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.
🇯🇵 Japan📚 Peer-reviewed · JournalJ-STAGE#Energy EfficiencyDOI
Research on Methods of Providing Environmental and Cost Information to Support Decision-Making in Purchasing Durable Consumer Goods
耐久消費財購入の意思決定支援のための環境情報とコスト情報の提供方法に関する研究
(著者不明)
This research examines methods for providing environmental and cost information to support consumer decision-making in purchasing durable goods. It aims to help consumers choose products with lower environmental impact by analyzing how info…
🇯🇵 Japan📚 Peer-reviewed · JournalJ-STAGE#Energy EfficiencyDOI
Evaluation system for environmental improvement effects of district heat supply in industrial cities
産業都市での地区内熱供給による環境改善効果の評価システム
(著者不明)
This paper presents an evaluation system for environmental improvement effects of district heat supply in industrial cities. Although details are unavailable, it likely contributes to decarbonization of urban energy systems.
🇯🇵 Japan📚 Peer-reviewed · JournalJ-STAGE#Energy EfficiencyDOI
Evaluation of Factor X (Environmental Efficiency) for a Japanese House Regarding Global Warming
日本の家1軒の地球温暖化に関するファクターX(環境効率)評価
(著者不明)
This paper proposes and applies a method to evaluate the impact of a single Japanese house on global warming using the Factor X (environmental efficiency) indicator. Through a concrete calculation example, it verifies the effectiveness of m…
🇪🇺 EuropePreprintZenodo2026#Energy EfficiencyDOI
Wattnet: matching electricity consumption with low-carbon, low-water footprint energy supply
Castrillo, Maria, Iglesias Blanco, Jaime, López García, Álvaro
Wattnet is an open-source tool that jointly assesses carbon and water footprints of electricity consumption in Europe at 15-minute resolution. It traces electricity flows across borders and accounts for local generation mixes. The tool reve…
📚 Peer-reviewed · JournalDiscover Sustainability2026#Energy EfficiencyDOI
Net zero pathways in healthcare facilities across design retrofit and operations
Özlem Geylani
This paper explores pathways to achieve net zero in healthcare facilities across design, retrofit, and operations. It focuses on energy efficiency and renewable energy integration.
🇪🇺 Europe📚 Peer-reviewed · JournalSustainability2026#Energy EfficiencyDOI
Sustainable Transition from nZEB to ZEB in a Northern Climate: Annual Energy Performance and Whole-Life Carbon Implications of Passive and Renewable Design Choices
Monika Grinevičiūtė, Kęstutis Valančius, Violeta Motuzienė
This study integrates annual energy simulations and whole-life carbon assessment for a Lithuanian dwelling under current and future climate scenarios, evaluating passive cooling, PV/storage, and material choices. Results show that a combine…
📚 Peer-reviewed · ConferenceLecture Notes in Civil Engineering2025#Energy EfficiencyDOI
Net Zero Carbon Buildings: Progress and Challenges in South Africa
van Reenen C.
This article reviews the progress and challenges of net zero carbon buildings in South Africa, assessing policy, technology, and financing aspects.
