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-reviewed🌍 GlobalJournalFrontiers in Sustainability2025#Scope 3DOI
Invisible footprints, visible insights: machine learning reveals Scope 3 emissions
Wang S.Y.
This paper proposes a machine learning approach to estimate Scope 3 emissions, addressing the challenge of data-scarce indirect emissions. It enables better visibility for corporate decarbonization strategies and improves disclosure accurac…
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-reviewed🌍 GlobalJournalEnvironmental Research Letters2018#Scope 3DOI
The growing importance of scope 3 greenhouse gas emissions from industry
Hertwich E.G.
This paper analyzes the growing importance of scope 3 emissions in industry, emphasizing the need for supply chain-wide emission reductions. It highlights that accounting and reporting of indirect emissions have become central to corporate …
Peer-reviewed🌍 GlobalJournalTransportation Research Interdisciplinary Perspectives2025#Energy TransitionDOI
Challenges and opportunities for ports in achieving net-zero emissions in maritime transport
Halpe P.
This paper examines the challenges and opportunities for ports in achieving net-zero emissions in maritime transport. It analyzes infrastructure for alternative fuels, electrification of port operations, and energy efficiency measures, high…
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…
Peer-reviewedJournalEnvironmental Research Climate2023#Climate ScienceDOI
Probability of continued local-scale warming and extreme events during and after decarbonization
Diffenbaugh N.S.
This paper analyzes the probability that local-scale warming and extreme weather events will persist during and after decarbonization. Using climate models, it quantifies the risk that even if emission reductions are achieved, some regions …
Peer-reviewedJournalEnvironment Development and Sustainability2026#Energy TransitionDOI
Transforming cantonments into net zero locality: a case study for replicating across India
Bhave P.P.
This paper presents a case study on transforming Indian cantonments (military bases) into net zero localities, exploring renewable energy deployment and energy efficiency measures for replication across India.
Peer-reviewedJournalSustainable Futures2024#Supply ChainDOI
Critical review of the drivers and barriers for adopting net zero carbon procurement for construction projects
Osei-Kyei R.
This paper critically reviews the drivers and barriers for adopting net zero carbon procurement in construction projects. It synthesizes factors such as policy support, supply chain collaboration, and cost implications, offering practical i…
Peer-reviewedJournalCarbon Management2024#Carbon AccountingDOI
Demystifying carbon removals in the context of offsetting for sub-global net-zero targets
Möllersten K.
This paper demystifies the use of carbon removals for offsetting in sub-global net-zero targets. It clarifies the role and challenges of offsets and proposes a framework for effective carbon removal strategies.
Peer-reviewedJournalIatss Research2023#Energy TransitionDOI
Assessment of road transportation measures for global net-zero emissions considering comprehensive energy systems
Akimoto K.
This study assesses road transportation measures for global net-zero emissions, considering comprehensive energy systems that integrate renewable energy and transport decarbonization. It analyzes the effectiveness of measures such as EV ado…
Peer-reviewedJournalFrontiers in Climate2023#PolicyDOI
On the path to net-zero: Establishing a multi-level system to support the complex endeavor of reaching national carbon neutrality
Köhnke F.
This paper proposes a multi-level governance system to support national net-zero targets. It argues that achieving carbon neutrality requires coordination across central government, local authorities, businesses, and citizens. The conceptua…