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.
🌍 GlobalDatasete-space (Manchester Metropolitan University)2026#Energy EfficiencyDOI
Carbon-intensity scheduling delivers greater climate benefit than incremental code-level energy reductions
Michael Bane
This study shows that carbon-intensity-based scheduling of computation in time and space yields far greater emission reductions than code-level optimizations. For matrix operations, implementation choices achieve 51x energy savings, and shi…
Preprint🇪🇺 EuropeZenodo2026#Energy EfficiencyDOI
Digital Interoperability for Building Renovation Passports: Supporting Sustainable Building Renovation and Decarbonisation
Barbosa, Gabriela, Almeida, Manuela
This paper focuses on digital interoperability for Building Renovation Passports (BRP), proposing a framework to support sustainable building renovation and decarbonization. It analyzes challenges in data standardization and information sha…
Peer-reviewedConferenceIop Conference Series Earth and Environmental Science2019#Energy EfficiencyDOI
Building envelope renovation for net zero energy building in hot humid climate
Boonyaputthipong C.
This paper examines the potential of building envelope renovation to achieve net zero energy building (NZEB) in hot-humid climates. It evaluates combinations of insulation and window improvements to reduce energy consumption, offering insig…
Peer-reviewed🇨🇳 ChinaJournalAdvanced Electromagnetics2026#Energy EfficiencyDOI
Research on Low-Carbon Operation Mechanism and Environmental Value Transformation of Waste Feed Resource Utilization Equipment under a Dual-Carbon Background
R. Zhao, Yu Zhang, J. Cao +3
This study develops a carbon flow traceability model for waste feed resource utilization equipment, proposing moisture-based load-following control and a multi-machine energy efficiency redistribution strategy. Experiments show 20% energy r…
Peer-reviewedJournalAnaesthesia2026#Energy EfficiencyDOI
Interpreting cost‐effectiveness in low‐carbon anaesthesia
Stjepan Škudar
This paper focuses on interpreting cost-effectiveness in low-carbon anaesthesia, discussing how decarbonization efforts in healthcare should be evaluated from an economic perspective. Specific methods and results are unclear, but it likely …
🇺🇸 USAJournalKiltHub Repository2026#Energy EfficiencyDOI
Purposeful Play: Serious, pervasive, energy games bridge the energy efficiency gap
Malini Srivastava
Buildings in the US consume ~40% of energy and emit 38% of GHGs, yet the energy efficiency gap persists. This dissertation proposes using serious pervasive games to address heterogeneous consumer needs and promote energy-saving behavior and…
Peer-reviewedJournalCanadian journal of civil engineering (Print)2026#Energy EfficiencyDOI
Advancing Mass Timber Construction: Insights into Hygrothermal Behavior and Field Monitoring of Engineered Wood Structures
Dipendra Paneru, Subash Koirala, P. Mukhopadhyaya
This paper reviews hygrothermal behavior and field monitoring of mass timber (CLT, glulam) buildings, highlighting moisture management challenges due to wood's hygroscopic nature. It examines modeling approaches including numerical simulati…
Peer-reviewed🇨🇳 ChinaJournalEnergies2026#Energy EfficiencyDOI
Assessing the Relative Climate Mitigation Effects of Energy Efficiency, Conventional Energy, and Environmental Taxes in Australia: Evidence from a Dynamic ARDL Model
Eugene Misa Darko, Doris Arthur
Using Australian data from 1990-2020 and a dynamic ARDL model, this study finds that energy efficiency (EE) has the largest short-run mitigating effect on CO2 emissions, followed by environmental taxes and renewables, while non-renewable en…
Peer-reviewed🇨🇳 ChinaJournalAdvanced Electromagnetics2026#Energy EfficiencyDOI
Research on Optimization Combination of Heat Transfer Coefficient and Solar Heat Gain Coefficient of Plastic Doors and Windows in Frigid Regions and Carbon Reduction Pathways under the Target of Ultra-Low Energy Consumption
M. Zhang
This study optimizes the combination of U-value and solar heat gain coefficient (SHGC) for plastic doors and windows in ultra-low energy buildings in frigid regions. Using a genetic algorithm and weighted entropy method within a multi-objec…
Peer-reviewedJournalApplied Energy2026#Energy EfficiencyDOI
Climate-responsive roof cooling strategies for low-energy carbon-neutral buildings: A nationwide comparative assessment of radiative sky cooling and green roofs
Jianheng Chen, Jinqin Zhong, Zhongzheng Chen +5
This paper compares radiative sky cooling and green roofs for carbon-neutral buildings nationwide, identifying climate-responsive optimal strategies. It quantifies energy savings and CO2 reduction potential, offering practical insights for …
