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-reviewedJournalACS Sustainable Resource Management2026#Carbon AccountingDOI
Waste-Derived Products Need a Contaminant Budget, Not Just a Carbon Footprint
Debajyoti Kundu
Waste valorization is typically assessed via resource recovery and carbon benefits, overlooking contaminants inherited from feedstocks or generated in processing. This viewpoint proposes 'contaminant budgeting' as a complement to carbon acc…
Peer-reviewedJournalJOURNAL OF SCIENCE AND SOCIAL RESEARCH2026#AI × ESGDOI
A REVIEW OF CARBON FOOTPRINT PREDICTION MODELS: METHODS, ADVANCES, AND FUTURE DIRECTIONS
Roni Yunis, Irpan Adiputra Pardosi
This systematic review examines carbon footprint prediction models from 2018–2024, covering process-based, input-output, hybrid, grey system, and AI-based approaches. It identifies persistent challenges in data quality, model complexity, sc…
Peer-reviewed🇪🇺 EuropeJournalZenodo (CERN European Organization for Nuclear Research)2026#Carbon AccountingDOI
Factsheet | Modelling Soil Carbon and Greenhouse Gas Balances
Fondazione Icons
This MRV4SOC technical factsheet reviews process-based and hybrid modelling of soil organic carbon dynamics and GHG balances across European land-use systems. It benchmarks models such as RothC and Yasso and develops an enhanced ORCHIDEE la…
DatasetMendeley Data2026#Energy TransitionDOI
Code and data for: Timing over routing – carbon-aware truck–drone delivery with swappable batteries under hourly grid carbon intensity
Egemen HOPALI
This study tests whether the carbon footprint of electrified last-mile delivery depends on when electricity is drawn, and whether carbon-aware operation needs new routes or only re-timing. A mixed-integer truck–drone model prices each kWh a…
🇺🇸 USAJournalFigshare2026#Carbon AccountingDOI
2017 Embodied Carbon Benchmark Study v1
Meghan Byrne, Kathrina Simonen, Barbara Rodriguez +4
Stage one of the LCA for Low Carbon Construction project funded by the Charles Pankow Foundation, Skanska USA and Oregon DEQ. It compiled the largest known database of building embodied carbon into an interactive tool, established consensus…
JournalFigshare2026#Carbon AccountingDOI
Beginner’s Guide to MEP Embodied Carbon
Kayleigh Houde, Kim Shinn, Aurora Jensen +11
MEP systems can account for up to 27% of product-stage embodied carbon, 52% of overall embodied carbon, and 73% of whole-life carbon, yet are often overlooked in building decarbonization. This guide offers practical methodologies, BIM takeo…
🇪🇺 EuropeDatasetZenodo (CERN European Organization for Nuclear Research)2026#Carbon AccountingDOI
A standardised and reusable dataset of soil data to be used in Monitoring Reporting and Verification systems for carbon credits certification, in Excel and Soilwise Geopackage format and described by standard vocabularies: A Case Study in the Po Plain (Northern Italy)
Francesco Palazzi, Daniele Rizza, Alberto Bombieri +10
This paper presents a standardized, reusable soil dataset from 2023-2025 field campaigns in the Po Plain (Northern Italy) under the Horizon MRV4SOC project. It integrates depth-stratified physical and chemical soil properties (SOC, bulk den…
Peer-reviewedJournalModeling Earth Systems and Environment2026#Carbon PricingDOI
A three-echelon inventory model for growing and perishable products considering carbon tax, preservation investment, and credit payment
Shafa Keysa Rinjani Hananta, Cucuk Nur Rosyidi, Wakhid Ahmad Jauhari
A three-echelon inventory model integrating carbon tax, preservation investment, and credit payment for growing and perishable products. It analyzes how carbon pricing shapes ordering and preservation decisions under deterioration. No abstr…
Peer-reviewedJournalLand2026#Climate ScienceDOI
Integrating Nature-Based Solutions into Urban Spatial Planning: Stormwater Management, Green Space Optimization and the Urban Bioeconomy
Viktorija Brndevska Stipanović, Ivana Janeska Stamenkovska, Kiril Sotirovski
An integrative review of six nature-based solution typologies (rain gardens, blue–green roofs, bioswales, constructed wetlands, retention ponds, permeable paving) as urban spatial planning instruments, viewed through a bioeconomic lens. Of …
Peer-reviewedJournalChemical Engineering Science2026#CCUSDOI
Dried silkworm pupae-derived porous carbons with tailored ultramicroporosity and oxygen functionalities for efficient CO2 capture
Dong Li, Linjie Gong, Jiadi Gao +2
A materials study synthesizing porous carbons from dried silkworm pupae biomass, with tailored ultramicropores and oxygen functional groups for CO2 capture. It illustrates converting biomass waste into solid sorbents for CCUS, where pore st…
