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-reviewedJournalCarbon Footprints2026#Carbon AccountingDOI
Process design and carbon footprint analysis of thraustochytrid biomass production using distillery wastewater
Joshua Enrique Ignacio, Jewel A. Capunitan, Maria Victoria Migo-Sumagang
This study simulates a commercial-scale thraustochytrid biomass production process using distillery wastewater as feedstock, with DWSIM and carbon footprint analysis. Electricity consumption, especially freeze-dryer, is the main emission ho…
Peer-reviewedJournalJournal Africain des Sciences2026#AI × ESGDOI
SMART MANAGEMENT OF NETWORK RESOURCES TO REDUCE THE CARBON FOOTPRINT OF IT INFRASTRUCTURES IN THE DEMOCRATIC REPUBLIC OF THE CONGO.
Trésor Ndengo Tietia, Rostin Mabela Matendo Makengo, Pierre Kasengedia Motumbe +4
This paper proposes a smart network resource management model using AI (DQN, Q-Learning, PSO, ACO) to optimize energy consumption of IT infrastructures in the Democratic Republic of Congo. Simulations show up to 32% energy reduction and 21.…
Peer-reviewedJournalCurrent Developments in Nutrition2026#Scope 3DOI
Evaluating the Co-Benefits of Sustainable Diets on Carbon Footprint and Nutritional Density in Corporate Cafeterias
Jee Yeon Hong, Suzy Kim, Hana Jo +2
This paper evaluates the co-benefits of sustainable diets in corporate cafeterias, focusing on both carbon footprint reduction and nutritional density improvement. Through data analysis, it quantifies the greenhouse gas reduction and health…
Peer-reviewedJournalCleaner and Responsible Consumption2026#OtherDOI
The Food Twin Method: Identifying blind spots in consumer carbon footprint judgments
Jana Straßheim, Christophe A. H. Bousquet, Johanna Köchling +2
This paper proposes the 'Food Twin Method' to identify blind spots in consumers' carbon footprint judgments for food products. Through experiments or surveys, it reveals cognitive biases in consumer perception, offering insights for more ef…
Peer-reviewed🇨🇳 ChinaJournalSustainable Cities and Society2026#Carbon AccountingDOI
Spatiotemporal quantification of electric vehicle charging carbon footprint for urban governance
Ruiping Wang, Meihang Zhang, Lin Zhang
This paper proposes a spatiotemporal quantification method for carbon footprint from electric vehicle (EV) charging. By analyzing urban charging patterns, it reveals spatial and temporal distribution of emissions, providing insights for eff…
JournalZenodo (CERN European Organization for Nuclear Research)2026#Carbon AccountingDOI
HolyDiver: Water and Carbon Footprint-Aware Serverless Computing
Rohan Basu Roy
This resource provides the code and scripts of HolyDiver, a system that makes serverless computing aware of water and carbon footprints, aiming to optimize and reduce environmental impact in cloud computing.
Peer-reviewed🇪🇺 EuropeJournalJournal of Industrial Ecology2026#Carbon AccountingDOI
Carbon intensity of electricity: a systematic methodological and quantitative review
Camilla Citterio, Nicolò Golinucci, Lorenzo Rinaldi +1
This systematic review compares electricity emission factors from multiple authoritative sources (Ecoinvent, EXIOBASE, IEA, etc.) for the EU and US. It finds moderate agreement on direct operational emissions but significant variation in fu…
Peer-reviewedJournal2026#Carbon PricingDOI
Carbon Markets in India: Pathways to scale Durable CDR
Christi Kesh, Srishti Singh, Darshna Singh +3
This paper explores pathways to scale durable carbon dioxide removal (CDR) through carbon markets in India. It analyzes policy frameworks and market mechanisms to identify conditions necessary for scaling CDR.
