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🇨🇳 ChinaJournalSystems and Soft Computing2026#Energy EfficiencyDOI
Multi-objective graph neural network alternative modeling for low-temperature minimal lubrication towards near-zero carbon emissions
Mingming Wu, Mingyu Lu
Proposes a decision-making method integrating graph neural networks with multi-objective optimization to decarbonize low-temperature minimum quantity lubrication turning. An industrial graph of the tool-workpiece-coolant system quantifies c…
🇨🇳 ChinaJournalInternational Conference on Algorithms, Image Processing, and Deep Learning (AIPDL)2026#Energy EfficiencyDOI
A novel high-efficiency search algorithm for low-carbon building material formulations and process parameters based on Bayesian optimization
Li Bin
This paper integrates Bayesian optimization with Gaussian Process surrogate modeling to jointly optimize mixture formulations and process parameters for low-carbon building materials, embedding experimental and regulatory constraints. A cas…
Peer-reviewedJournalInternational Journal of Consumer Studies2026#Energy EfficiencyDOI
Responsible Green Datafication in Household Low‐Carbon Technologies: Trust, Legitimacy, and Consumer Adoption
Van Kien Pham, Le Na
A 2×2 vignette experiment with 620 Vietnamese adults plus SEM tests how governance cues and datafication risks shape adoption of household low-carbon technologies via responsible data trust and green-data legitimacy. Transparency, user cont…
Peer-reviewedJournalChemical Engineering Journal2026#Energy EfficiencyDOI
Low-carbon building backfill through slag endogenously activated by incineration bottom ash
Yanna Huang, Biqin Dong, Guowen Xu +5
This work proposes producing low-carbon building backfill by using incineration bottom ash (IBA) to endogenously activate slag. It valorizes waste streams while curbing the carbon intensity of cementitious materials. No abstract is availabl…
Peer-reviewedConferenceADIPEC2026#Energy EfficiencyDOI
Steam Trap Management: A Gas Energy Savings Contract (GESCO) Route to Guaranteed Gas Savings and Industrial Decarbonization
T. Al Aulaqi, M. Vahgjipurwala, A. Al Siyabi +1
A third-party developer delivered a performance-based steam trap management project for a petrochemical plant's steam network. Field inspection found 49.5% of traps faulty; root-cause analysis, right-sizing and an uptime guarantee yield ~4.…
Peer-reviewedJournalJournal of Building Material Science2026#Energy EfficiencyDOI
Multi-Criteria Comparison of Mivan, EPS Panel and Fly Ash Geopolymer Systems for Sustainable Lean Housing in India
S. Wadalkar, Venushree S. Khanke, Sarang Joshi +6
Quasi-experimental comparison of Mivan aluminium formwork, EPS core panels, and fly ash geopolymer block masonry against conventional RCC-clay brick for a G+3 residential building in Pune, India. Mivan gave the largest schedule savings (54.…
Peer-reviewedJournalDiscover Sustainability2026#Energy EfficiencyDOI
A systematic review of low carbon construction across material, envelope, and building scales in hot and arid climates
Tasnim Khalaili, M. Imran Khan, Azzam Abu Rayash
A systematic review organizing low-carbon construction research across material, envelope, and building scales for hot and arid climates. It synthesizes decarbonization approaches in the building sector and highlights climate-specific desig…
Peer-reviewedJournalConstruction and Building Materials2026#Energy EfficiencyDOI
Synergistic utilization of ladle furnace slag and metakaolin for low-carbon cementitious materials: Fresh and hardened properties, microstructure, and carbon footprint
Xiaoyan Liu, Pengfei Wei, Lai Wei +6
This study develops low-carbon cementitious materials by synergistically combining ladle furnace slag, a steelmaking by-product, with metakaolin. It evaluates fresh and hardened properties and microstructure, and quantifies the carbon footp…
JournalFrontiers in Energy Efficiency2026#Energy EfficiencyDOI
Editorial: Advances in energy efficiency: design, technologies and policies
Mouloud Azzedine Denai, Shady Khalil
Editorial for a special issue on energy efficiency spanning design, technology and policy. It reviews multi-objective optimization for net-zero-energy building retrofits, PV cooling with bio-based phase-change materials in Sub-Saharan Afric…
Peer-reviewed🌍 GlobalJournalIndoor and Built Environment2026#Energy EfficiencyDOI
Impact of occupant-centric thermal control on operational carbon performance for building sustainability
Eun Ji Choi, Young Jae Choi, Min Chae Seo +2
Proposes an occupant-centric HVAC control framework integrating real-time metabolic rate (MET) and clothing insulation (CLO) via a feedback loop, validated through simulation (110 MET–CLO combinations), test-bed experiments (8 participants)…
Peer-reviewedJournalCeramics International2026#Energy EfficiencyDOI
Energy efficiency synergy, cost-benefit analysis, and thermo-economic analysis in the construction industry from a green finance perspective
Zhang M.
