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.
🇪🇺 EuropeJournalLirias2026#Energy Efficiency
Towards net-zero carbon facades. (Bio)-circular strategies for Curtain Walls retrofitting
Camilla Vertua
This research proposes a circular retrofitting strategy for office building curtain walls (CW) combining mycelium-based composite (MBC) insulation and glass recycling. It evaluates two retrofit scenarios via comparative LCA tailored to Ital…
DatasetZenodo (CERN European Organization for Nuclear Research)2026#Energy EfficiencyDOI
Supplementary data for multi-objective decision support for cost–carbon–process-hour trade-offs in prefabricated cold-formed steel residential framing
Kevin Ramani, J H Lim, Kris Roy +3
This paper provides supplementary data for a multi-objective optimization model that trades off cost, carbon emissions, and process hours in prefabricated cold-formed steel residential framing. Based on a New Zealand case study, it includes…
DatasetZenodo (CERN European Organization for Nuclear Research)2026#Energy EfficiencyDOI
Supplementary data for multi-objective decision support for cost–carbon–process-hour trade-offs in prefabricated cold-formed steel residential framing
Kevin Ramani, J H Lim, Kris Roy +3
This study provides a multi-objective optimization framework for cost, carbon emissions, and process hours in prefabricated steel residential framing, using a New Zealand case study. The supplementary data includes models, diagnostics, and …
Peer-reviewedJournalMaterials2026#Energy EfficiencyDOI
Characterization of Carbon Dust on the Anode Surface in the Hall–Héroult Process
S. Pietrzyk
This study characterizes carbon dust adhesion on the anode surface induced by the anode effect in the Hall–Héroult process. Using a vertical electrode setup, it provides direct evidence of electrophoretic transport and shows that micro-arc …
Peer-reviewed🇪🇺 EuropeJournalEnergies2026#Energy EfficiencyDOI
Decarbonization Assessment of External Wall Systems: Thermal Transmittance and Cradle-to-Gate Embodied Carbon Comparison of Conventional and Modular Configurations
Anita Terjék, Klára Tóthné Szita, Viktoria Mannheim
This paper compares three external wall configurations (uninsulated masonry, ETICS retrofitted, and SIP modular) for a typical Hungarian house, evaluating thermal transmittance and cradle-to-gate embodied carbon. The SIP system achieves the…
Peer-reviewed🇺🇸 USAJournal2026#Energy EfficiencyDOI
Exploiting Hybrid Energy Storage to Minimize the Carbon Footprint of AI Data Centers
Simon Wu, Xiaorui Wang
This paper proposes a method leveraging hybrid energy storage (battery + hydrogen) to minimize the carbon footprint of AI data centers under intermittent renewable energy and non-deferrable inference workloads. It demonstrates carbon reduct…
Peer-reviewed🇨🇳 ChinaJournalBuildings2026#Energy EfficiencyDOI
Computational Design for Low-Carbon and Climate-Responsive Architecture and Urban Environments
Xuan Ma, Juan Ren, Q Zhang
This paper explores computational design methods for achieving low-carbon and climate-responsive architecture and urban environments. It integrates carbon reduction targets into the design process, offering strategies to improve building en…
Peer-reviewedJournalDiscover Sustainability2026#Energy EfficiencyDOI
Impact of campus development policies on sustainable energy management in selected universities in the Niger Delta region, Nigeria
Aniefon Essien, Eghosa Ekhaese, Daniel Babalola
This study examines factors influencing sustainable energy management (SEM) in six public universities in Nigeria's Niger Delta region. Findings show that policy framework and institutional planning are the strongest predictors (R²=0.718), …
Peer-reviewedJournalArchitecture, Structures and Construction2026#Energy EfficiencyDOI
Advancing sustainable heritage conservation: thermal performance and policy frameworks for laterite-based architecture in tropical climates
K. Nikam, Lakshmisagar Shetty, Y. Birjerane
This paper evaluates the thermal performance of laterite-based architecture in tropical climates and proposes policy frameworks for sustainable heritage conservation. It integrates energy efficiency with traditional materials, offering insi…
Peer-reviewed🌍 GlobalJournalEnergies2026#Energy EfficiencyDOI
Determinants of Industrial CO2 Emissions in the GCC: The Role of Energy Efficiency, Electricity Consumption, and Economic Factors
Jawaher Binsuwadan, Dhay Alshughaythiri, Raghad Albaqami +1
