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-reviewedJournalNanomaterials2026#Carbon AccountingDOI
Silica Fume as a Physical Dispersing Agent for Carbon Nanotubes in Cementitious Mortars: Microstructural Mechanisms, Mechanical Performance and Carbon Reduction Efficiency
Alaíde Marta dos Santos, Viviany Geraldo, Rovadávia Aline de Jesus Ribas +2
This study investigates silica fume as a physical dispersing agent for carbon nanotubes (CNTs) in cementitious mortars to enhance mechanical performance and cement-use efficiency. The hybrid system (SILCNT) achieved 6.2%, 13.7%, and 16.0% i…
Peer-reviewedJournalJournal of Cleaner Production2026#Energy TransitionDOI
Development of a distributive Canadian energy-water-carbon nexus system planning model for accomplishing net-zero carbon emissions by 2050
Yang Xu, Guohe Huang, Leian Chen +2
This paper develops a distributive system planning model for the Canadian energy-water-carbon nexus to achieve net-zero carbon emissions by 2050. The model integrates energy supply-demand, water use, and carbon emissions across regions, ena…
🌍 GlobalJournalFigshare2026#Carbon AccountingDOI
Policy Toolkit: 1 - Embodied Carbon 101
Michelle Lambert, Meghan Lewis
This factsheet provides a high-level overview of embodied carbon—GHG emissions from manufacturing, transportation, installation, maintenance, and disposal of building and infrastructure materials. It explains its significance in the global …
Peer-reviewed🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalAdvanced Energy and Sustainability Research2026#Energy TransitionDOI
Materials Informatics in Carbon Materials for Energy and Sustainability
Κ. Fujita, Shunsuke Shimizu, Shiho Mukaida +3
This perspective discusses the application of materials informatics (MI) to carbon materials design for energy and sustainability technologies. AI-assisted literature mapping, regression analysis, ML-based structural modeling, image-based c…
🇨🇳 ChinaJournalPubMed2026#PolicyDOI
[Impact of China's Digital Economy on the Spatial Correlation Network of Carbon Emissions from a Carbon Transfer Perspective].
Shu-Qiang Jiang, Zhi-Liang Dong
Using panel data from 30 Chinese provinces (2010-2022) and integrating complex network analysis with econometric modeling, this study empirically examines the dynamic impact of the digital economy on the spatial correlation network of carbo…
Peer-reviewed🇪🇺 EuropeJournalEuropean Mathematical Society Magazine2026#Carbon AccountingDOI
Under the hood of a carbon footprint calculator
Indira Chatterji, Ariadna Fossas Tenas, Elise Raphael
This paper explains the basic linear algebra formulas used in carbon footprint computations. It clarifies the mathematical foundations, helping practitioners understand and improve their own calculation methods.
🌍 GlobalJournalFigshare2026#Carbon AccountingDOI
CLF Embodied Carbon Policy Toolkit
Michelle Lambert, Meghan Lewis, Brook Waldman +3
This toolkit provides policymakers with resources to understand the current embodied carbon policy landscape and craft policies to radically reduce embodied carbon in buildings and infrastructure. It is a practical guide for accelerating de…
🇨🇳 ChinaJournalPubMed2026#Energy TransitionDOI
[Carbon Emission Probability Density Forecasting and Carbon Peaking Potential Analysis： A Case of Anhui Province].
Yaoyao He, Can Li
This study develops a carbon emission probability density forecasting model using quantile regression neural network (QRNN) for Anhui Province, China. It evaluates 2022 reduction progress and forecasts under four scenarios (2023-2035). The …
🇨🇳 ChinaJournalPubMed2026#PolicyDOI
[Comparative Analysis of Influencing Factors for Carbon Emissions in China and Carbon Peak Countries].
Chang Yong-xing, Chun-Yan Shan
This study compares China with 13 carbon peak countries using the Mann-Kendall test and STIRPAT model to analyze emission influencing factors. Results show total energy consumption as the core driver, while China's urbanization rate and GDP…
JournalZenodo (CERN European Organization for Nuclear Research)2026#Carbon AccountingDOI
carbon emission map
Maoyao Cai
This paper outlines methods for creating a carbon emission map to visualize geographical distribution of emissions. While details are limited, spatial mapping is fundamental for carbon accounting.
