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.
Preprint🇪🇺 EuropeZenodo2026#Energy EfficiencyDOI
Implementing Resource Efficiency in the Food Industry: LEAPto11 Project Case Studies
Georgios Gkoumas, Aristetelis Botzios-Valaskakis
LEAPto11, an EU LIFE co-funded project, supports Member States in implementing Article 11 of the recast Energy Efficiency Directive. It pilots an integrated audit methodology combining energy efficiency, water management and circular econom…
PreprintZenodo2026#Energy EfficiencyDOI
HeatPumpLab
Walmsley, Timothy Gordon
HeatPumpLab provides Python models of high-temperature heat pump cycles for industrial process heat, including recuperative, cascade, MVR, sCO2 Brayton and steam-generating configurations. It uses CoolProp or REFPROP fluid properties and ru…
Peer-reviewedJournalEquivalent: Jurnal Ilmiah Sosial Teknik2026#Energy EfficiencyDOI
Emissions–Energy Efficiency Gap and Decarbonization Roadmap Priorities in an Indonesian State-Owned Refinery (PT KPI)
Arie Gumilar, S Silviana, Sri Widodo Agung Suedy
A single-case study of Indonesian state-owned refiner PT KPI evaluates its 2026–2030 decarbonization roadmap using a TOWS matrix and Dynamic Capability Theory. Scope 1+2 emissions fell ~16.3% (2020–2024), yet the 2023 Energy Intensity Index…
Peer-reviewedJournalEuropean Spatial Research and Policy2026#Energy EfficiencyDOI
Housing affordability in Croatian large housing estates in the light of energy renovation and green transition
Anamaria Klasić, Anđelina Svirčić Gotovac
This study examines housing affordability in Croatia's large housing estates amid energy renovation, using surveys, focus groups, and expert interviews. Residents report lower satisfaction with energy efficiency and building appearance, esp…
DatasetFigshare2026#Energy EfficiencyDOI
Energy Efficiency, Thermal Dynamics, and Carbon Footprint Metrics in Commercial Cloud Kitchens: A Systematic Review
Ajeet Kumar Lal Mohan, Raman Utkarsh Janaki
A PRISMA 2020 systematic review of 34 studies on commercial cloud kitchens. LPG open burners convert only 32-55% of fuel energy to useful heat, while high-frequency induction hobs transfer 84-90% directly to cookware. Induction shortens coo…
Peer-reviewedJournalZenodo (CERN European Organization for Nuclear Research)2026#Energy EfficiencyDOI
Green AI Strategies for Reducing Energy Consumption and Carbon Emissions in Industrial Systems: Green AI: Industrial Energy and Carbon Reduction
Vaishnavi Vadane, Bangar Abhishek P., Sachin Balasaheb Bhosale +1
This review surveys Green AI applications in industry—energy forecasting, predictive maintenance, process optimisation, digital twins, and carbon-aware operation—while also accounting for AI's own energy and carbon footprint. Reported benef…
Peer-reviewedJournalBuilding and Environment2026#Energy EfficiencyDOI
Revealed preferences of residential decarbonization: Real estate agents and marketing sustainability amenities
Erin Heinz, Nellie Amosi, Benjamin K. Sovacool +2
This study appears to examine how real estate agents market sustainability and decarbonization amenities in residential listings, using a revealed-preference lens. Without an abstract, methods and findings are unclear, but the focus is like…
🇪🇺 EuropeHeat Transfer2026#Energy EfficiencyDOI
Surrogate Model Assisted Predesign, Experimental Validation and Optimization of Shell and Tube Heat Exchangers in High Temperature Heat Pumps
S. Kopparthy, Michael Lockan, P. Stathopoulos
This study replaces conventional Nusselt correlations with Gaussian-process and neural-network surrogate models trained on a CFD database to predesign shell-and-tube heat exchangers in a reverse-Brayton high-temperature heat pump (CoBra) ab…
Peer-reviewed🇨🇳 ChinaJournalEnergy2026#Energy EfficiencyDOI
Multi-Objective Optimization and Multi-Criteria Decision-Making for Building Carbon Reduction Technology Combinations under Dynamic Carbon Target Constraints
Shaoqin Xue, Yuanfeng Wang, Yinshan Liu +5
This study addresses optimizing combinations of building carbon-reduction technologies under dynamic carbon target constraints. It appears to combine multi-objective optimization with multi-criteria decision-making to evaluate technology po…
JournalIGI Global eBooks2026#Energy EfficiencyDOI
Carbon-Aware Computing for Sustainable Data Centre Management
G. B. Sophia Shalini
A systematic review of 45 studies, industry reports and policy documents (2019–2026) on carbon-aware computing for data centres, whose electricity demand is projected to nearly double from 415 TWh in 2024 to 945 TWh by 2030. It compares dyn…
Peer-reviewedJournalInternational Journal of Plant Production2026#Energy EfficiencyDOI
