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 · JournalEnergy and Buildings2026#Energy EfficiencyDOI
Thermoelectric building envelopes: A review of cooling, heating, heat recovery, and power generation pathways toward net zero
Wei-Hsin Chen, Christian Roice Tayag, Aristotle Ubando
This review examines thermoelectric building envelopes for cooling, heating, heat recovery, and power generation, assessing their potential toward net-zero buildings. It compares principles, performance, and integration methods, offering in…
📚 Peer-reviewed · ConferenceIBPSA-USA Building Simulation Conference2026#Energy EfficiencyDOI
Net Zero as Climate Resilience: Rethinking Net Zero Energy Building Performance Under Future Climate Change
Riley Renner, Wyatt Ross, Amanda Webb
This paper argues that net-zero energy building (NZEB) performance must be reassessed under future climate change scenarios to ensure resilience. Current NZEB standards may not guarantee net-zero status over the building's lifetime due to s…
🌍 Global📚 Peer-reviewed · JournalEnergy Conversion and Management2026#Energy EfficiencyDOI
Generalized electrification solutions for breweries: A Pinch Analysis-based approach to Heat Pump integration and process decarbonization
Roger Padullés, Martin Pihl Andersen, Niklas Bagge Mogensen +3
This paper proposes generalized electrification solutions for breweries using Pinch Analysis for heat pump integration and process decarbonization. It offers a practical method to improve energy efficiency and reduce emissions at industrial…
📚 Peer-reviewed · JournalEnergy Reports2026#Energy EfficiencyDOI
A machine learning framework for residential district cooling: Forecasting consumption, explaining drivers, and evaluating decarbonization pathways
Kadhim Hayawi, Husna Maliakkal, Neethu Venugopal +2
This paper proposes a machine learning framework for forecasting consumption, explaining drivers, and evaluating decarbonization pathways in residential district cooling systems. It aims to improve energy efficiency and reduce CO2 emissions…
CN📚 Peer-reviewed · JournalProcess Safety and Environmental Protection2026#Energy EfficiencyDOI
Enhancement of self-heating decarbonization and activation of coal gangue by pellet sintering process
Wenzhuo Ma, Tao Dong, Deqing Zhu +7
This paper investigates enhancing self-heating decarbonization and activation of coal gangue (coal mining waste) via a pellet sintering process. While details are unavailable, the method could combine waste utilization with carbon reduction…
📚 Peer-reviewed · JournalEnergy and Buildings2026#Energy EfficiencyDOI
Bioclimatic retrofits for thermal resilience and energy decarbonization in hot-humid educational infrastructure
Luis Alberto Rivera Martínez, Juan Carlos Arcila Buriticá, Iván Darío Aristizábal Henao +2
This study examines bioclimatic retrofits for educational infrastructure in hot-humid climates, focusing on thermal resilience and energy decarbonization. It analyzes specific retrofit strategies and their effectiveness in reducing energy c…
🌍 Global📚 Peer-reviewed · JournalTransportation Research Part D: Transport and Environment2026#Energy EfficiencyDOI
Physics-guided machine learning for ship biofouling assessment in support of maritime decarbonization
Xiao Lang, Mingyang Zhang, Wengang Mao +2
This paper proposes a physics-guided machine learning approach to assess ship biofouling, which increases drag and fuel consumption. By integrating physical constraints into ML models, it enables more accurate evaluation, supporting operati…
📚 Peer-reviewed · JournalChemical Engineering Journal Advances2026#Energy EfficiencyDOI
Chemical engineering framework for decarbonization and process improvement in an industrial formalin plant
Lajos Berentes, Peter Mizsey, Bela Viskolcz +3
This paper proposes a chemical engineering framework for decarbonization and process improvement in an industrial formalin plant. It presents specific process improvement methods and energy efficiency measures, evaluating the potential for …
🇪🇺 Europe📚 Peer-reviewed · JournalEnergy and Buildings2026#Energy EfficiencyDOI
Decarbonisation potential of Switzerland’s building sector through thermal Nanogrids utilising surplus heat from neighbouring heat pumps
Sarah Schneeberger, Pascal M. Vecsei, Esther Linder +1
This study assesses the decarbonisation potential of thermal nanogrids that utilise surplus heat from neighbouring heat pumps in Switzerland's building sector. It quantifies energy savings and emission reductions, demonstrating the effectiv…
📚 Peer-reviewed · JournalEnergy and Buildings2026#Energy EfficiencyDOI
Aligning economic and decarbonisation goals for ZEBs: a monetised whole life carbon approach for residential retrofitting
Rosa Francesca De Masi, Antonio Gigante, Alessandro Russo +1
This paper proposes a monetized whole-life carbon approach for residential retrofitting to achieve net-zero energy buildings (ZEBs) while balancing economic and decarbonization goals. It monetizes carbon emissions over the lifecycle and int…
📚 Peer-reviewed · JournalOcean Engineering2026#Energy EfficiencyDOI
A review on Digital Twin application in integrated ship design and production for decarbonisation
Chao Ye, Abbas Dashitimanesh, Yongkuk Jeong +1
This paper reviews the application of digital twin technology in integrated ship design and production for decarbonization. It explores how digital twins can enhance efficiency and reduce emissions in the maritime industry.
