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.
📚 Peer-reviewed · JournalJournal of Engineering Design and Technology2018#Energy EfficiencyDOI
Evaluation of vehicle lightweighting to reduce greenhouse gas emissions with focus on magnesium substitution
Kulkarni S.
This paper evaluates the greenhouse gas reduction potential of vehicle lightweighting, focusing on substituting magnesium for heavier materials. It suggests lightweighting can reduce emissions, but without an abstract, specific findings rem…
🇨🇳 China📚 Peer-reviewed · JournalNature Communications2026#Energy EfficiencyDOI
Context-specific life cycle emissions pathways for EU buildings and construction
Nicolas Alaux, Nicolas Bechstedt, Xiaoyang Zhong +6
Modeling building stocks for all 27 EU member states, this study evaluates 4096 life cycle emission scenarios. To meet 2030/2050 targets, 8.53 Gt CO2e must be avoided (≈10 years of 2020 emissions). Relying solely on energy efficiency and ma…
📚 Peer-reviewed · JournalSustainable Energy Technologies and Assessments2026#Energy EfficiencyDOI
A two-stage approach to achieve net zero energy buildings: A case study
K. Sravanth Kumar Raju, Pathloth Pavan, Rajvir Kaur +1
This paper proposes a two-stage approach for achieving net zero energy buildings (NZEB), combining energy efficiency measures first and then renewable energy integration. A case study demonstrates the effectiveness of the approach in reduci…
📚 Peer-reviewed · JournalEnergy Economics2026#Energy EfficiencyDOI
Carbon neutrality through industry 4.0: A decision-making approach for sustainable energy efficient logistics operations
Devesh Kumar, Surya Prakash, Gunjan Soni +2
This paper proposes a decision-making framework for achieving carbon neutrality in logistics operations by leveraging Industry 4.0 technologies for energy efficiency. It focuses on a theoretical approach without specific empirical data.
🇪🇺 Europe📚 Peer-reviewed · JournalBuildings2024#Energy EfficiencyDOI
Carbon and Greenhouse Gas Emissions from Electricity Consumption in European Union Buildings
Balaras C.A.
This paper quantifies carbon and greenhouse gas emissions from electricity consumption in EU buildings. It compares emissions across member states and assesses reduction potentials, providing data to support policy-making and energy efficie…
📚 Peer-reviewed · JournalScientific Reports2026#Energy EfficiencyDOI
Development and validation of an effectiveness evaluation scale for low-carbon construction technologies in building engineering based on multi-stage empirical evidence
Yikun Su, Zhongjie Sun, Junhao Liu +1
This paper develops and validates an effectiveness evaluation scale for low-carbon construction technologies in building engineering, using multi-stage empirical evidence. The scale aims to quantify carbon emission reduction effects in cons…
🇪🇺 Europe📚 Peer-reviewed · JournalWater2026#Energy EfficiencyDOI
Regulatory-Aligned Energy Assessment for Wastewater Collection Networks Under the Scope of the UWWTD 2024/3019
Catarina Jorge, Rita Salgado Brito, Maria do Céu Almeida
This paper presents a regulatory-aligned framework for energy assessment of wastewater collection networks under the EU UWWTD 2024/3019. Using Portuguese data, it analyzes energy intensity, pumping shares, excess volumes, and GHG emissions.…
🌍 Global📚 Peer-reviewed · JournalEconomic Change and Restructuring2026#Energy EfficiencyDOI
Unlocking sustainable development: the asymmetric impact of green finance on energy efficiency in developing countries
Sultanuzzaman M.R.
This study examines the asymmetric impact of green finance on energy efficiency in developing countries. It finds that the effect varies with economic development level and institutional quality. The results inform policies for sustainable …
CN📚 Peer-reviewed · JournalSustainability Switzerland2023#Energy EfficiencyDOI
Green Finance, Enterprise Energy Efficiency, and Green Total Factor Productivity: Evidence from China
Li H.
This study empirically analyzes the impact of green finance on enterprise energy efficiency and green total factor productivity using Chinese firm data. It quantifies policy effects and offers insights for the energy transition.
📚 Peer-reviewed · JournalEnergies2024#Energy EfficiencyDOI
Analysis of Greenhouse Gas Emissions and Energy Consumption Depending on the Material and Construction Solutions and the Energy Carrier Used—A Case Study
Nawalany G.
