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.
CN📚 Peer-reviewed · JournalOpen MIND2026#Energy EfficiencyDOI
Optimisation of Low-Rise Lightweight Steel-Framed Residential Building Design in China’s Hot-Summer-Cold-Winter Zone by Life-Cycle Carbon Analysis
Yang, Yang
This study optimizes low-rise lightweight steel-framed residential building design in China's hot-summer-cold-winter zone using life-cycle carbon analysis. It evaluates CO2 emissions from construction, operation, and demolition, proposing d…
🇨🇳 China📚 Peer-reviewed · JournalTrends in Food Science & Technology2026#Energy EfficiencyDOI
Next-generation plant-based food drying technology: Achieving low-carbon, collaborative, and high-value transformation through industry 5.0 empowerment
Yize Yin, Min Zhang, Chung Lim Law +1
This paper explores low-carbon drying technology for plant-based foods from an Industry 5.0 perspective. It proposes collaborative innovation and high-value transformation, aiming to improve energy efficiency and reduce environmental impact…
🇨🇳 China📚 Peer-reviewed · JournalBuildings2026#Energy EfficiencyDOI
Comparative Life Cycle Assessment of Typical Low-Carbon Retrofit Measures for an Old Residential Community: A Case Study in Zhejiang Province, China
Yi Wei, Renfu Jia, Qiyue Du +5
This study compares four low-carbon retrofit measures (efficient lighting, greening, rooftop PV, electrification) in a Chinese residential community using life cycle assessment. Results: lighting reduces 77.8% of lighting emissions; rooftop…
🌍 Global📚 Peer-reviewed · JournalUnconventional Resources2026#Energy EfficiencyDOI
Machine learning-embedded energy cost optimization for hybrid flow shop scheduling toward low-carbon industrial energy systems
Latifa Dekhici, Khaled Guerraiche, Aykut Fatih Güven +3
This study proposes a framework integrating machine learning (Random Forest) with metaheuristics for energy-aware hybrid flow shop scheduling. Using real-world steel industry data under Algeria's time-of-use tariff, the model achieves up to…
📚 Peer-reviewed · JournalAdvanced Engineering Informatics2026#Energy EfficiencyDOI
Large language models-enhanced multi-timescale scheduling optimization in low-carbon industrial parks with multi-modal process memory
Tao Wu, Xinyu Li, Jie Li +3
This paper proposes a scheduling optimization method for low-carbon industrial parks using large language models and multi-modal process memory. It enables multi-timescale scheduling to enhance energy efficiency and support decarbonization.
🇨🇳 China📚 Peer-reviewed · JournalBuildings2026#Energy EfficiencyDOI
Enhancing Ultra-High-Performance Concrete with High-Titanium Slag Sand: A Sustainable Approach to Low Carbon Emissions
Bixiong Li, Chengcheng Yan, Lianghui Li +3
This study investigates the feasibility of using high-titanium slag sand (HTSS) as a sustainable alternative to quartz sand in ultra-high-performance concrete (UHPC). Incorporating HTSS accelerated cement hydration, enhancing compressive st…
🌍 Global📚 Peer-reviewed · JournalIconic Research and Engineering Journals2026#Energy EfficiencyDOI
Designing with Fabric Intelligence: An Interdisciplinary Architecture–Textile Framework for Low-Carbon and Inclusive Housing Delivery in Nigeria
Tajudeen Ajayi, Tope S. AYODELE, Tolulope Omotoso
This study proposes an interdisciplinary architecture-textile framework using 'fabric intelligence' for low-carbon, inclusive housing in Nigeria. A PRISMA systematic review and quantitative analysis of 58 studies shows textile-informed stra…
🇨🇳 China📚 Peer-reviewed · JournalJournal of Building Engineering2026#Energy EfficiencyDOI
Mechanical and microstructural properties of low-carbon engineered cementitious composites containing carbonated recycled fine aggregates
Meng Chen, Yulin Ge, Junqi Sun +2
This study investigates the effects of replacing fine aggregates with carbonated recycled fine aggregates (CRFA) (0%-100%) on the mechanical and microstructural properties of engineered cementitious composites (ECC). Results show that incre…
📚 Peer-reviewed · JournalJournal of the Air & Waste Management Association2026#Energy EfficiencyDOI
Experimental assessment of rheological behaviour and environmental impact of low-carbon cementitious paste with fly ash and GGBS
Abhiram Shukla, Pankaj Mishra, Harish Kizhakkumodom Venkatanarayanan
This study experimentally assesses the rheological behavior and environmental impact of low-carbon cement paste incorporating fly ash and GGBS. It quantifies the CO2 reduction potential and workability implications, offering insights for pr…
🌍 Global📚 Peer-reviewed · Journal2026#Energy EfficiencyDOI
SUSTAIN-VLM: Coordinated Data and Compute for Low-Carbon Vision Language Model Fine-Tuning
Hassan Khan, Sunbal Iftikhar, Steven Davy +1
SUSTAIN-VLM is a carbon-elastic framework that co-adapts data selection and model compute using real-time carbon intensity signals. It uses a carbon-elastic curriculum and emission-adaptive knobs, orchestrated by a constrained RL controller…
📚 Peer-reviewed · JournalEnergy Conversion and Management X2026#Energy EfficiencyDOI
Cost-effective and low-carbon cooling strategies for data centers integrated into wind turbine towers
Mehdi Ahmadi, Florian Schlosser, Denis Divkovic +1
This paper proposes low-carbon cooling strategies for data centers integrated into wind turbine towers, leveraging natural wind for cooling. It evaluates cost-effectiveness and CO2 reduction compared to conventional methods.
