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-reviewedJournalCarbon Research2024#Scope 3DOI
Optimizing scope 3 emissions in the automotive manufacturing industry: a multidisciplinary approach
Wang Y.
This paper presents a multidisciplinary approach to optimizing scope 3 emissions in the automotive manufacturing industry. It proposes methodologies for reducing emissions across the supply chain and offers a practical framework for impleme…
Peer-reviewedJournalInternational Journal of Energy Economics and Policy2024#Energy TransitionDOI
Determinants of Greenhouse Gas Emissions in the Transportation Sector in Indonesia: Official Statistics and Big Data Approach
Arisanti R.
This paper analyzes the determinants of greenhouse gas emissions in the transportation sector in Indonesia using official statistics and big data. It contributes to policy making for decarbonization in the transportation sector.
Peer-reviewedCNJournalInternational Journal of Environmental Research and Public Health2022#Energy TransitionDOI
The Impact of Transportation Restructuring on the Intensity of Greenhouse Gas Emissions: Empirical Data from China
Wang H.
This study empirically analyzes the impact of transportation restructuring on greenhouse gas emission intensity using data from China. It quantifies emission reduction effects and provides policy implications.
Peer-reviewedJournalInnovation and Green Development2024#ESGDOI
Does national ESG performance curb greenhouse gas emissions?
Long H.
This study empirically investigates whether national ESG performance reduces greenhouse gas emissions, contributing to debates on the effectiveness of sustainability frameworks at the country level.
Peer-reviewed🇺🇸 USAJournalHeliyon2023#ESGDOI
Greenhouse gas emissions and corporate social responsibility in USA: A comprehensive study using dynamic panel model
Ahmad K.
This study empirically examines the relationship between greenhouse gas emissions and CSR among US firms using a dynamic panel model. Findings suggest CSR activities may contribute to emission reductions. However, the abstract is missing, s…
Peer-reviewedJournalSystems2024#AI × ESGDOI
Development of a Forecasting Framework Based on Advanced Machine Learning Algorithms for Greenhouse Gas Emissions
Ene Yalçın S.
This paper proposes a forecasting framework for greenhouse gas emissions using advanced machine learning algorithms. The title suggests a methodological contribution to enhance emission prediction, though specific methods and results are un…
Peer-reviewedJournalProduction and Operations Management2025#GreenwashingDOI
Are Firms Voluntarily Disclosing Emissions Greener?
Shi Y.
This paper empirically examines whether firms that voluntarily disclose greenhouse gas emissions are actually greener (i.e., have lower emissions intensity) or whether disclosure is a form of greenwashing. Findings provide insights into the…
Peer-reviewed🇺🇸 USAJournalJournal of Dairy Science2023#Carbon AccountingDOI
State-level trends in the greenhouse gas emission intensity of US milk production
O'Hara J.K.
This paper analyzes state-level trends in greenhouse gas emission intensity of milk production in the US. It reveals regional variations and improvement trends, providing insights for agricultural emission reduction policies.
Peer-reviewedJournalFrontiers in Chemical Engineering2022#Energy TransitionDOI
A Pathway Towards Net-Zero Emissions in Oil Refineries
Sunny N.
This paper outlines a pathway for oil refineries to achieve net-zero emissions, examining technologies like CCUS, hydrogen, and electrification. It assesses feasibility and costs, providing guidance for the industry's decarbonization.
Peer-reviewedJournalApplied Sciences Switzerland2025#Carbon AccountingDOI
Towards a Climate-Neutral Campus: Carbon Footprint Assessment in Higher Education Institutions
Rus T.
This paper presents a carbon footprint assessment methodology for higher education institutions, covering scope 1, 2, and 3 emissions, and discusses pathways to climate neutrality.
Peer-reviewedJournalSustainability Switzerland2024#Energy TransitionDOI
Cleaner Chips: Decarbonization in Semiconductor Manufacturing
Nagapurkar P.
Explores decarbonization strategies in semiconductor manufacturing, focusing on energy efficiency, renewable energy adoption, and process improvements to reduce CO2 emissions. Contributes to industry-wide emission reduction.
Peer-reviewedJournalSustainability Switzerland2022#Scope 1/2DOI
Carbon Footprint at a United Arab Emirates University: GHG Protocol
Samara F.
This paper presents a case study of carbon footprint assessment at a UAE university using the GHG Protocol. It comprehensively evaluates Scope 1, 2, and 3 emissions, identifies key sources, and proposes reduction measures, offering practica…
Peer-reviewedJournalSustainable Futures2025#Renewable EnergyDOI
Net-zero biomass energy sustainable supply chain considering productivity opportunity gap using machine learning
Abbaspour M.
This study proposes a method using machine learning to consider productivity opportunity gaps in sustainable biomass energy supply chains, aiming to achieve net-zero targets by balancing efficient supply and environmental impact reduction.
Peer-reviewedJournalEnergies2026#Energy TransitionDOI
Developing a Techno-Economic Framework for National-Level End-State Decarbonisation Resource Analysis: A UK Application
Gao L.
This paper proposes a techno-economic framework for analyzing resources needed for national-level decarbonisation, applied to the UK. The framework integrates energy supply-demand, infrastructure, and costs to assess end-state scenarios (e.…
Peer-reviewedJournalCarbon 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-reviewedJournalBuildings 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.
Peer-reviewedCNJournalBuildings2023#Renewable EnergyDOI
Net-Zero Energy Consumption Building in China: An Overview of Building-Integrated Photovoltaic Case and Initiative toward Sustainable Future Development
Li Y.
This paper provides an overview of building-integrated photovoltaic (BIPV) in China, focusing on case studies and initiatives towards net-zero energy buildings. It highlights the role of BIPV in achieving sustainability goals.
Peer-reviewedConference2025 Spring Meeting and 21st Global Congress on Process Safety Gcps 20252025#Scope 1/2
Conversion of Ethane Crackers to Net Zero Direct Emissions
Roessler F.
This paper examines the conversion of ethane crackers to achieve net zero direct emissions, likely discussing technical and economic pathways such as hydrogen and electrification.
Peer-reviewedJournalScientific Reports2026#Energy TransitionDOI
Maritime sector pathways toward net-zero emissions within global energy scenarios
Kramel D.
This paper explores pathways for the maritime sector to achieve net-zero emissions within global energy scenarios, evaluating fuel transitions, energy efficiency, and policy implications.
Peer-reviewedJournalIscience2026#Energy TransitionDOI
Decomposing sources of value for electricity and negative emissions technologies in net-zero power systems
Steinberg D.C.
This paper decomposes the value sources of electricity and negative emissions technologies (NETs) in net-zero power systems. It develops a framework to quantify the contributions of different technologies to system cost and emissions reduct…