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-reviewedJournalTransportation Research Part D: Transport and Environment2026#Energy EfficiencyDOI
Deployment-oriented validation of vessel energy efficiency inference for maritime decarbonisation policy
Xun Yang, Ran Yan
This paper validates methods for inferring vessel energy efficiency with a deployment-oriented lens, assessing accuracy and applicability for maritime decarbonisation policy. It aims to bridge estimation techniques and real-world policy imp…
Peer-reviewedJournalJournal of Green Building2011#Energy EfficiencyDOI
From low-energy to net zero-energy buildings: Status and perspectives
Voss K.
A review-type paper on the transition from low-energy to net zero-energy buildings (ZEB), outlining status and future perspectives. Building decarbonization is a key GX area, but without an abstract the specific findings, methods, and geogr…
Peer-reviewedJournalEnergy and Buildings2016#Energy EfficiencyDOI
Getting to net zero energy building: Investigating the role of vehicle to home technology
Alirezaei M.
This study examines how vehicle-to-home (V2H) technology can contribute to achieving net zero energy buildings. By using EV batteries to balance building electricity demand and increase renewable self-consumption, V2H can improve a building…
Peer-reviewedJournalApplied Sciences Switzerland2020#Energy EfficiencyDOI
i-Yard 2.0: Integration of sustainability into a net-zero energy house
Jin Y.
i-Yard 2.0 appears to present a net-zero energy house design integrating sustainability principles. It demonstrates how residential decarbonization can be achieved through passive design, on-site renewables, and efficient systems. Details a…
Peer-reviewedJournalJournal of Asia Entrepreneurship and Sustainability2026#Energy EfficiencyDOI
Artificial Intelligence and Sustainable Operations: A Framework for Healthcare Equipment Manufacturing Industry
Manish Tiwari, Deepti Wadera
A PRISMA-informed systematic review conceptualizing AI as operational capabilities for sustainable healthcare equipment manufacturing. It finds AI-enabled predictive maintenance, digital twins, quality systems and circular design can cut do…
Peer-reviewed🇨🇳 ChinaJournalEnergy and Buildings2026#Energy EfficiencyDOI
Reassessing air conditioning as a climate change adaptation measure: benefits, constraints, and feedback effects
M. Santamouris, Ansar Khan, I. Kousis +8
This paper provides an integrated assessment of air conditioning (AC) as a climate adaptation measure across energy, environmental, health, economic, social, and cultural dimensions. While AC reduces heat-related mortality and sustains prod…
🇯🇵 JapanJournalBuildings2026#Energy EfficiencyDOI
PRISMA Systematic Review of Energy Efficiency Policies and Regulations for Building Sector in Vietnam: Existing Implementation Status and Recommendations
Nguyen Phuong Thao, Nguyen Duc Luong, Tran Ngọc Quang +4
This PRISMA-based systematic review examines Vietnam's building-sector energy efficiency policies and regulations, identifying institutional, regulatory, technical, financial, market, and capacity gaps. Drawing on other Asian countries' exp…
Peer-reviewedJournalJournal of Building Engineering2025#Energy EfficiencyDOI
Methods, technologies and challenges of building integrated photovoltaic thermal (BIPV/T) systems to achieve net-zero in high rise buildings: A systematic review
Anjum T.
A systematic review of methods, technologies and challenges for building-integrated photovoltaic thermal (BIPV/T) systems aimed at net-zero high-rise buildings. It maps technical options for on-site energy generation and decarbonization and…
Peer-reviewedJournalFrontora2026#Energy EfficiencyDOI
Advances in Sustainable and Resilient Infrastructure: Innovations in Construction Materials, Digital Technologies, and Disaster Risk Management
Mohammad Nazmul Haque, Mahayunah Masud
This review surveys advances in sustainable and resilient infrastructure, covering low-carbon concrete, carbon-negative materials, transparent wood, and self-healing systems alongside BIM, IoT, and real-time monitoring. It integrates disast…
Peer-reviewedJournalEnergies2026#Energy EfficiencyDOI
Thermal Performance Modeling of Rammed Earth and Traditional Wall Structures in Hilla City, Iraq: A Comparative Simulation Study
Zahraa Naser Azzam, Haider I. Alyasari, Zainab Malik +3
Using calibrated dynamic thermal simulation (DesignBuilder/EnergyPlus) and LCA, this study compares four external wall systems in a residential building in Hilla, Iraq. Straw-stabilized rammed earth (RE-S) cut annual electricity by 20.6%, p…
Peer-reviewed🇪🇺 EuropeJournalBuildings2026#Energy EfficiencyDOI
