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.
Peer-reviewedConferenceASHRAE Transactions2011#Energy Efficiency
The redesign of an Italian building to reach net zero energy performances: A case study of the SHC Task 40 - ECBCS Annex 52
Cellura M.
This paper presents a case study of redesigning an existing Italian building to achieve net zero energy performance. Conducted under the IEA SHC Task 40 / ECBCS Annex 52 framework, it demonstrates an integrated approach of energy efficiency…
Peer-reviewed🇪🇺 EuropeJournalEnergy and Buildings2022#Energy EfficiencyDOI
An integrated energy simulation and life cycle assessment to measure the operational and embodied energy of a Mediterranean net zero energy building
Cusenza M.A.
This paper presents an integrated approach combining energy simulation and life cycle assessment to evaluate both operational and embodied energy of a net zero energy building in the Mediterranean. It highlights the importance of considerin…
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…
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…
Peer-reviewedJournalSpatial development2026#Energy EfficiencyDOI
THE IMPACT OF PARAMETRIC DESIGN ON THE SUSTAINABLE DEVELOPMENT OF ARCHITECTURE
M. Andrukhiv
This paper examines how parametric design contributes to sustainable architectural development. The algorithmic, variable-driven method enables rapid exploration of design configurations that optimize energy efficiency, material rationaliza…
Peer-reviewed🇨🇳 ChinaJournalEnvironment Development and Sustainability2026#Energy EfficiencyDOI
Sci-tech finance integration improves urban energy efficiency under climate policy uncertainty: Evidence from China
Song Li, 阮国成, Jiali Yuan +1
This paper empirically analyzes the impact of sci-tech finance integration on urban energy efficiency in China under climate policy uncertainty. It finds a positive effect, offering policy implications for financing green innovation.
🇨🇳 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…
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…
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…
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 …
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 …
Peer-reviewedJournalNext Sustainability2026#Energy EfficiencyDOI
Solar drying for low-emission agri-food systems: Linking post-harvest management with carbon–nitrogen dynamics
Sushovan Chatterjee
This paper explores solar drying for low-emission agri-food systems, linking post-harvest management with carbon and nitrogen dynamics. It examines the potential of renewable energy-based drying to reduce GHG emissions in agriculture.
🌍 GlobalJournalWestern Sydney University ResearchDirect2026#Energy EfficiencyDOI
Development of stakeholder partnership management framework for net zero carbon building whole lifecycle
Justina Falana
This paper proposes a stakeholder partnership management framework for the whole lifecycle of net zero carbon buildings (NZCBs). Using agent-based modeling and simulation, it highlights the importance of consistent partnerships among key st…
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…
Peer-reviewedJournalResults in Engineering2026#Energy EfficiencyDOI
Heating performance of a dual-source PV/T heat pump with potential for building energy decarbonization
Emmanuel Bisengimana, Yanping Yuan, Gaudence Nyiranzeyimana +3
This paper evaluates the heating performance of a dual-source PV/T (photovoltaic/thermal) heat pump system and its potential for building energy decarbonization. It analyzes system efficiency and practicality, highlighting benefits of renew…
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…
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…
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…
Peer-reviewed🌍 GlobalJournalApplied Thermal Engineering2014#Energy EfficiencyDOI
Promotion of polygeneration for buildings applications through sector- and user-oriented "high efficiency CHP" eligibility criteria
Piacentino A.
This paper proposes sector- and user-oriented eligibility criteria for high-efficiency CHP to promote polygeneration in buildings. It aims to improve energy efficiency and reduce CO2 emissions, including a methodology for setting criteria a…
Peer-reviewedConferenceMass 2012 9th IEEE International Conference on Mobile Ad Hoc and Sensor Systems2012#Energy EfficiencyDOI
SmartMote: Energy and VoI aware solar-powered sensor network design for environment monitoring
Tang S.J.
This paper presents SmartMote, a design for solar-powered sensor networks that balances energy efficiency and value of information (VoI) for environment monitoring. The approach optimizes sensor placement and power management to maximize da…