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.
🌍 Global📚 Peer-reviewed · JournalSustainable Energy Technologies and Assessments2026#Energy EfficiencyDOI
Energy efficiency and decarbonization in the paper industry: A review of drying technology and high-temperature heat pumps
Osama Ali Ahmed Awan, Johannes Lunewski, Jay Raval +3
This review examines energy efficiency and decarbonization in the paper industry, focusing on drying technology and high-temperature heat pumps. It discusses technical options and industry-specific challenges, providing a useful overview fo…
📚 Peer-reviewed · ConferenceLecture Notes in Mechanical Engineering2026#Energy EfficiencyDOI
Enablers of Synergy Between Lean Manufacturing and Net Zero: A Cause-Effect Analysis in the Indian Context
Kumar R.
This study analyzes enablers for synergy between lean manufacturing and net zero in Indian manufacturing. Using cause-effect analysis, it identifies key factors that simultaneously improve efficiency and reduce emissions.
🇨🇳 China📚 Peer-reviewed · JournalScientific Reports2026#Energy EfficiencyDOI
A comprehensive investigation of energy consumption and carbon emissions for a new type of cold mix asphalt technology
Qian Guo, Z Wang
This study quantifies energy consumption and carbon emissions across production stages for a new cold mix asphalt (New-CMA) using IPCC methods. Compared to hot mix asphalt, it achieves 48% lower total energy use and 40% lower carbon emissio…
📚 Peer-reviewed · JournalApplied Thermal Engineering2026#Energy EfficiencyDOI
Low-carbon-equipment-oriented combustion performance enhancement: Integrated sensitivity analysis and extended Kalman filter-assisted dynamic non-dominated sorting genetic algorithm II
Deyue Qin, Jianxiang Xu, Shan Jiang +2
This paper proposes an optimization method to enhance combustion performance for low-carbon equipment, integrating sensitivity analysis and genetic algorithms. It aims to achieve efficient combustion control, contributing to carbon neutrali…
📚 Peer-reviewed · JournalInternational Science and Technology Journal2026#Energy EfficiencyDOI
A Review of Gas Turbine Emissions: From Environmental Challenge to Diagnostic Tool
Hussein A M Hussein
This review examines the intersection of gas turbine condition-based maintenance and climate change, emphasizing emissions monitoring for operational efficiency and environmental sustainability. It highlights AI and data analytics advanceme…
📚 Peer-reviewed · JournalBuildings2026#Energy EfficiencyDOI
Trustworthy Data-Driven Hybrid Modeling of Building Energy Performance and Greenhouse Gas Emissions
Abdulkadir Gungor, Ahmet Nur, Sabir Rustemli +5
This study develops a hybrid data-driven framework combining machine learning and emission factor rescaling to predict campus-wide CO2 emissions. An Artificial Neural Network achieved the best predictive performance (RMSE=2.13 ton/year, R²=…
📚 Peer-reviewed · JournalEnergy Conversion and Management: X2026#Energy EfficiencyDOI
Integrating high temperature heat pumps in paper drying processes as a step towards decarbonization
Afsaneh Norouzian, Sebastian Dickler, Isabel Kuperjans
This paper explores integrating high temperature heat pumps into paper drying processes to reduce industrial carbon emissions. It evaluates energy savings and feasibility, offering insights for decarbonization strategies in the paper indust…
🇺🇸 USA📚 Peer-reviewed · JournalArchitecture2026#Energy EfficiencyDOI
AI-Enhanced Urban Building Energy Modeling for Health-Driven Decarbonization in Vulnerable Communities
Narjes Abbasabadi, Teresa F. Moroseos, Mehdi Ashayeri +1
This paper presents a scalable urban building energy modeling framework integrating machine learning and physics-based simulations to prioritize health-driven retrofit strategies for decarbonization. Applied to Seattle's Duwamish Valley, th…
CN📚 Peer-reviewed · JournalConstruction and Building Materials2026#Energy EfficiencyDOI
Explore the effect of sodium-based desulfurization ash on the regulation of calcium carbide residue activated coal gasification slag-based low-carbon cementitious materials: Mechanical properties, hydration mechanism and ecological compatibility
Xiaowei Ge, Xiaowei Gu, Jinchi Han +7
This study investigates the effect of sodium-based desulfurization ash on low-carbon cementitious materials activated by calcium carbide residue and coal gasification slag. It evaluates mechanical properties, hydration mechanism, and ecolog…
📚 Peer-reviewed · JournalEnergy and Buildings2026#Energy EfficiencyDOI
Energy efficient microwave drying of thick layer sewage sludge enabled by SiC reinforcement for low carbon construction material valorization
Kaihan Xie, Ziad Ahmed, Chengyao Li +2
This study proposes microwave drying of thick sewage sludge with SiC reinforcement, achieving energy efficiency and valorization into low-carbon construction materials. It contributes to waste reduction and CO2 emission mitigation.
