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 · 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…
🌍 Global📚 Peer-reviewed · JournalCommunications Sustainability2026#Energy EfficiencyDOI
Silicate-derived calcium as a pathway to low-carbon Portland cement
Jeff P. Prancevic, Cody E. Finke, Eric Peterson +3
This paper examines the viability of producing ordinary Portland cement using carbon-free silicate rocks like basalt instead of limestone. Thermodynamic analysis shows that producing cement from basalt could reduce total energy demand by 30…
📚 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…
🇪🇺 Europe📚 Peer-reviewed · JournalBuildings2026#Energy EfficiencyDOI
Nature-Based and Solar Façade Systems for a Net-Zero Built Environment: A Structured State-of-the-Art Review and Preliminary Comparative Assessment
Maria Grazia Insinga, Federica Zagarella, Roberta Montagno +2
This paper provides a structured review comparing nature-based and solar façade systems for building decarbonization. A preliminary assessment across three Italian climates shows that integrating green façades with PV can reduce CO2 emissio…
CN📚 Peer-reviewed · JournalSustainability2026#Energy EfficiencyDOI
The Impact of Corporate Digital Transformation on Green Total Factor Productivity—The Role of Environmental Regulation
Qiong Zhang, Zhihong Mao
Using data from Chinese A-share listed companies (2011-2020), this paper shows that corporate digital transformation improves Green Total Factor Productivity (GTFP) through enhanced innovation, accounting transparency, and reduced financing…
CN📚 Peer-reviewed · JournalBusiness Strategy and the Environment2026#Energy EfficiencyDOI
Can Digital Technology Adoption Drive a “Win–Win” in Corporate Financial Sustainability and Energy Performance? The Role of Chief Digital Officers
Lingli Qing, Pin Shen, T. Baležentis +2
Analyzing panel data from Chinese listed firms (2010-2022), this study shows that digital technology adoption improves both financial sustainability and energy efficiency. Chief Digital Officers strengthen these effects, with financing cons…
🇪🇺 Europe📚 Peer-reviewed · JournalEnergies2026#Energy EfficiencyDOI
Real Investment Evidence in Residential Energy Retrofit: Lessons from a Large-Scale Italian Case Study
Riccardo Cardelli, Sara Nappa, G. Dall’O’ +1
This paper analyzes pre- and post-retrofit energy performance and investment costs of 34 residential buildings renovated under an Italian national program. It evaluates cost-effectiveness of insulation, HVAC upgrades, and renewables, reveal…
🌍 Global📚 Peer-reviewed · JournalEnergies2026#Energy EfficiencyDOI
Harvesting Solar Energy for Green Buildings Through Plastic Optical-Fibre Daylighting Systems: A Systematic Review and Meta-Analysis
Raheel Tariq, S. Philbin, N. Djaid +1
This paper presents a PRISMA 2020 systematic review and meta-analysis of plastic optical-fibre daylighting systems (OFDS) for green buildings. From 106 studies, it finds a pooled mean attenuation of 332.8 dB/km and 92.7% transmission per me…
🇺🇸 USA📚 Peer-reviewed · JournalEPRA International Journal of Climate and Resource Economic Review2026#Energy EfficiencyDOI
ENERGY EFFICIENCY IN U.S. CONSTRUCTION: A SYSTEMATIC REVIEW AND THEMATIC SYNTHESIS OF GREEN BUILDING TECHNOLOGIES AND PERFORMANCE OUTCOMES
Ayotunde Daniel Akindele
This systematic review of 22 U.S. studies on green building technologies (2011-2025) shows that targeted HVAC and envelope retrofits achieve reliable energy savings (57-61% HVAC reduction, 47% whole-home savings), while LEED certification e…
🇨🇳 China📚 Peer-reviewed · JournalJournal of Water Process Engineering2026#Energy EfficiencyDOI
The synergies and trade-offs of water-energy-carbon-land nexus in wastewater treatment plants
Junran Liu, Yating Sun, Sitian Jin +4
This study analyzes the synergies and trade-offs of water-energy-carbon-land nexus in wastewater treatment plants, offering insights for optimizing energy use and carbon reduction.
📚 Peer-reviewed · JournalBuildings2026#Energy EfficiencyDOI
Integrating Circular Economy Principles into Energy-Efficient Retrofitting of Post-1950 UK Housing Stock: A Pathway to Sustainable Decarbonisation
Louis Gyoh, O. Ebohon, Juanlan Zhou +1
This paper advocates integrating Circular Economy (CE) principles into the retrofitting of post-1950 UK housing stock to accelerate decarbonisation. It critiques current policies focusing narrowly on technological fixes (insulation, heating…