🇪🇺 Europe📚 Peer-reviewed · JournalBuildings2026#Energy EfficiencyDOI
From Brownfields to Low-Carbon Cities: A Methodological Framework for the Sustainable Renovation of Industrial Buildings and Their Envelopes
Hamed Afsoosbiria, Darja Kubečková
This study develops an integrated methodological framework for assessing and optimizing multilayer wall systems in industrial building renovations. Six wall configurations were evaluated; the FC-EPSR wall achieved the best balance of therma…
📚 Peer-reviewed · JournalStudies on Russian Economic Development2026#Energy EfficiencyDOI
Improving the Energy Efficiency of the Economy as a Factor in Achieving the Goal of Low-Carbon Development of the Country
O.V. Mazurova, Е. В. Гальперова
This paper analyzes promising directions for improving energy efficiency in major sectors of the Russian economy (industry, transport, buildings) and assesses their impact on energy intensity dynamics. Using an original set of models, it co…
🇨🇳 China📚 Peer-reviewed · JournalEnergy2026#Energy EfficiencyDOI
A new enabling multiscale model for low-carbon cement pre-calciners fueled by biomass
Qiang Zheng, Y Tian, Hao Luo +5
This paper presents a novel numerical model for biomass-fueled cement pre-calciners addressing incomplete burnout and raw meal agglomeration. It integrates a Multi-Fluid Model with sub-particle-scale effects, validated against industrial da…
🌍 Global📚 Peer-reviewed · JournalEmirati Journal of Civil Engineering and Applications2026#Energy EfficiencyDOI
Innovating for a Greener Future: Steel Fiber Reinforcement as a Key to Low-Carbon Concrete Construction
Ahmad Mandalawi
This paper investigates the environmental impacts of using steel fiber in residential slab-on-grades in the UAE, demonstrating that steel fiber can significantly lower CO2 emissions compared to traditional steel mesh. A case study of Expo t…
📚 Peer-reviewed · JournalInternational Journal of Electrical Power & Energy Systems2026#Energy EfficiencyDOI
Dynamic characterization of power user profiles for low-carbon regulation potential assessment
Jinfeng Li, Run Tang, Siyu Jiang +6
This paper proposes a method to dynamically characterize power user profiles to assess their low-carbon regulation potential, contributing to demand response and energy efficiency.
🇨🇳 China📚 Peer-reviewed · JournalInternational Journal of Environmental Science and Technology2026#Energy EfficiencyDOI
Developing low-carbon communities: optimizing residential building layouts in urban centers from the perspective of carbon diffusion impacts
M. Feng, S.-x. Sun, Y Shi +1
This study analyzes the impact of residential building layouts on carbon diffusion in urban centers and proposes optimization methods for low-carbon communities. By adjusting building orientation and spacing, carbon emission dispersion can …
CN📚 Peer-reviewed · JournalIngegneria Sismica2026#Energy EfficiencyDOI
Application of Grid Carbon Footprint Full Chain Modeling and LCC Assessment in Low Carbon Equipment Selection
Hanyun Wang
This paper proposes a model integrating NB-IoT-based carbon footprint collection and LCC assessment for low-carbon equipment selection in power grids under the dual-carbon target. It minimizes carbon penalty and equipment costs, achieving o…
📚 Peer-reviewed · JournalTheory and Building Practice2026#Energy EfficiencyDOI
Effect of plasticizing admixtures on the performance of low-carbon cementitious systems
Oleksandr Kotsii, Bohdan Rusyn, Yuriy Bobetskyi +1
This study compares three generations of plasticizers (lignosulfonates, naphthalene sulfonate, and polycarboxylate ethers) in low-emission composite cement mortars. Polycarboxylate ethers achieved water reduction of 25-30% and flow ability …
🇨🇳 China📚 Peer-reviewed · JournalMaterials2026#Energy EfficiencyDOI
Low-Carbon Construction and Building Materials
Junfei Zhang
This paper reviews low-carbon transformation in construction and building materials, noting that traditional cement contributes ~8% of global CO2 emissions. It discusses the development and application of low-carbon materials to reduce emis…