🇺🇸 USAJournalFigshare2026#Carbon AccountingDOI
The California Carbon Report
Brad Benke, M W Roberts, Yang Shen +3
This study analyzes whole life carbon assessments (WLCA) for 30 new building projects in California. It examines the balance between embodied and operational carbon, estimates carbon intensities, and identifies key contributors to embodied …
Peer-reviewedJournalCarbon Footprints2026#Carbon AccountingDOI
Is soil carbon sequestration overestimated in carbon footprint accounting?
Licida M. Giuliani, Sylvia H. Vetter, Pete Smith
This paper critically examines the potential overestimation of soil carbon sequestration in carbon footprint accounting. It highlights risks from measurement uncertainties and assumptions that may exaggerate actual carbon reduction, calling…
Peer-reviewed🇨🇳 ChinaJournalCoatings2026#HydrogenDOI
Confining CoFe Alloy Nanocubes Within N-Doped Carbon Shells via Pyrolysis of Phenolic Resin-Coated Etched Prussian Blue Analogs for Efficient Oxygen Evolution
Yishan Jiang, Qichao Zhang, Shengyi Huang +6
This work synthesizes N-doped carbon-encapsulated CoFe alloy nanocubes (CoFe-NC@C) by coating hollow CoFe Prussian blue analogs with phenolic resin and subsequent carbonization. The carbon shell prevents structural collapse and aggregation …
Peer-reviewedJournalColorectal Disease2026#Carbon AccountingDOI
Ditch the drapes: Non‐sterile substitution in proctology, a population‐based cost and carbon life cycle analysis with early implementation audit
Matthew P. Irwin, David Russell, Irene Sung +4
This study evaluates source reduction (avoiding drapes, using non-sterile protective equipment, selective opening of suction and diathermy) in proctology procedures in New South Wales, Australia. Annual savings from source reduction were pr…
🇨🇳 ChinaJournalPubMed2026#PolicyDOI
[Spatio-temporal Coupling and Driving Mechanisms of Agricultural Carbon Emission Reduction and High-quality Development of Agricultural Economy].
Jing-Cai Li, Yun Xiang, Qian Lu
Using panel data of 229 Chinese cities from 2012 to 2022, this study analyzes the spatio-temporal coupling and driving mechanisms between agricultural carbon emission reduction and high-quality agricultural economic development. Employing a…
Peer-reviewed🇨🇳 ChinaJournalActa Physico-Chimica Sinica2026#OtherDOI
Cyano-grafted porous carbon nitride for robust H2O2 photosynthesis by defect-engineering-induced deep electron trapping
Xingyu Liu, Jiaming Li, Chao Liu +8
This study develops cyano-grafted porous carbon nitride and introduces deep electron traps via defect engineering for robust H2O2 photosynthesis. The material enhances charge separation efficiency, achieving high H2O2 production activity.
Peer-reviewed🇪🇺 EuropeJournalJournal of Composite Materials2026#Carbon AccountingDOI
Achieving carbon-neutral fiber-composite materials by reducing the thermosetting matrix system’s global warming potential
Pascal Mindermann
This study proposes a low-impact material system combining flax fibers, furan resin, and biochar filler, achieving A1 carbon neutrality with minimal mechanical trade-offs. Incorporating 19.1 wt% biochar reduced mass-specific flexural modulu…
Peer-reviewed🇪🇺 EuropeJournalEcological Informatics2026#OtherDOI
Functional traits and ecosystem services across urban greenery, urban forests, and forests in nature-based solutions: A review
Margherita Paladini, Bruno Lasserre, Mario Pagano +2
This review analyzes 80 papers on functional traits in nature-based solutions across urban and forest contexts. It finds that functional traits mediate biodiversity-ecosystem service relationships, with expression context-dependent on manag…
Journal2026#BiodiversityDOI
Designing micro-scale Nature-Based Solutions using AI-based predictive models
Tache Antonio-Valentin, Alexandru-Ionut Petrisor
This study proposes a method for designing micro-scale Nature-Based Solutions (NBS) using AI-based predictive models, with potential applications in climate adaptation and biodiversity conservation.
Peer-reviewed🇨🇳 ChinaJournalJournal of Materials in Civil Engineering2026#CCUSDOI
Graphene Oxide–Coated Biochar: Dual Enhancement of Carbon Capture Capacity and Mechanical Properties of Cementitious Materials
Jia-Cheng Luo, An-Nan Zhong, Wu-Jian Long +6
This study proposes graphene oxide-coated biochar (GC) to enhance both carbon capture capacity and mechanical properties of cementitious materials. GC, prepared by bonding GO to straw-derived biochar via amino functionalization, exhibits a …
