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 41–60 of 999 papers

Peer-reviewed🌍 GlobalJournalCase Studies in Construction Materials2026#Energy EfficiencyDOI

Performance of hempcrete for carbon-negative construction: Density, compressive strength, durability and carbon sequestration

Kari Steyn, Wibke De Villiers, Adewumi John Babafemi

This study evaluates hempcrete as a carbon-negative construction material, testing two mix designs with lime-metakaolin binder and partial potassium sulphate substitution. A 3% sulphate replacement improved compressive strength, reduced dry…

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Peer-reviewedCNJournalEnergy2026#Energy EfficiencyDOI

Balancing Energy-Comfort-Carbon Trade-Offs for Traditional Sanheyuan Building Retrofit: A Decision Support Framework Integrating Two-Stage SHAP Analysis and Pareto Clustering

Bailing Zhou, Yinyin Deng, Niejiaying Xie

Proposes a decision-support framework optimizing energy, comfort, and carbon trade-offs in retrofitting traditional Chinese Sanheyuan dwellings. Two-stage SHAP analysis interprets design-variable contributions, while Pareto clustering organ…

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Peer-reviewed🇪🇺 EuropeJournalFrontiers in Environmental Science2026#Energy EfficiencyDOI

An integrated ECAM–Entropy–TOPSIS framework for evaluating energy consumption and greenhouse gas emissions in drinking water supply systems

Madalina Elena Abalasei, Daniela Fighir, Ramona Ciobanu +1

This study integrates the ECAM tool with Entropy weighting and TOPSIS to assess energy use and GHG emissions across abstraction, treatment, and distribution stages of a surface water supply system in Iaşi, Romania. It estimates 10.35 GWh an…

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Peer-reviewedJournalAdvanced Composites and Hybrid Materials2026#Energy EfficiencyDOI

Radiative cooling: a decade of progress and the decade ahead

Yeongju Jung, Seung Hwan Ko

Radiative cooling (RC) passively dissipates heat to outer space via infrared emission, offering an energy-free alternative to conventional cooling. Advances in spectrally selective optics have extended RC from opaque to transparent, colored…

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Peer-reviewedConference2026 5th International Conference on Smart Grid and Energy Systems Sges 20262026#Energy EfficiencyDOI

Coordinated Capacity Planning of Compressed Air and Flywheel Energy Storage for Green-Power- Direct-Connected Data Centers

Wang K.

This work optimizes coordinated capacity planning of compressed-air and flywheel energy storage for data centers directly connected to green power. It targets absorbing renewable variability while securing power quality and supply reliabili…

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Peer-reviewedJournalNature Water2026#Energy EfficiencyDOI

Redefining advanced oxidation processes for low-carbon water treatment

Yafei Fan, Wei Zhang, Wenjie Lv +4

This paper reconsiders advanced oxidation processes (AOPs) for water treatment through a low-carbon lens. With no abstract available, specific methods and results cannot be verified, but the work likely targets reducing energy and chemical …

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Peer-reviewed🌍 GlobalJournalSustainability2026#Energy EfficiencyDOI

Sustainable Retrofit Pathways for Post-War Lamella Residential Buildings: A Comparative Energy Performance and Life Cycle Assessment in Novi Beograd, Serbia

Dimitrije Manić, Mirko Komatina, Marija Lalošević +1

This study compares three retrofit pathways—insulation, extensive green roof, and rooftop PV—for two 40+ year-old lamella residential buildings in Novi Beograd, Serbia, using calibrated dynamic simulation and cradle-to-use LCA. Insulation a…

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Peer-reviewedJournalINERSIA lnformasi dan Ekspose Hasil Riset Teknik Sipil dan Arsitektur2026#Energy EfficiencyDOI

Analysis of the Influence of Policy, Commitment and Financial Factors on Value Engineering – Based Investment Cost in Green Data Center Projects

E. Febriyani, Agus Suroso

This study analyzes how policy, agency commitment, and financial factors affect investment costs in green data center projects using questionnaires and multiple regression. Value engineering with liquid cooling cut costs by ~15.34% and impr…

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Peer-reviewedJournalDiscover Civil Engineering2026#Energy EfficiencyDOI

Optimizing reinforced concrete cantilever retaining walls for cost and embodied carbon under reliability constraints using surrogate models and hybrid metaheuristics

Thịnh Ngoc Pham

A reliability-based multi-objective optimization framework for RC cantilever retaining walls minimizes cost and embodied carbon simultaneously. Four limit states are verified, and three surrogate families (XGBoost, Kriging, sparse PCE) are …

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Peer-reviewed🇪🇺 EuropeJournalJournal of Environmental Management2026#Energy EfficiencyDOI

Reducing energy consumption through the implementation of AI to control aeration intensity in the composting process.

R. Sidełko, R. Suszyński, R. Cichowicz +3

An LSTM neural network was developed to predict aeration intervals at a full-scale sewage-sludge composting facility in Tczew, Poland, using 41 industrial cycles of sensor and physicochemical data. The ANN-based control cut specific aeratio…

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Peer-reviewed🇨🇳 ChinaJournalEnvironmental Science & Technology2026#Energy EfficiencyDOI

Energy-Efficient Lighting Transitions Create a Material-Climate Trade-Off

Xueyue Hu, Mengyuan Dang, Ayman Elshkaki +2

Using a dynamic stock-driven model of China's lighting transition (2000-2060), this study shows that LED adoption cuts operational electricity but raises material intensity and embodied GHG emissions. Among four decoupling strategies, effic…

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