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.

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Topic: #Energy Efficiency (clear)

Showing 81–100 of 677 papers

Peer-reviewedJournalInternational Academic Journal of Innovative Research2026#Energy EfficiencyDOI

Structural Engineering Innovations for Designing Resilient and Sustainable Urban Infrastructure Systems

Zumrat Xudoyberdiyeva, Manzura Abdurahimova, Ruziboy Tangirov +4

This study analyzes structural engineering innovations for enhancing urban infrastructure sustainability and resilience. Integration of smart sensors, BIM, and high-performance materials yields 35% durability improvement, 25-35% maintenance…

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Peer-reviewed🇺🇸 USAJournalRemote Sensing2026#Energy EfficiencyDOI

Delineating Roofing Materials in Urban Areas Using Transformed High-Resolution Satellite Imagery and Convolutional Neural Networks

C. Amaral, Maxwell C. Cook, Johannes H. Uhl +4

This study proposes a CNN method to classify and delineate roofing materials from high-resolution satellite imagery. Tested in Washington D.C. and Denver, it outperformed pixel-based ML by 15-17%. Roofing material mapping can aid urban plan…

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🇨🇳 ChinaJournalSAE technical papers on CD-ROM/SAE technical paper series2026#Energy EfficiencyDOI

Energy-saving and Economic Evaluation of Vacuum Insulation Panels with Glass Wool Core-polyimide Membrane Structure in Hotel Buildings under Different Climatic Conditions

Chenqian Bian, Zhaofeng Chen

This study develops high-performance PI/VIP composite insulation materials and uses EnergyPlus to simulate their energy-saving, cost, and carbon emission impacts in three Chinese climates. Results show that compared to traditional XPS and r…

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Peer-reviewedJournalInnovative Food Science & Emerging Technologies2026#Energy EfficiencyDOI

Impact of different nonthermal pretreatments on drying of tomato slices: Kinetics, drying efficiency, energy utilization, carbon footprint, and quality attributes

Mohsen Mokhtarian, Wu Xiaomeng, Xiaojun Liao +1

This study evaluates the impact of nonthermal pretreatments on tomato slice drying regarding kinetics, energy efficiency, carbon footprint, and quality. It highlights potential energy and environmental savings in food processing, though its…

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Journal2026#Energy EfficiencyDOI

Carbon-Taxed Transformers: Efficient, Accurate, and Sustainable LLMs

Ajmain Inqiad Alam, Palash Ranjan Roy, Chanchal K. Roy +2

We propose Carbon-Taxed Transformers (CTT), a compression pipeline inspired by economic carbon taxation that integrates Neural Architecture Search, structured pruning, quantization, and knowledge distillation. Evaluated on code clone detect…

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Peer-reviewed🇨🇳 ChinaJournalJournal of Building Design and Environment2026#Energy EfficiencyDOI

Life cycle techno-economic analysis and optimization framework of hybrid deep ground source heat pump system for low carbon buildings

Wentan Wang, Haoran Cheng, Jiangtao Wen +5

This study develops a life-cycle techno-economic analysis and optimization framework for hybrid deep ground source heat pump systems. It couples a heat transfer model with economic evaluation and Bayesian optimization. Applied to a case in …

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Peer-reviewed🇨🇳 ChinaJournalSustainable Chemistry and Pharmacy2026#Energy EfficiencyDOI

Climate-adaptive optimization of low-carbon slag–fly ash cementitious systems considering CO2 emissions and carbonation durability

Feng Sun, Hongzhi Zhang, Runsheng Lin +2

This paper proposes an optimization framework for low-carbon cementitious systems using slag and fly ash, balancing CO2 emissions and carbonation durability. It develops a climate-adaptive design method for construction materials, offering …

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Peer-reviewedCNJournalBuildings2026#Energy EfficiencyDOI

Technology Prioritisation and Collaborative Retrofit Pathways for Public Building Decarbonisation: Evidence from a Sample of 218 Real-World Retrofit Projects

Zhenwei Guo, Yan Qu, Chan Xia +4

Using 218 real-world retrofit projects in China's Hot Summer and Cold Winter region, this study applies XGBoost-SHAP and Apriori analysis to identify core technologies (roof insulation, external wall insulation, ventilation) and three co-ad…

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Peer-reviewedJournalInternational Journal of Low Carbon Technologies2026#Energy EfficiencyDOI

Simulation-based assessment and reinforcement learning optimization of semitransparent photovoltaic glazing for net-zero energy building applications in hot-arid climates

Almazam K.

This study uses simulation and reinforcement learning to assess and optimize semitransparent photovoltaic glazing for net-zero energy buildings in hot-arid climates, balancing energy generation and consumption to propose optimal window desi…

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Peer-reviewedCNJournalTrends in Ecological and Indoor Environmental Engineering2026#Energy EfficiencyDOI

A Study on the Development Prospects of Green and Low-Carbon Construction: Evidence from Chongqing, China

Fakhri Alam, Awais Salman, Dong Bo +2

This study examines enablers and challenges for green and low-carbon building technology in Chongqing, China. Through literature review and survey of 100 construction companies, it identifies key enablers (e.g., energy optimization, improve…

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Peer-reviewedJournalEnergy and Buildings2026#Energy EfficiencyDOI

Development and deployment of multi-objective optimization models for residential building net zero carbon retrofitting considering environmental, social, and economic sustainability

L.N.K. Weerasinghe, Amos Darko, Ridwan Taiwo +1

This paper presents multi-objective optimization models for net-zero carbon retrofitting of residential buildings, balancing environmental, social, and economic sustainability. The models help decision-makers select retrofit strategies that…

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