A study examining energy-efficiency synergy, cost-benefit analysis, and thermo-economic analysis in the construction industry through a green finance lens. Without an abstract, specifics are unverified, but the framing links energy-saving i…
ADIPEC2026#Energy EfficiencyDOI
Reducing Energy and CO2 Emissions in a Refinery, Through a SuperESCO Approach
A. Freeman
Oman's first large-scale SuperESCO project, delivered by OQ Alternative Energy, bundles investment-grade audits, financing, procurement and performance assurance under Energy Performance Contracts for refinery and industrial facilities. Mea…
ADIPEC2026#Energy EfficiencyDOI
Impact of Dry Docking on Sustainability: A Case Study of CO2 Reduction Under SEEMP
Muhammad Muneeb Ur Rehman, Usman Ali Rana
Using one year of pre/post dry-docking data from AHTS vessel MV Hadi, this study validates a time-based EEOI proxy for offshore support vessels under IMO's SEEMP framework. Average EEOI fell 17.9% (863.4 to 708.5 g CO2/GRT·h) and monthly fu…
Peer-reviewedJournalADIPEC2026#Energy EfficiencyDOI
Transforming Gas Plant Performance Through First-Principle Digital Twin Integration: Enhanced Visualization with Intelligent Engineering Deployment at GTPOGT, Turkmenistan
Kenny Then Soon Hung, Ng Teck Ming, Ahmad Firdaus B. Ab. Hapidz
First deployment of a first-principle digital twin at the GTPOGT gas processing plant in Turkmenistan, integrating steady-state process simulation with plant historian data and dashboards. Process studies identified optimization in hydrocar…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#Energy EfficiencyDOI
Experimental Evaluation of Geosynthetic Vegetation Substrate for Sustainable Green Roof Applications: Thermal Performance and Operational Carbon Mitigation
Jun Guo, Tong Li, Junhao Ye +5
A 10-month subtropical field experiment tested a lightweight green roof using geosynthetic vegetation substrate (GVS). It cut roof temperature by up to 29.70°C (avg 15.3°C) and cooling energy by 41%, yielding indirect carbon mitigation of 1…
Peer-reviewedJournalРОЗВИТОК МІСТА2026#Energy EfficiencyDOI
LOW-CARBON ENERGY MODERNIZATION OF CRITICAL INFRASTRUCTURE IN THE DIGITAL ECONOMY: TRANSITIONING WATER UTILITIES TO INDUSTRY 4.0/5.0 IN WARTIME
Iryna Mykolaivna Sotnyk, Oleksandr M. Matsenko, Chen Yingyou +1
Analyzes low-carbon energy modernization of Ukrainian water utilities under wartime grid stress. Finds energy use concentrates at intake and distribution stages, and that Industry 4.0/5.0 tools (VSDs, SCADA, IoT) cut operating costs 15–30%.…
Peer-reviewedJournalBuildings2026#Energy EfficiencyDOI
Reversible Bio-Based Prefabrication as a Carbon Sink: Whole-Life Cycle Assessment of a Straw Passive House in Germany
Nathalie Madeleine Santamaría-Herrera, Markel Arbulu, Alessandro Tonnarelli +2
An EN 15978 life-cycle assessment of a prefabricated straw-insulated Passive House in Germany. Straw insulation shows negative embodied carbon (−40 kg CO2e/m² at material level, −38 kg CO2e/m² for wall components), and whole-building embodi…
Peer-reviewedConferenceADIPEC2026#Energy EfficiencyDOI
Driving Decarbonisation at Scale: PETRONAS Upstream Energy Efficiency Strategy Through Multi-Pronged Solutions to Address Hard-To-Abate Combustion Emissions
Nenisurya Bt Hashim, Rajive Bansal, Tan Kah Shin +1
PETRONAS Upstream developed an ISO 50001-aligned Energy Landscape Assessment to target combustion emissions, projected to exceed 50% of operational emissions by 2030. Focusing on turbomachinery (>95% of facility energy use), it deployed fiv…
Peer-reviewedJournalApplied Water Science2026#Energy EfficiencyDOI
A universal household size driven mathematical model for indoor water consumption: application to Saudi Arabia and transferability to water-scarce regions
H. Abdul Wajid, Muhammad Bilal Riaz
This study builds an activity- and fixture-based mathematical model estimating daily indoor household water use as a function of household size, applied to Saudi Arabia. Per-capita consumption falls as household size rises (431.5 L/day for …
Peer-reviewedJournalEnvironmental safety and natural resources2026#Energy EfficiencyDOI
Methodological aspects of developing the market for eco-innovative green construction projects in the post-war reconstruction of the agri-food sector
T. Dyman, R. Zadorozhna, N. Dyman
This paper examines methodological aspects of developing the market for eco-innovative green construction projects in Ukraine's post-war agri-food reconstruction. It emphasizes integrating economic, environmental, and social dimensions thro…