Potential Impacts of Replacements in Building-Level Life Cycle Assessment: A Residential New-Build Case Study
Barbora Vlasatá, Nika Trubina, Anna Marie Černá +1
A 50-year building-level LCA of a Czech residential block finds operational energy (B6) dominates GWP at 1111 kg CO2eq/m2, while product stage (A1–A3) is 488 kg and replacements (B4) add 227 kg—about 46% of initial product impacts. Replacem…
Peer-reviewedCNJournalIEEE Transactions on Industrial Informatics2026#Energy EfficiencyDOI
Type-2 Fuzzy Broad Echo State Learning System for Carbon Efficiency Prediction in Iron Ore Sintering Process
Jie Hu, Xin Qiu, Fan Yang +2
This paper proposes T2FBESLS, a hybrid learning system fusing interval type-2 fuzzy logic, broad learning, and echo state networks to predict carbon efficiency in iron ore sintering. Using real industrial data, it cuts RMSE by at least ~15%…
Peer-reviewed🌍 GlobalJournalJournal of Energy, Materials & Sustainability2026#Energy EfficiencyDOI
Distillation-Centered Decarbonization of Petroleum Refineries: Energy Optimization of Crude and Vacuum Distillation Units
Aisha Jilani, Shahzeb Hassan, Nadia Khan +2
This review examines distillation-centered decarbonization of refineries, focusing on crude and vacuum distillation units. It evaluates a hierarchy of interventions—operational optimization, pinch analysis, heat-exchanger network optimizati…
Peer-reviewed🇨🇳 ChinaJournalEnvironment Development and Sustainability2026#Energy EfficiencyDOI
Emergy-LCA integrated framework for zero-carbon transition in heritage architecture: Sustainability assessment and dynamic optimization
Minghui Yang, He Jie, Junxue Zhang +3
Proposes an integrated emergy-LCA framework to assess zero-carbon transition in heritage architecture, combining sustainability accounting with dynamic optimization. It aims to support retrofit and decarbonization decisions for historic bui…
🇨🇳 ChinaDatasetScience Data Bank2026#Energy EfficiencyDOI
Multi-Objective Optimization of Energy Use, Thermal Comfort, and Carbon Emissions in an Underground Supermarket
Pengju Li
This study optimizes energy use, thermal comfort, and carbon emissions for an underground supermarket in Xuzhou, China. Using 2000 Latin hypercube samples, BP neural network surrogates, Morris sensitivity analysis, NSGA-III, and entropy-wei…
Peer-reviewedJournalScience of the Total Environment2020#Energy EfficiencyDOI
New solutions to reduce greenhouse gas emissions through energy efficiency of buildings of special importance – Hospitals
Prada M.
This work proposes new solutions to cut greenhouse gas emissions by improving the energy efficiency of hospitals, a category of high-importance buildings. Although no abstract is available, it appears to address retrofit and equipment measu…
Peer-reviewedJournalEnergy and Buildings2018#Energy EfficiencyDOI
Lowering greenhouse gas emissions in the built environment by combining ground source heat pumps, photovoltaics and battery storage
Litjens G.B.M.A.
A study on cutting built-environment GHG emissions by combining ground source heat pumps, photovoltaics and battery storage. No abstract is available, but the work targets integrated electrification and renewable supply for buildings.
🇨🇳 ChinaJournalProceedings of the World Congress on Mechanical, Chemical, and Material Engineering2026#Energy EfficiencyDOI
Energy-Economic and Low-Carbon Optimization Strategies for the Operation and Heat Storage Scheduling of Residential Hot Water Supply System
Yan-Ao-Ming Xi, Yun-Ze Li
This study proposes an energy-economic and low-carbon optimization strategy for a residential hot water system combining a heat pump water heater and heat storage tank under PV-plus-grid supply. A genetic algorithm minimizes energy cost wit…
Peer-reviewed🌍 GlobalJournalJournal of Building Engineering2026#Energy EfficiencyDOI
Integrating BIM and Life Cycle Assessment for Low-Carbon Building Design: A Case Study of a Sustainable Hotel Development in Vietnam
Vu Hong Son Pham, Luu Ngoc Quynh Khoi, Nguyen Cao Khoi Nguyen
A case study integrating BIM with life cycle assessment to support low-carbon design for a hotel development in Vietnam. It demonstrates how design-stage carbon quantification of materials and operations can inform building decisions. Highl…
Peer-reviewedJournalClean Technologies and Environmental Policy2026#Energy EfficiencyDOI
Development of a sustainable and low-carbon thermal insulation material: performance optimization and exergy-based life cycle assessment
Jülide Erkmen, Rıdvan Yakut, Meltem Kızılca Çoruh +1
This study develops a sustainable, low-carbon thermal insulation material, optimizing its performance and assessing it via exergy-based life cycle assessment. It contributes to building energy efficiency and decarbonization through improved…