This study examines determinants of industrial CO2 emissions in GCC countries (2004–2022). Short-run: energy intensity is the only significant driver. Long-run: energy intensity increases emissions while trade openness reduces them. Oil con…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#Energy EfficiencyDOI
Allocation Efficiency and Shadow Prices of Energy Inputs in China: A Multi-Energy Approach
Ziye Cheng, Di Wu, Li Liu +3
This study uses a stochastic frontier model to measure allocative inefficiency of coal, oil, natural gas, and electricity/heat in Chinese provinces from 2005 to 2022. It finds technical and allocative efficiency below 1, with labor and ener…
Peer-reviewedJournalPolityka Energetyczna – Energy Policy Journal2026#Energy EfficiencyDOI
Strategies for enhancing the energy efficiency of ships within the framework of global decarbonization
Ketevan Kutateladze, Tamar Rostiashvili, Maia Soselia +2
This paper systematically examines strategies to enhance ship energy efficiency in the context of global decarbonization. It evaluates measures such as route optimization, hull design improvements, and alternative fuel adoption, analyzing t…
Peer-reviewedJournalGreen Energy and Fuel Research2026#Energy EfficiencyDOI
Accelerating Decarbonization in Public Institutions: A Scalable Model for LED Lighting Retrofits
Wei Gao, Raymond Chong Ong Tang, Hwai Chyuan Ong
This study assesses LED lighting retrofits for a university building in Malaysia. It finds that replacing 1831 fluorescent lamps with LEDs reduces annual lighting energy use by 44.7% (70,810 kWh). Payback periods range from 1.90 to 2.21 yea…
Peer-reviewedCNJournalEconomic Analysis and Policy2025#Energy EfficiencyDOI
Tapping the potential of green finance: Can energy efficiency credit drive traditional industries to green? Evidence from China
Chi G.
This paper explores the potential of energy efficiency credit to drive traditional industries towards greener practices, based on evidence from China. It empirically assesses how green finance mechanisms can facilitate industrial transition…
Peer-reviewedCNJournalSustainability Switzerland2025#Energy EfficiencyDOI
The Impacts of Green Finance Reforms on Urban Energy Efficiency in China
Shao W.
This study examines the effect of green finance reforms on urban energy efficiency in China. Using panel data, it finds that green finance policies significantly improve energy efficiency, with heterogeneous effects across regions.
Peer-reviewedCNJournalAsian Journal of Economic Modelling2026#Energy EfficiencyDOI
Exploring the impact of green finance development on energy efficiency in China: Evidence from panel data and threshold modelling
Tang Y.
This paper examines the impact of green finance development on energy efficiency in China using panel data and threshold modeling. It finds that green finance significantly improves energy efficiency, but the effect is nonlinear and depends…
Peer-reviewedJournalInternational Journal of Hydrogen Energy2017#Energy EfficiencyDOI
Influences of solar energy on the energy efficiency design index for new building ships
Zhu Y.
This paper examines the impact of integrating solar energy on the Energy Efficiency Design Index (EEDI) for new ships. It analyzes how onboard solar power affects EEDI calculations and contributes to CO2 reduction in maritime transport.
Peer-reviewedJournalInternational Journal of Environmental Science and Technology2021#Energy EfficiencyDOI
Analysis of a wastewater treatment plant for energy consumption and greenhouse gas emissions
Sharawat I.
This paper analyzes energy consumption and greenhouse gas emissions at a wastewater treatment plant. It examines process efficiency and emission reduction opportunities, likely using empirical data from a specific facility. The study provid…
Peer-reviewedJournalChemical Engineering and Technology2008#Energy EfficiencyDOI
Reduction of energy consumption and greenhouse gas emissions in a plant for the separation of amines
Jantes-Jaramillo D.
This paper examines methods to reduce energy consumption and greenhouse gas emissions in an amine separation plant, likely through process optimization or technological improvements to lower environmental impact.
Peer-reviewed🌍 GlobalJournalInnovative Infrastructure Solutions2026#Energy EfficiencyDOI
An overview of smart windows in Passivhaus design for enhanced energy efficiency and comfort in net-zero buildings
Moreno-Rangel A.
This paper provides an overview of smart window technologies in the context of Passivhaus design for net-zero buildings. It discusses how smart windows can enhance energy efficiency and occupant comfort, and their integration with Passivhau…