Peer-reviewed🌍 GlobalJournalCatalysis Today2026#CCUSDOI
From CO2 capture to carbon circularity: Integrated materials, reactive utilization and scale-up pathways
Fiaz Hussaın, Farooq Ahmad, Muhammad Tahir Amin +3
A review linking CO2 capture materials with reactive utilization toward carbon circularity, spanning integrated materials design and scale-up pathways. It appears to connect capture technology to conversion/use routes and implementation cha…
Peer-reviewedJournalChemical Engineering Science2026#CCUSDOI
Modeling carbon capture using MEA and extended UNIQUAC: Validation and Analysis of Underlying Physical Phenomena
Loukas Kollias, Xiaodong Liang, Philip Loldrup Fosbøl +2
This work models CO2 chemical absorption using MEA with an extended UNIQUAC thermodynamic framework. It validates the model and analyzes the underlying physical phenomena governing absorption behavior, supporting more accurate design of car…
Peer-reviewedJournalChemical Engineering Journal2026#CCUSDOI
Carbon capture model of CLC fuel reactor and its application in a 5 MWth pilot unit
Yang Wang, Dan Li, Jiaye Li +1
This work develops a carbon capture model for the fuel reactor of a chemical looping combustion (CLC) system and applies it to a 5 MWth pilot unit. CLC enables low-energy CO2 separation, and validating the model at pilot scale informs scale…
Peer-reviewedJournalInternational Journal of Pure Science Research Studies (IJPSRS)2026#CCUSDOI
Metal-Organic Frameworks for Carbon Dioxide Capture: Design Principles and Performance
Teena Joseph
This review frames CO2 separation from flue gas and air as an adsorption problem and explains the three binding mechanisms used by metal-organic frameworks—physisorption in tailored micropores, coordination at open metal sites, and chemisor…
Peer-reviewed🇪🇺 EuropeJournalBiomass and Bioenergy2026#CCUSDOI
Rethinking inorganic carbon feeding in microalgae cultivation for enhanced biomass productivity and carbon capture
Christina Samara, Georgia Papapanagiotou, Christos Chatzidoukas
This work reconsiders how inorganic carbon is supplied in microalgae cultivation to improve biomass productivity and carbon capture efficiency. It focuses on carbon-feed design as a lever on cultivation performance. Without an abstract, spe…
Peer-reviewed🇨🇳 ChinaJournalACS Applied Energy Materials2026#Energy TransitionDOI
Unlocking the Low-Temperature Potential of Biomass-Derived Hard Carbon Anodes via Synergistic N/S Co-Doping for High-Performance Sodium-Ion Batteries
Hu Luo, Chen Lei, Lele Song +2
Using waste banana peels and dilute sulfuric acid pretreatment, the authors achieve in situ N/S co-doped hard carbon anodes at low carbonization temperatures (750–950 °C). The N/S synergy boosts active sites and conductivity, compensating r…
Peer-reviewed🇨🇳 ChinaJournalProcesses2026#EV & TransportDOI
Low-Carbon Economy Optimization of Park-Level Integrated Energy Systems Considering Temporal and Spatial Scheduling of Large-Scale Electric Vehicles
Yudong Wang, Huijuan Huo, Shuo Wang +7
This paper builds a bi-layer scheduling model for park-level integrated energy systems that jointly optimizes temporal and spatial scheduling of large EV fleets. The upper layer runs multi-objective optimization (min operating cost, max car…
Peer-reviewed🇨🇳 ChinaJournalSustainable Cities and Society2026#Energy TransitionDOI
Quantifying the nonlinear interactions between low-carbon development and urban resilience for urban renewal: An LV–ML–Vivid analysis
Aoxiang Zhang, Ruyin Long, Hong Chen +1
This study quantifies nonlinear interactions between low-carbon development and urban resilience in the context of urban renewal. It combines latent variable (LV) modeling, machine learning, and Vivid analysis. Without an abstract, details …
Peer-reviewed🇨🇳 ChinaJournalBrodogradnja2026#Energy TransitionDOI
Dynamic gas-electric energy network construction and joint economic low-carbon dispatch optimization for hybrid ships
Zhongbo Tang, Jundong Zhang, Jiale Li +2
Proposes a dynamic gas-network model via time-frequency transformation and a joint economic low-carbon dispatch framework for hybrid ships, resolving the time-scale mismatch between gas dynamics and power-grid response. Frequency-domain red…
Peer-reviewed🇨🇳 ChinaJournalEnvironmental Policy and Governance2026#PolicyDOI
Governing Decarbonisation Through Policy Experimentation: Layered Site Selection in China's Low‐Carbon Pilot Programme
Juan Du, Dan Ling, Hongtao Yi
This study analyzes how site-selection criteria for China's Low-Carbon Province and City pilot changed across successive batches using Cox proportional hazards and piecewise exponential models. Early entry favored cities with stronger fisca…