Journal2026#Energy EfficiencyDOI
Carbon-Taxed Transformers: Efficient, Accurate, and Sustainable LLMs
Ajmain Inqiad Alam, Palash Ranjan Roy, Chanchal K. Roy +2
We propose Carbon-Taxed Transformers (CTT), a compression pipeline inspired by economic carbon taxation that integrates Neural Architecture Search, structured pruning, quantization, and knowledge distillation. Evaluated on code clone detect…
Peer-reviewedJournalApplied Soil Ecology2026#OtherDOI
Does size matter? Biochar particle size and nitrogen addition drive biochar-derived carbon mineralisation and soil organic carbon turnover
Charlie J. Davis, David R. Chadwick, Davey L. Jones +1
This study investigates how biochar particle size and nitrogen addition affect the mineralization of biochar-derived carbon and soil organic carbon turnover. Results indicate that both factors influence carbon storage efficiency, providing …
Peer-reviewed🇨🇳 ChinaJournalNext Materials2026#CCUSDOI
Next-generation carbon-negative composites: A paradigm shift in materials science through CO₂–derived carbon fiber synthesis
Alberto Boretti
This paper provides the first integrated cradle-to-grave LCA framework and techno-economic assessment for CO₂-derived carbon fibers. It reviews electrochemical synthesis methods converting CO₂ into carbon nanofibers/nanotubes for lightweigh…
Peer-reviewedJournal2026#PolicyDOI
EU Carbon Border Adjustment Mechanism Dominant Perspectives in India EU Carbon Border Adjustment Mechanism About CEEW
Harman Singh, Aparna Sharma, Vaibhav Chaturvedi
This paper analyzes dominant Indian perspectives on the EU Carbon Border Adjustment Mechanism (CBAM), discussing its implications for Indian trade and climate policy.
🇺🇸 USAJournalZenodo (CERN European Organization for Nuclear Research)2026#Carbon AccountingDOI
`forestTIME` annualized FIADB carbon and biomass estimates
Scott, Eric R., Diaz, Renata, Steinberg, Dani +2
This dataset provides annualized forest carbon and biomass estimates from the US Forest Inventory and Analysis database, processed using the forestTIME R package. It enables time-series analysis of forest carbon stocks and evaluation of cli…
Peer-reviewed🌍 GlobalJournalThe Journal of Peasant Studies2026#Carbon PricingDOI
From livestock keepers to carbon catchers? Carbon projects and agrarian transformation in East Africa’s pastoral rangelands
Charis Enns, Brock Bersaglio
This article examines the relationship between carbon projects and agrarian change in pastoral rangelands, using the voluntary carbon market in East Africa as a case study. Drawing on Bernstein's 'three problematics' of agrarian studies, it…
Peer-reviewed🇨🇳 ChinaJournalSustainable Production and Consumption2026#Carbon AccountingDOI
Inter-provincial carbon transfer, environmental inequality, and responsibility reallocation in China's tiered carbon-peaking transition
Yang Zhang, Na Wang, Jing Shen
This study analyzes inter-provincial carbon transfer and environmental inequality in China's tiered carbon-peaking transition, proposing responsibility reallocation mechanisms. It offers insights for carbon accounting and climate policy des…
🇺🇸 USAJournal2026#AI × ESGDOI
The Hidden Carbon Cost of Aligning AI: Carbon-Aware Scheduling for Reinforcement Learning from Human Feedback
Saher Elsayed
This paper presents the first phase-resolved carbon footprint characterization of RLHF, finding that the PPO phase accounts for 59-64% of total training emissions. It introduces CarbonAware-RLHF, a scheduling framework that adaptively shift…
Peer-reviewedJournalJournal of Architecture and Built Environment Research (JABER)2026#Carbon AccountingDOI
Designing with Carbon Awareness: Integrating Embodied and Operational Carbon Assessment in Early Architectural Design Stages
Abdullahi Hussein
This research explores integrating embodied and operational carbon assessment in early architectural design to support low-carbon decision-making without compromising design intent. Using a mixed-method multi-case comparative approach, it a…
Peer-reviewedJournalLimnology and Oceanography2026#Climate ScienceDOI
Significant contribution of petrogenic organic carbon to suspended particulate organic carbon in the Beaufort Sea
Dahae Kim, Jung‐Hyun Kim, Sujin Kang +2
This study investigated sources of particulate organic carbon in the Mackenzie Trough of the Canadian Beaufort Sea using dual-isotope analysis and molecular biomarkers. Applying a Monte Carlo mixing model, they found that petrogenic organic…
Peer-reviewed🇨🇳 ChinaJournalFrontiers in Marine Science2026#OtherDOI
Harnessing the microbial carbon pump: prospects and challenges for coastal carbon sequestration
Jinzi Hao, Yue Sun, Xiaodi Shang +6
This review evaluates carbon sequestration technologies based on the Marine Microbial Carbon Pump (MCP) theory in coastal ecosystems. MCP converts labile dissolved organic carbon into recalcitrant DOC for long-term storage. Coastal areas co…
Peer-reviewedCNJournalFigshare2026#Climate ScienceDOI
Effects of blue carbon restoration strategies on sediment carbon sinks and underlying mechanisms across contrasting hydrogeomorphic settings
Jia Lin, Xiaoguang Ouyang
This study analyzed sediment carbon and nitrogen accumulation in 90 cores from natural and restored mangroves, seagrass beds, and tidal flats in estuarine and open-coast settings in South China. Using an organic matter diagenetic model, mul…