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.
Peer-reviewed🌍 GlobalJournalEnvironment Development and Sustainability2026#Energy EfficiencyDOI
Development of a low-carbon subgrade technology through waste-based stabilization: mechanical performance and life cycle carbon assessment
Gautam, M. Vishnu Priyan, Narala Gangadhara Reddy +2
This study develops a low-carbon subgrade technology using waste-based soil stabilization, evaluating both mechanical performance and life-cycle carbon emissions. It demonstrates how waste reuse in construction can combine with carbon reduc…
Peer-reviewedJournalSAR Journal - Science and Research2026#Energy EfficiencyDOI
Energy and Resource Consumption Efficiency in Industrial Sectors
Meliha Sabanovic, Sandira Eljšan, Izet Alic +1
An empirical analysis of electricity and resource consumption across industrial SMEs in Tuzla Canton, Bosnia and Herzegovina. The authors frame energy efficiency as the fastest, most cost-effective route to energy security and climate mitig…
Peer-reviewed🇪🇺 EuropeJournalEnergy and Buildings2026#Energy EfficiencyDOI
Green façades and climate resilience: A comparative analysis across retrofit scenarios for an Italian building archetype in two representative climatic contexts
Mamak P. Tootkaboni, Ilaria Ballarini, Vincenzo Corrado +2
Using EnergyPlus, this study models green façades on a representative Italian residential archetype in Rome and Turin under 2020s–2090s climate scenarios. Green façades cut cooling demand by up to 59% and overheating by 85% in pre-retrofit …
Peer-reviewed🌍 GlobalJournalEnergies2026#Energy EfficiencyDOI
Accelerated Decarbonization of Non-Retrofitted Multifamily Buildings by Integrating Air-Source Heat Pumps in Existing Gas Boiler Systems: Techno-Economic and Environmental Analysis
Omar Montero, Pauline Brischoux, Carolina Fraga +6
Hybrid systems pairing air-source heat pumps with existing gas boilers can cut emissions ~60% versus gas-only in non-retrofitted multifamily buildings, at annualized costs ~16% below monovalent heat pump systems and with only 40–50% of the …
Peer-reviewedJournalRenewable and Sustainable Energy Reviews2026#Energy EfficiencyDOI
Energy service companies as transition intermediaries: Functions, business models, and prospects for demand-side decarbonization
Syed Ilyas, Muhammad Asif, M. Imran Khan
This work frames energy service companies (ESCOs) as transition intermediaries, mapping their functions and business models. It examines how ESCOs advance demand-side decarbonization and outlines their prospects. The study highlights the ro…
Peer-reviewedJournalEnergy2026#Energy EfficiencyDOI
BCGW and PSO-driven dynamic collaborative optimization framework for fuel efficiency of wing-sail assisted ship under varying operating conditions: Towards shipping decarbonization
Zhongwei Li, Leijian Song, Kai Wang +7
Proposes a dynamic collaborative optimization framework to improve fuel efficiency of wing-sail assisted ships under varying operating conditions. It combines BCGW with particle swarm optimization (PSO) to coordinate sail control and operat…
Peer-reviewedJournalEnergy and Buildings2025#Energy EfficiencyDOI
Greenhouse gas emissions forecasts and operational cost impacts of variable refrigerant flow systems in office buildings
Green C.
A study forecasting greenhouse gas emissions and operational cost impacts of variable refrigerant flow (VRF) HVAC systems in office buildings. It likely weighs operational emissions against running costs to inform HVAC system choice. Detail…
Peer-reviewedJournalArchitectural Science Review2010#Energy EfficiencyDOI
Hybrid buildings: A pathway to carbon neutral housing
Newton P.W.