📚 Peer-reviewed · JournalRenewable and Sustainable Energy Reviews2026#Energy EfficiencyDOI
Decarbonisation of tunnel ovens for baking purposes: Review and future prospects
Hadi Tannous, Savvas A. Tassou, Geoffrey J. Rodgers
This review examines decarbonisation pathways for tunnel ovens used in baking, covering electrification, hydrogen, and energy efficiency improvements. It synthesises technical and economic challenges for industrial process heat decarbonisat…
CNPreprintSustainability2026#Energy EfficiencyDOI
How Does Digital Intelligence Transformation Reshape Carbon Emission Efficiency in Resource-Based Cities?
Qiguo Yi, Guiling Ran, Huiting Chen
This study analyzes panel data from 110 Chinese resource-based cities (2013-2022) to examine the impact of digital intelligence transformation (DIT) on carbon emission efficiency (CEE). Using a comprehensive DIT index and SBM-GML approach, …
🌍 Global📚 Peer-reviewed · JournalFrontiers in Environmental Science2023#Energy EfficiencyDOI
The impact of sustainable finance development on energy efficiency in emerging economies
Liu X.
This empirical study examines how the development of sustainable finance (e.g., green bonds, ESG investing) affects energy efficiency in emerging economies. It explores mechanisms linking financial instruments to efficiency gains and derive…
PreprintCrossref2026#Energy EfficiencyDOI
Optimum integration strategy for Energy Efficiency Measures, Energy Conversion Technologies, and Renewable Technologies under various resource constraints
Navdeep Bhadbhade, Jonas Grand, Benjamin Ong
This study develops a framework integrating Pinch Analysis, LCA, and multi-objective optimization to identify cost-effective decarbonization strategies for industrial heat systems. It evaluates configurations of heat recovery, heat pumps, s…
📚 Peer-reviewed · JournalApplied Energy2025#Energy EfficiencyDOI
Sustainable optimal production scheduling methodology under implicit demand response and carbon policy: A manufacturing industry case study
Fisco-Compte P.
This paper proposes a sustainable production scheduling methodology that accounts for implicit demand response and carbon policy. A manufacturing case study demonstrates potential for simultaneous cost reduction and emissions reduction.
🇪🇺 Europe📚 Peer-reviewed · JournalProduction Engineering Archives2022#Energy EfficiencyDOI
Assessment of the Impact of Digitalization on Greenhouse Gas Emissions on the Example of EU Member States
Kuzior A.
This study assesses the impact of digitalization on greenhouse gas emissions using EU member states as a case. It provides evidence on how digitalization may contribute to emission reductions and identifies challenges.
📚 Peer-reviewed · JournalJournal of Sustainable Development of Energy Water and Environment Systems2025#Energy EfficiencyDOI
Costs, Energy Savings and Greenhouse Gas Emissions for Energy Efficiency Measures in Existing Detached Houses; A Norwegian Case Study
Almås A.J.
This study evaluates costs, energy savings, and GHG emission reductions from energy efficiency measures such as insulation, window replacement, and heat pumps in existing detached houses in Norway. It identifies cost-effective measures and …
📚 Peer-reviewed · JournalCarbon Footprints2025#Energy EfficiencyDOI
Advancing energy efficiency: innovative technologies and strategic measures for achieving net zero emissions
Bera M.
This paper discusses innovative technologies and strategic measures for improving energy efficiency to achieve net zero emissions. It provides a conceptual framework without specific case studies or quantitative analysis.
📚 Peer-reviewed · JournalBuildings and Cities2023#Energy EfficiencyDOI
Getting to net zero: Islington’s social housing stock
Evans S.
This paper examines the social housing stock in Islington, London, and its pathway to net zero. It analyzes current energy efficiency and renewable energy potential, offering policy recommendations for decarbonizing social housing.