Peer-reviewedJournalDiscover Sustainability2026#Energy EfficiencyDOI
Development of low-carbon biocomposite from rice husk waste fiber for thermal insulation in climate-adaptive buildings
Mohammad Aliff Shakir, Junfeng Zhu, Liu Mengtian +1
This study develops a biocomposite from rice husk waste and polyvinyl alcohol (PVOH) for building insulation. At 10% PVOH, it achieves thermal conductivity of 0.245 W/m·K and flexural strength of 12.27 MPa, showing promise as a low-carbon, …
Peer-reviewed🇨🇳 ChinaJournalAdvanced Electromagnetics2026#Energy EfficiencyDOI
Construction of Dynamic Cost Control Model and Cost Optimization Research for Green Buildings Empowered by Low-Carbon Technology
X. Y. Xu, S. N. Sun, X. G. Zhao
This study constructs a dynamic cost control model for green buildings enabled by low-carbon technology, integrating system dynamics and BP neural networks to improve prediction accuracy. Empirical validation shows a reduction in design-sta…
Peer-reviewed🇪🇺 EuropeJournalScientific Reports2026#Energy EfficiencyDOI
A global, proxy-based assessment of building climatization vulnerability
P. Florio, J. H. Uhl, P. Politis +4
Using building compactness and construction epoch as proxies, this study assesses global building energy efficiency and identifies vulnerable areas home to 48 million people, potentially increasing by 10-30% by 2100. It reveals stark dispar…
Peer-reviewed🇪🇺 EuropeJournalHeliyon2020#Energy EfficiencyDOI
Toward a sustainable mitigation approach of energy efficiency to greenhouse gas emissions in the European countries
Akdag S.
This paper analyzes the impact of energy efficiency improvements on greenhouse gas emissions in European countries, arguing for energy efficiency as a sustainable mitigation approach. It offers insights for policy-making and investment deci…
Peer-reviewedJournalEnvironmental and Sustainability Indicators2026#Energy EfficiencyDOI
When green buildings are not yet net-zero: The role of System Readiness Misalignment in urban Vietnam
Truong D.D.
This paper analyzes why green buildings in urban Vietnam fall short of net-zero targets, introducing the concept of 'System Readiness Misalignment.' It suggests that building-level certification alone is insufficient; the readiness of the p…
Peer-reviewedJournalSustainability2026#Energy EfficiencyDOI
Construction Material Flow Intelligence (CMFI): A Project-Level Framework Integrating Material Stocks, Waste Flows, and Decision Support for Sustainable Building Delivery
N. Albelwi
This paper proposes CMFI, a decision-support framework for construction projects that converts routine documentation into performance indicators and operational signals to reduce material waste and embodied carbon. An illustrative case of a…
🌍 GlobalDatasetZenodo (CERN European Organization for Nuclear Research)2026#Energy EfficiencyDOI
Hot or cold: what should retrofits target
May Zune
This study evaluates the decarbonization impact of building retrofits, using data from COMMSENG-25-0286. It examines what retrofits should target to maximize energy efficiency and emissions reduction, offering insights for policy and invest…
Peer-reviewed🇺🇸 USAJournalAnnals of Internal Medicine2026#Energy EfficiencyDOI
Rethinking the Global Transition to LED Lighting: Balancing Energy Efficiency With Human Physiology
Dong-wouk Park, Kevin Winthrop
This paper examines the global transition to LED lighting, highlighting the trade-off between energy efficiency gains and potential adverse effects on human physiology, such as circadian rhythm disruption. It argues for a balanced approach …
Peer-reviewedJournalInternational journal of computer information systems and industrial management applications2026#Energy EfficiencyDOI
Lignin-Engineered Self-Sensing Composites: A Materials Framework for Sustainable Buildings
Mahantayya K Hiremath, Sharmila A, Gopal Malba Alapure +4
This paper proposes a framework integrating lignin-based matrices and conductive sensors into natural fiber composites (NFCs) for sustainable buildings. It reviews studies showing improved mechanical properties and sensing capabilities, but…
Peer-reviewedJournalJournal of Thermal Analysis and Calorimetry2026#Energy EfficiencyDOI
Advanced thermal management strategies for net-zero energy green buildings: a comprehensive review
Palak Tiwari, Archana Soni, Arvind Mittal
This review systematically organizes thermal management strategies (insulation, thermal storage, natural ventilation, renewable integration) for achieving net-zero energy buildings, discussing contributions to energy efficiency and CO2 redu…