars using municipal solid waste bottom ash (MSWBA) as partial fine-aggregate replacement and silica fume as a supplementary cementitious material. Optimized mixes (T4, T7, T8) balanced strength, UPV, and water absor…

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Peer-reviewedJournalJournal of Sustainable Metallurgy2026#Energy EfficiencyDOI

Low-Carbon and Energy-Saving Utilization of Sinter Return Fines via Cold-Bound Pellets Technology in Laterite Nickel Ore Sintering–Blast Furnace Route

Xi-Han Zheng, Tiejun Chen, Junying Wan +5

A study on reusing sinter return fines from the laterite nickel ore sintering–blast furnace route via cold-bound pellet technology. It targets energy savings and lower carbon emissions through industrial by-product recycling. No abstract is…

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Peer-reviewed🇨🇳 ChinaJournalEng—Advances in Engineering2026#Energy EfficiencyDOI

Model Predictive Control-Based Coordinated Dynamic Optimization of Coal and Electricity Consumption for Low-Carbon Process Industry

Gengwu Zhang, Yihe Feng, Muzi Su

This paper proposes a receding-horizon MPC framework to jointly optimize coal and electricity consumption in cement clinker calcination. It combines ReliefF variable screening, VMD-based multiscale features, an HHO-ELM predictor, and a GWO …

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Peer-reviewedJournalEnergy2026#Energy EfficiencyDOI

Low-carbon sustainable design of office building envelopes in cold and arid regions: A GBRT-NSCCO multi-objective optimization approach for energy-carbon-cost balance

Weishuang Guo, Shiqi Du, Xiang Li +6

Proposes a GBRT-NSCCO multi-objective optimization framework for office building envelopes in cold and arid regions, balancing energy use, carbon emissions, and cost. It quantifies the trade-offs between operational decarbonization and econ…

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Peer-reviewedJournalInternational Journal of Technology and Applied Science2026#Energy EfficiencyDOI

Quantifying the Carbon Mitigation Potential of Waste Heat Recovery Systems (WHR) in Sponge Iron Plant: A study of Decarbonisation

Avantika Saha, Rashmi Mishra, Sapan Saha

Coal-based rotary kiln sponge iron plants reject 30-40% of thermal input as 800-1000°C flue gas. Using CDM baseline methodology ACM0012, this study models mass-and-energy balance and carbon accounting to show that WHR-based captive power di…

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Peer-reviewed🇨🇳 ChinaJournalFrontiers in Plant Science2026#Energy EfficiencyDOI

Side-deep slow-release nitrogen fertilization combined with panicle-stage urea topdressing improves energy efficiency, reduces carbon footprint, and enhances economic performance in rice systems

Mingming Hu, Zhixin Li, Yongheng Luo +10

This study evaluated seven nitrogen treatments in rice, integrating side-deep slow-release fertilizer (SRF) with urea topdressing. SRF treatments raised yields by 10.65–41.33%, improved energy use efficiency and profitability, and cut carbo…

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