🇪🇺 Europe📚 Peer-reviewed · JournalAtmosphere2026#Energy EfficiencyDOI
Assessing the Impact of Energy Retrofits on Indoor Climate Conditions Using Mixed Effects Models: Methodology and R Implementation
Asit Kumar Mishra
This paper presents a methodological framework using linear mixed effects (LME) models to assess the causal impact of energy retrofits on indoor climate conditions. It analyzes pre- and post-retrofit water vapor pressure data from Irish hom…
📚 Peer-reviewed · JournalSustainability2026#Energy EfficiencyDOI
From Code to Climate Action: Evaluating the Energy Efficiency Performance of the Saudi Building Code Across Climatic Zones and Its Alignment with Vision 2030 Sustainability Targets
Fahad S. Allahaim
This paper evaluates the energy performance of the Saudi Building Code (SBC) across five climatic zones, finding 5-25% reductions in energy use intensity. It compares the Mostadam rating system with LEED v4.1 and BREEAM, and proposes seven …
🇪🇺 Europe📚 Peer-reviewed · JournalSustainability2026#Energy EfficiencyDOI
Comparative Assessment of Residential Heating and Ventilation Packages: Operational Energy Performance and Screening Life-Cycle Carbon Context
Jan Stefanski, Anna Stefańska
This study compares eight heating and ventilation packages for a reference single-family house in Poland using EPC indicators and a screening life-cycle carbon assessment. Fossil-dominated systems show highest primary energy demand and emis…
📚 Peer-reviewed · JournalSystem Research in Energy2026#Energy EfficiencyDOI
DIGITAL TWINS IN BUILDING ENERGY MANAGEMENT FOR ELECTRICITY CONSUMPTION FORECASTING AND ENERGY EFFICIENCY IMPROVEMENT
Denys SHPAK
This paper examines digital twins for building energy management, focusing on electricity consumption forecasting and energy efficiency. It proposes a closed-loop framework integrating BIM, IoT, and machine learning, addressing measurement …
📚 Peer-reviewed · JournalEPiC series in built environment2026#Energy EfficiencyDOI
Evaluation of Green Building Practices Effective in Reducing Carbon Emissions in South African Housing and Barriers to Adoption
Abimbola Windapo, Malehloa Makhupane, Bongani Nkosi +1
This study examines green building practices for carbon reduction in South African housing through practitioner interviews and surveys. It identifies effective measures such as passive and active energy efficiency, renewable energy, low-car…
🌍 GlobalDatasetIEEE DataPort2026#Energy EfficiencyDOI
"MAS-NetCPO"
Peng Wang
MAS-NetCPO decomposes coupled orchestration across three timescales: fast routing, medium workload placement, and slow carbon-aware power budgets. Simulations using real traces show up to 38% reduction in carbon emissions and electricity co…
📚 Peer-reviewed · JournalEnergy Economics2026#Energy EfficiencyDOI
Demand-side energy efficiency, demand response, and carbon tax
Yukihide Kurakawa, Makoto Tanaka
This paper analyzes the effects and interactions of three policy instruments: demand-side energy efficiency, demand response, and carbon tax. It compares their roles in reducing energy consumption and decarbonization, offering insights for …
📚 Peer-reviewed · ConferenceAdvanced Materials Research2014#Energy EfficiencyDOI
Construction of the decision method based on energy saving and reduction of greenhouse gas emissions
Dong H.
This paper proposes a decision method for balancing energy savings and GHG reductions. While details are limited, it likely offers a framework useful for corporate sustainability and policy making.
📚 Peer-reviewed · ConferenceApplied Mechanics and Materials2013#Energy EfficiencyDOI
Sustainable housing construction to reduce greenhouse gas emissions
Patnaikuni I.
Discusses sustainable methods for reducing greenhouse gas emissions in housing construction, focusing on energy efficiency and material selection.
📚 Peer-reviewed · ConferenceMaterials Science Forum2016#Energy EfficiencyDOI
External insulation design impacts on the energy consumption and greenhouse gas emission of building
Li Y.
This study analyzes the impact of external insulation design on building energy consumption and greenhouse gas emissions. It quantifies the energy-saving and emission reduction effects of improved insulation.
🌍 Global📚 Peer-reviewed · JournalSustainability Switzerland2025#Energy EfficiencyDOI
An Investigation of the Adoption of Net-Zero Buildings (NZBs) in the South African Commercial Property Market
Kalumba S.
This paper investigates the adoption of net-zero buildings (NZBs) in the South African commercial property market, analyzing barriers and drivers for sustainable building transition.
📚 Peer-reviewed · JournalEnergies2025#Energy EfficiencyDOI
Optimization Design and Operation Analysis of Integrated Energy System for Rural Active Net-Zero Energy Buildings
Pang J.
This paper presents an optimization design and operation analysis of an integrated energy system for rural active net-zero energy buildings. It proposes a system combining renewable energy and energy-saving technologies to minimize energy c…
📚 Peer-reviewed · JournalSustainable Energy Technologies and Assessments2026#Energy EfficiencyDOI
A review of sustainability indicators of thermoelectric generators for harvesting waste heat: life cycle assessment, techno-economic analysis, net-zero pathways, and social impact
Chen W.H.
This review comprehensively evaluates sustainability indicators of thermoelectric generators (TEGs) for waste heat recovery, covering life cycle assessment, techno-economic analysis, net-zero pathways, and social impact. It synthesizes envi…