This study analyzes the impact of material and construction solutions and energy carriers on greenhouse gas emissions and energy consumption through a case study. It highlights the importance of material selection and energy use for decarbo…
📚 Peer-reviewed · ConferenceProceedings of the Biennial International Pipeline Conference IPC2024#Energy EfficiencyDOI
APPLYING COMPUTATIONAL FLUID DYNAMICS TO REDUCE GREENHOUSE GASES EMISSIONS IN NATURAL GAS COMPRESSOR STATIONS
Silva F.
This paper explores the application of computational fluid dynamics (CFD) to reduce greenhouse gas emissions in natural gas compressor stations. CFD optimization may improve compressor efficiency and reduce leaks. Specific results are uncle…
📚 Peer-reviewed · JournalSustainable Cities and Society2018#Energy EfficiencyDOI
A systems simulation framework to realize net-zero building energy retrofits
Thomas A.
This paper proposes a systems simulation framework for net-zero energy retrofits of existing buildings, integrating modeling of energy consumption, generation, and storage to evaluate optimal retrofit strategies.
📚 Peer-reviewed · JournalIEEE Access2026#Energy EfficiencyDOI
Day-Ahead Scheduling of Distributed Energy Resources in Net-Zero Energy Houses with Multi-Day Operation Using Soft Actor-Critic
Hsiao C.H.
This paper proposes a day-ahead scheduling method for distributed energy resources in net-zero energy houses using Soft Actor-Critic (SAC) reinforcement learning, considering multi-day operation to optimize energy costs and comfort. Simulat…
📚 Peer-reviewed · ConferenceASHRAE Transactions2026#Energy EfficiencyDOI
Towards True Net Zero: Designing and Operating a Net-Zero Commercial Office Building in Rajasthan's Hot-Dry Climate
Gupta A.
This paper presents the design and operation of a net-zero energy commercial office building in Rajasthan's hot-dry climate, demonstrating integration of renewable energy and high-efficiency technologies.
CN📚 Peer-reviewed · JournalBuildings2024#Energy EfficiencyDOI
Exploring the Opportunities and Gaps in the Transformation of Modern Rural Housing in Southern China to Net Zero Energy Buildings
Xia D.
This paper explores opportunities and gaps in transforming rural housing in southern China into net-zero energy buildings. It analyzes retrofit potential and renewable energy integration, identifying policy and technology gaps. Findings con…
📚 Peer-reviewed · JournalEnergy and Buildings2026#Energy EfficiencyDOI
Intelligent net-zero energy buildings: A four-pillar framework and three-axis classification with implementation pathways
Mohammed S.
This paper proposes a four-pillar framework and three-axis classification for intelligent net-zero energy buildings, along with implementation pathways. It provides a structured approach to designing and operating buildings that achieve net…
📚 Peer-reviewed · JournalEnvironmental Progress and Sustainable Energy2026#Energy EfficiencyDOI
Parametric design for Net Zero Residential Building in Pakistan
Khan F.A.
This study proposes a parametric design approach for net-zero residential buildings in Pakistan. It focuses on optimizing energy efficiency and integrating renewable energy to achieve carbon neutrality. The paper outlines key design paramet…
🌍 Global📚 Peer-reviewed · JournalInternational Sustainable Energy Conference - Proceedings2026#Energy EfficiencyDOI
Reference Models for Comparing Simulation Tools to Evaluate Low-Carbon High-Comfort Integrated Lighting
David Geisler-Moroder, Xuran Guo, Sascha Hammes +4
This paper presents two reference simulation models (a group office and a factory hall) for comparing lighting simulation tools. The models include full spectral characteristics to evaluate non-visual effects. Example results are provided. …
📚 Peer-reviewed · JournalComputers & Operations Research2026#Energy EfficiencyDOI
Modeling and optimization of machine deterioration effects in low-carbon flexible job shop scheduling problems
Zhuo Su, Junlong Peng, Yuntao Su +2
This study models and optimizes machine deterioration effects in low-carbon flexible job shop scheduling to reduce carbon emissions in manufacturing. Considering deterioration enables more realistic low-carbon scheduling.
📚 Peer-reviewed · JournalRenewable and Sustainable Energy Reviews2026#Energy EfficiencyDOI
Advances in ice thermal energy storage for low-carbon and flexible cooling systems
Haoxiang Zhan, Xiaolei Yuan, Yu Wang +3
This paper reviews advances in ice thermal energy storage, a technology enabling low-carbon and flexible cooling by shifting electricity demand.