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.
Peer-reviewedJournalRevista Científica2026#Energy EfficiencyDOI
Estrategias para reducir la huella de carbono en proyectos de Ingeniería Civil: una revisión sistemática
Jherson Henry Castañeda Ravichagua, Dammer Felipe Trigoso Ruiz, Frey Franco Sánchez Marcos +1
This systematic review analyzes evidence on carbon footprint reduction strategies in civil engineering. LCA is the primary measurement methodology, complemented by BIM, Digital Twin, and Machine Learning. Mitigation strategies include low-c…
Peer-reviewedJournalJournal of Industrial Mechanics2026#Energy EfficiencyDOI
Industrial Applications of Hybrid Separation Processes in Chemical Engineering
Ritesh G Upadhyay, Urmila Vivek Chauhan
This review discusses hybrid separation processes combining membrane, adsorption, extraction, and distillation technologies to improve energy efficiency and process intensification in chemical engineering. It covers industrial cases from pe…
Peer-reviewed🇨🇳 ChinaJournalUrban Climate2026#Energy EfficiencyDOI
Deep uncertainty analysis to characterise regional climate for building stock transition: A Nordic empirical study
Kailun Feng, Shuo Wang, Santhan Reddy Penaka +2
This empirical study uses deep uncertainty analysis to characterize regional climate for building stock transition in a Nordic context. It provides insights for integrating energy efficiency and climate adaptation in building retrofits.
Peer-reviewed🇨🇳 ChinaJournalAdvanced Functional Materials2026#Energy EfficiencyDOI
Passive Cooling in the Era of Energy Crisis: Fundamentals, Materials, Applications, and Future Directions
Miaomiao Zhang, Shuo Shi, Joselito Razal +1
This review systematically presents the fundamentals, materials, and applications of passive cooling technologies as zero-energy solutions to address the energy crisis and climate change. It covers advances in materials, structural design, …
Peer-reviewed🌍 GlobalJournalSolar Energy2026#Energy EfficiencyDOI
Hybrid solar phase change material systems for low-carbon buildings
Yuvarajan Devarajan, Reda A. Haggam, Mohamed Bechir Ben Hamida +5
This paper explores hybrid systems combining solar thermal and phase change materials for low-carbon buildings. It aims to improve energy efficiency and reduce CO2 emissions, particularly by lowering heating and cooling loads. Specific resu…
Peer-reviewedCNJournalDOAJ (DOAJ: Directory of Open Access Journals)2026#Energy EfficiencyDOI
Optimization of Computing Power and Electricity Synergy Considering Diverse Green Electricity Consumption Modes and Spatio-Temporal Flexibility
TU Chen, PAN Xuanying, WANG Huan, MENG Yao, DAI Jing, WANG Xiaoyu
This paper develops a bidirectional coordinated optimization model for computing-power nodes, considering diverse green electricity consumption modes (direct green energy connection, PPA, grid supplementation) and spatio-temporal flexibilit…
🌍 GlobalJournalZenodo (CERN European Organization for Nuclear Research)2026#Energy EfficiencyDOI
Effects of Climate Change in Cities: Realistic, Practical, and Profitable Interdisciplinary Solutions Instead of Alarms
Vaden, Dionysios, Denis
This paper proposes zero-upfront-cost passive engineering solutions for urban heat islands, including high-reflectivity vehicle fleets and near-infrared selective asphalt. It demonstrates a potential reduction of up to 7.5°C at pedestrian l…
Peer-reviewedJournalOpen MIND2026#Energy EfficiencyDOI
Advanced Phase Change Materials for Thermal Energy Storage in Hot Desert Climates: A Critical Mini Review
Abdulaziz Aldhafeeri
This mini-review critically summarizes Phase Change Materials (PCMs) for thermal energy storage, focusing on reducing cooling loads and peak electricity demand in hot desert climates. It covers material classifications, engineering applicat…
Peer-reviewed🌍 GlobalJournalInternational Journal of Creative and Open Research in Engineering and Management2026#Energy EfficiencyDOI
Integrated Net-Zero Energy Design for Hot-Dry Institutional Buildings: A Scenario-Based Energy, Carbon and Cost Assessment for Jaipur, India
Hemant Kumar Agrawal, Anshika Yadav, Ashutosh Luhania
This study develops an integrated design-stage assessment for a net-zero energy institutional building in hot-dry Jaipur, India. Through combined energy modelling, embodied and operational carbon accounting, and discounted cash-flow analysi…
Peer-reviewed🌍 GlobalJournalBuildings2024#Energy EfficiencyDOI
Cost Benefits of Net Zero Energy Homes in Australia
Krarti M.
This paper analyzes the cost benefits of net zero energy homes in Australia, comparing upfront costs with long-term energy savings. It examines the economic viability and provides evidence for scaling up building decarbonization.