Legumes integration and nitrogen recalibration for the development of a low-carbon, energy-efficient sugarcane production system in Pakistan
Abdul Khaliq, Muhammad Zia Ul Haq, Muhammad Ehetisham ul Haq +3
A study on building a low-carbon, energy-efficient sugarcane production system in Pakistan through legume integration and nitrogen recalibration. Details are unavailable as no abstract was provided, but the work appears to target agricultur…
Peer-reviewed🇨🇳 ChinaJournalBuilding and Environment2026#Energy EfficiencyDOI
Scenario Simulation and Targeted Technology Identification of Low-Carbon Renewal in Typical Residential Neighborhoods from the Perspective of Carbon Metabolism Evaluation
Xiaoying Ding, Shuqi Zhao, G Wang +1
A study applying a carbon metabolism evaluation framework to simulate low-carbon renewal scenarios in typical residential neighborhoods and identify targeted technologies. It offers scenario comparison and technology prioritization for deca…
Peer-reviewed🇨🇳 ChinaJournalBuilding and Environment2026#Energy EfficiencyDOI
Ten Questions Concerning Low-Carbon, High-Comfort Integrated Lighting
Natalia Giraldo Vásquez, David Geisler‐Moroder, Ricardo Forgiarini Rupp +5
A review organized around ten critical questions on decarbonizing building lighting, framed by IEA SHC Task 70 / EBC Annex 90. It examines country- and typology-specific decarbonization potential, alignment of human-centric lighting with ca…
Peer-reviewed🇨🇳 ChinaJournalBuildings2026#Energy EfficiencyDOI
Comparative Life Cycle Assessment of Vertical Greenery Systems in High-Density Residential Retrofits: Carbon, Thermal, and Water Trade-Offs Under Climate Variability
Yicun Pang, Junxue Zhang, Ashish T. Asutosh +1
A cradle-to-grave LCA compares modular living walls and green facades in high-density residential retrofits across two climate zones. Living walls carry 144.42 kgCO2eq/m2 embodied carbon (10.5x the facade's 13.74) and carbon payback of 22.7…
Peer-reviewedJournalJournal of Built Environment and Geological Research2026#Energy EfficiencyDOI
Retrofitting Existing Residential Buildings for Energy-Efficient Indoor Cooling in Tropical Climates: A Framework for Affordable Climate Adaptation
Michelle Ijato Ajene
A PRISMA 2020 systematic review of empirical retrofits for existing residential buildings in tropical climates. Reflective and cool roofs consistently cut indoor heat, with shading, insulation and ventilation adding benefits; affordable ret…
JournalRiver Publishers eBooks2026#Energy EfficiencyDOI
Guide to Energy Management
Eric Mazzi
A revised edition of a leading textbook for energy managers and professionals. It covers energy auditing, life-cycle costing, boilers, steam systems, controls, insulation, compressed air, renewables, distributed generation, and green buildi…
JournalRiver Publishers eBooks2026#Energy EfficiencyDOI
Industrial and Process Energy Efficiency
Eric Mazzi
Industry accounts for roughly 24% of global GHGs (24% US, 37% Canada), rising to about 33% when indirect Scope 2 emissions are included. This introductory chapter argues that industrial efficiency and decarbonization are essential to net-ze…
Peer-reviewed🇨🇳 ChinaJournalInternational Review of Economics & Finance2026#Energy EfficiencyDOI
Can Digital Transformation Resolve the Inherent Conflict Between Energy Efficiency and Energy Security?
Junfeng Yuan, Huaming ZHANG
Using Chinese A-share firms 2001–2023, this study examines how the link between digital transformation and corporate energy resilience varies with energy efficiency. The interaction is positive and significant: digitalization lowers resilie…
Peer-reviewed🇨🇳 ChinaJournalACS Sustainable Chemistry & Engineering2026#Energy EfficiencyDOI
One-Pot Green Synthesis of Low-Viscosity Acetal Epoxy Resins for Diluent-Free Industrial Processing and Closed-Loop Recycling of Carbon Fiber Composites
Dehang Yang, Shuai Du, Shanshan Dai +2
A one-pot, purification-free synthesis yields a low-viscosity acetal epoxy (BCAE, 1.9 Pa·s) enabling diluent-free vacuum resin infusion of CFRPs. The cured network offers catalyst-free thermal reprocessing and mild acid degradation, allowin…
Peer-reviewed🇨🇳 ChinaJournalAdvances in Economics Management and Political Sciences2026#Energy EfficiencyDOI
Research on Integrated Pathways of Low-Carbon Technologies in Sustainable Buildings: Based on the Life Cycle Assessment Method
Jiakun Liu
Using life-cycle assessment (LCA), this study maps integration pathways for low-carbon technologies in sustainable buildings. Through literature review and comparative case analysis, it examines four technology types—low-carbon materials, p…