🌍 Global📚 Peer-reviewed · JournalSustainability2026#Energy EfficiencyDOI
Building Form and Site Conditions for Sustainable Low-Carbon Design: Evidence from Building Energy Consumption in Seoul, South Korea
Byunghak Min, Jiangjiang Shao, Jooseok Oh
This empirical study from Seoul uses Gamma regression to analyze how building form, scale, and topography affect summer electricity consumption. It finds that compact building shapes reduce energy use, vertical expansion is more efficient t…
📚 Peer-reviewed · JournalInnovative Infrastructure Solutions2026#Energy EfficiencyDOI
Development of a low-carbon ternary binder using activated GGBS and fly ash for high-performance rigid pavement concrete
Suhas U. Pandit, Vilas K. Patil
This study develops a low-carbon ternary binder using activated ground granulated blast-furnace slag (GGBS) and fly ash for high-performance rigid pavement concrete. It aims to reduce CO2 emissions by minimizing cement content while maintai…
🇪🇺 Europe📚 Peer-reviewed · JournalInternational Sustainable Energy Conference - Proceedings2026#Energy EfficiencyDOI
Energy and Greenhouse Gas Emission Savings Through Serial Renovations by Applying the RENVELOPE System in Austria
Alexis Mundt, Wolfgang Amann, Florine Leighton
This study evaluates the potential of serial renovations using the RENVELOPE system in Austria, estimating about 71,500 buildings could be renovated, achieving average reductions of 73% in final energy demand and 75% in GHG emissions per bu…
🇪🇺 Europe📚 Peer-reviewed · JournalSustainability2026#Energy EfficiencyDOI
Decarbonization-Oriented Selection of Heating, Ventilation and Domestic Hot Water Systems in Multi-Family Buildings: Economic, Environmental, and Social Perspectives
Michał Kosakiewicz, Wiktor Sitek, Małgorzata Kurcjusz +1
This study proposes a decarbonization-oriented selection framework for heating, ventilation, and domestic hot water systems in multi-family buildings. It compares conventional and low-carbon systems (heat pumps with renewables) using energy…
CN📚 Peer-reviewed · JournalEnergy2026#Energy EfficiencyDOI
New insights into how digitalization is driving decarbonization in Chinese enterprises: Cost-saving or efficiency-enhancing ?
Hong-xing Wen, Zhi-qi Zeng, Chang-sheng Zou +2
This empirical study examines how digitalization drives decarbonization in Chinese enterprises, comparing cost-saving and efficiency-enhancing pathways. It finds that efficiency gains, rather than cost reductions, are the primary channel th…
ReportModeling Design and Optimization of Net Zero Energy Buildings2015#Energy EfficiencyDOI
Modeling, design, and optimization of net-zero energy buildings
Athienitis A.
This paper presents methods for modeling, design, and optimization of net-zero energy buildings. It covers strategies to minimize energy use and integrate renewable energy sources to achieve net-zero performance, offering insights for build…
🌍 Global📚 Peer-reviewed · JournalEnergy for Sustainable Development2022#Energy EfficiencyDOI
Comparative review of international approaches to net-zero buildings: Knowledge-sharing initiative to develop design strategies for greenhouse gas emissions reduction
Satola D.
This paper compares international approaches to achieving net-zero buildings and aims to develop design strategies for greenhouse gas emission reduction through knowledge sharing. It analyzes policies and technologies across countries to pr…
🇨🇳 China📚 Peer-reviewed · JournalSustainable Cities and Society2026#Energy EfficiencyDOI
Energy-logistics mutual feedback driven multi-agent dynamic interactive game model for low-carbon ports: towards synergistic improvement of energy utilization and logistics management efficiency
You-Yuan Liu, Hao-Jie Zhu, Ling-Ling Li +1
This paper proposes a multi-agent dynamic interactive game model driven by energy-logistics mutual feedback for low-carbon ports, aiming to synergistically improve energy utilization and logistics management efficiency. The model demonstrat…
📚 Peer-reviewed · JournalJournal of Building Engineering2026#Energy EfficiencyDOI
Designing Low-Carbon Cement Composites via Biochar Incorporation and Recycled Basalt Fiber Reinforcement
Ahmed A. Alawi Al-Naghi, Khaled Mohamed Elhadi, Nejib Ghazouani +1
This study proposes a new design for low-carbon cement composites using biochar and recycled basalt fiber, aiming to reduce CO2 emissions while maintaining mechanical strength.
DatasetMendeley Data2026#Energy EfficiencyDOI
Green remodeling as a pathway toward low-carbon buildings
Jitae Kim
This paper evaluates green remodeling as a pathway to low-carbon buildings using input-output analysis. It quantifies both economic and environmental co-benefits, showing that remodeling reduces CO2 and stimulates economic activity.