Peer-reviewedConferenceASHRAE Transactions2011#Energy Efficiency
The redesign of an Italian building to reach net zero energy performances: A case study of the SHC Task 40 - ECBCS Annex 52
Cellura M.
This paper presents a case study of redesigning an existing Italian building to achieve net zero energy performance. Conducted under the IEA SHC Task 40 / ECBCS Annex 52 framework, it demonstrates an integrated approach of energy efficiency…
Peer-reviewed🇪🇺 EuropeJournalEnergy and Buildings2022#Energy EfficiencyDOI
An integrated energy simulation and life cycle assessment to measure the operational and embodied energy of a Mediterranean net zero energy building
Cusenza M.A.
This paper presents an integrated approach combining energy simulation and life cycle assessment to evaluate both operational and embodied energy of a net zero energy building in the Mediterranean. It highlights the importance of considerin…
Peer-reviewedJournalInternational Academic Journal of Innovative Research2026#Energy EfficiencyDOI
Structural Engineering Innovations for Designing Resilient and Sustainable Urban Infrastructure Systems
Zumrat Xudoyberdiyeva, Manzura Abdurahimova, Ruziboy Tangirov +4
This study analyzes structural engineering innovations for enhancing urban infrastructure sustainability and resilience. Integration of smart sensors, BIM, and high-performance materials yields 35% durability improvement, 25-35% maintenance…
Peer-reviewed🇺🇸 USAJournalRemote Sensing2026#Energy EfficiencyDOI
Delineating Roofing Materials in Urban Areas Using Transformed High-Resolution Satellite Imagery and Convolutional Neural Networks
C. Amaral, Maxwell C. Cook, Johannes H. Uhl +4
This study proposes a CNN method to classify and delineate roofing materials from high-resolution satellite imagery. Tested in Washington D.C. and Denver, it outperformed pixel-based ML by 15-17%. Roofing material mapping can aid urban plan…
Peer-reviewedJournalSpatial development2026#Energy EfficiencyDOI
THE IMPACT OF PARAMETRIC DESIGN ON THE SUSTAINABLE DEVELOPMENT OF ARCHITECTURE
M. Andrukhiv
This paper examines how parametric design contributes to sustainable architectural development. The algorithmic, variable-driven method enables rapid exploration of design configurations that optimize energy efficiency, material rationaliza…
Peer-reviewed🇨🇳 ChinaJournalEnvironment Development and Sustainability2026#Energy EfficiencyDOI
Sci-tech finance integration improves urban energy efficiency under climate policy uncertainty: Evidence from China
Song Li, 阮国成, Jiali Yuan +1
This paper empirically analyzes the impact of sci-tech finance integration on urban energy efficiency in China under climate policy uncertainty. It finds a positive effect, offering policy implications for financing green innovation.
🇨🇳 ChinaJournalSAE technical papers on CD-ROM/SAE technical paper series2026#Energy EfficiencyDOI
Energy-saving and Economic Evaluation of Vacuum Insulation Panels with Glass Wool Core-polyimide Membrane Structure in Hotel Buildings under Different Climatic Conditions
Chenqian Bian, Zhaofeng Chen
This study develops high-performance PI/VIP composite insulation materials and uses EnergyPlus to simulate their energy-saving, cost, and carbon emission impacts in three Chinese climates. Results show that compared to traditional XPS and r…
Peer-reviewedJournalInnovative Food Science & Emerging Technologies2026#Energy EfficiencyDOI
Impact of different nonthermal pretreatments on drying of tomato slices: Kinetics, drying efficiency, energy utilization, carbon footprint, and quality attributes
Mohsen Mokhtarian, Wu Xiaomeng, Xiaojun Liao +1
This study evaluates the impact of nonthermal pretreatments on tomato slice drying regarding kinetics, energy efficiency, carbon footprint, and quality. It highlights potential energy and environmental savings in food processing, though its…
Journal2026#Energy EfficiencyDOI
Carbon-Taxed Transformers: Efficient, Accurate, and Sustainable LLMs
Ajmain Inqiad Alam, Palash Ranjan Roy, Chanchal K. Roy +2
We propose Carbon-Taxed Transformers (CTT), a compression pipeline inspired by economic carbon taxation that integrates Neural Architecture Search, structured pruning, quantization, and knowledge distillation. Evaluated on code clone detect…
Peer-reviewed🇨🇳 ChinaJournalJournal of Building Design and Environment2026#Energy EfficiencyDOI
Life cycle techno-economic analysis and optimization framework of hybrid deep ground source heat pump system for low carbon buildings
Wentan Wang, Haoran Cheng, Jiangtao Wen +5
This study develops a life-cycle techno-economic analysis and optimization framework for hybrid deep ground source heat pump systems. It couples a heat transfer model with economic evaluation and Bayesian optimization. Applied to a case in …