This work frames 'hybrid buildings'—combining multiple technologies and energy sources—as a pathway to carbon-neutral housing. Without an abstract, specifics are unclear, but it likely addresses integrated approaches to building decarboniza…
Peer-reviewed🌍 GlobalJournalZbornik radova2026#Energy EfficiencyDOI
Circular architectural interior systems transformation: Modularity, design for disassembly and recyclable materials in the built environment
Viktorija Mangaroska
This study examines circular architectural interior systems in North Macedonia, combining a systematic literature review with local case studies and an engineering-based scenario assessment comparing conventional versus circular practice. I…
Peer-reviewed🇪🇺 EuropeJournalTurkish Journal of Engineering2026#Energy EfficiencyDOI
Wood-Based Hybrid Construction and Circular Economy: A Three-Level Framework for Component, System, and Building Design
M. Karjalainen, H. E. Ilgın, Teemu Hirvilammi +1
A qualitative synthesis from a Tampere University teaching project proposes a three-level decision-support framework structuring wood-based hybrid construction across component, system, and building scales. It finds hybridization effectiven…
Peer-reviewedJournalZbornik radova2026#Energy EfficiencyDOI
Lifecycle assessment of construction materials: A review of environmental performance and future directions
Ivan Nešović, S. Nešović, Kristina Filipović +2
A review of life cycle assessment (LCA) applied to construction materials including concrete, steel, timber, aluminium and glass. It finds no material is environmentally superior in all contexts, stressing context-specific selection based o…
Peer-reviewedJournalItalian National Conference on Sensors2026#Energy EfficiencyDOI
An Energy-Efficient Edge Vision System for Front-End Quality Monitoring in Sustainable Cold Chains: Coffee Fruit Ripeness Detection and Embedded Validation
Xiu-Yu Cui, Shi-Rong Guo
This study develops an energy-efficient edge vision system on an RK3576 NPU for six-class coffee fruit ripeness and condition detection. A reconfigured YOLO11 (BCS) improves mAP50 to 83.2% while cutting complexity from 6.3 to 5.5 GFLOPs at …
Preprint🌍 GlobalZenodo (CERN European Organization for Nuclear Research)2026#Energy EfficiencyDOI
Air Conditioning and Global Warming: Assessing Climate Impacts, Rising Cooling Demand, and Sustainable Solutions for a Low-Carbon Future
Sudhakar Geruganti
This literature-based review examines the two-way link between air-conditioning demand and global warming, covering electricity-related emissions, high-GWP refrigerants, equipment efficiency, and urban heat. It proposes an integrated sustai…
Peer-reviewedConferencePavement Life Cycle Assessment Proceedings of the Pavement Life Cycle Assessment Symposium 20172017#Energy EfficiencyDOI
Energy consumption and greenhouse gas emissions of high RAP central plant hot recycling technology using life cycle assessment: Case study
Lu Y.
A life-cycle assessment case study quantifying energy use and GHG emissions of high-RAP central plant hot recycling technology for asphalt pavement. It evaluates how high recycled-content production affects environmental burdens, informing …
Peer-reviewedConferenceProceedings of the 2011 IEEE International Symposium on Sustainable Systems and Technology Issst 20112011#Energy EfficiencyDOI
Modeling the effects of energy efficiency improvements on life cycle greenhouse gas emissions of products and in determining policy effectiveness
Carlson D.R.
This work models how energy efficiency improvements propagate into product life-cycle GHG emissions and links that modeling to assessing policy effectiveness. It offers a quantitative framework connecting efficiency gains to per-product emi…
Peer-reviewedJournalArchitectural Engineering and Design Management2026#Energy EfficiencyDOI
Integrating parametric design, field-evaluated hygrothermal simulation and life-cycle assessment for early-stage low-carbon envelope decisions: a pilot demonstration on a full-scale salt-brick pavilion in a hot-arid climate
Aref Mohamad Maksoud, Aseel Ali Hussien, Shouib Nouh Ma’bdeh
Presents the CAME workflow integrating parametric design, surrogate-assisted NSGA-II optimisation, field monitoring and calibrated EnergyPlus simulation with screening LCA and costing. A full-scale Himalayan salt-brick pavilion in Dubai sho…
Peer-reviewedJournalSustainable Energy Technologies and Assessments2026#Energy EfficiencyDOI
Hybrid passive cooling strategies for low-rise Indian residential buildings: whole-life carbon assessment under present and CMIP6 future climates in Bengaluru and Chennai
V. Kastro Kiran, Sushreeta Dora, Ranjitha B. Tangadagi
This study assesses hybrid passive cooling strategies for low-rise Indian residential buildings through whole-life carbon analysis under both present and CMIP6 future climates. Comparing Bengaluru and Chennai, it examines how passive design…
Peer-reviewedJournalWood Material Science and Engineering2026#Energy EfficiencyDOI
Multicriteria decision approach for climate-adaptive cross-laminated timber-wall assemblies: energy, carbon and cost-based evaluation
Kübra Zorlu, Nilay Coşgun, Neslihan Türkmenoğlu Bayraktar
This study evaluates eight cross-laminated timber wall assemblies across six Turkish climate zones using dynamic energy simulation, LCA and cost analysis. XPS insulation cut energy use ~4% versus rock wool, and 5-layer CLT cut energy use ~6…
Peer-reviewed🇨🇳 ChinaJournalJournal of Environmental Management2026#Energy EfficiencyDOI
Porous geopolymer from cyanobacterial sludge and coal fly ash as shape-stabilizing matrix for thermal energy storage using phase change paraffin
Ziyi Mu, Long Du, Yujian Wang +7
This study fabricates a highly porous geopolymer (CCG) from cyanobacterial sludge (CS) and coal fly ash (CFA), using egg white powder as surfactant and hydrogen peroxide as blowing agent. Organic fibers in CS act as pore templates and reinf…
Peer-reviewed🇨🇳 ChinaJournalEnvironment Development and Sustainability2026#Energy EfficiencyDOI
Analyzing energy use and carbon footprint of ultra-strong particleboard manufacturing in China: a case study
Chuqiao Chen, XL. Li, Jie Wen +5
A case study quantifying energy use and carbon footprint in ultra-strong particleboard manufacturing in China. It maps emission sources and energy consumption at the production stage, highlighting decarbonization levers in the wood-based bu…
