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.
Preprint🇺🇸 USAZenodo2026#Energy TransitionDOI
Behind-the-Meter Solar at Hyperscale Data-Center Campuses: A Resource-Graded Carbon-Price Threshold Across Eleven U.S. Markets (code and data)
Dutta, Sweta
This paper provides code and data for evaluating behind-the-meter solar at hyperscale data centers across 11 U.S. markets, expressed as resource-graded carbon-price thresholds. Monte Carlo simulations and sensitivity analyses quantify how l…
Preprint🇪🇺 EuropeZenodo2026#CCUSDOI
Governance, ownership and funding of CO2 transport networks (D10.4)
Bagdonas, Martynas, Lennon, Emily, Poovalagan, Hareesh Singanallur +1
This report examines governance, ownership, and funding options for transnational CO2 transport networks essential for EU's 2050 net-zero target. It identifies a significant gap between current financing mechanisms and investment needs, rec…
Preprint🇪🇺 EuropearXiv2026#AI × ESG
Europe's Climate Ambition Under Scrutiny: Evidence from Deep Learning Emission Projections
Jacopo Ghirri, Carlos Rodriguez-Pardo, Lara Aleluia Reis +1
Using deep learning on high-resolution socioeconomic and sectoral data, this study projects EU27 CO2 trajectories to 2030 under current trends. It finds emissions will exceed the 2030 target by 35% (620 Mt shortfall), with only a minority o…
🇨🇳 ChinaDatasetScience Data Bank2026#Climate ScienceDOI
Global 2km×2km low uncertainty column-averaged dry air mixing ratio of methane dataset (2018-2025)
Jiwei Shen, Dakang Wang
A global 2km×2km methane concentration dataset (TRCH4S V1.0) derived from TROPOMI satellite data. Validated against TCCON and GOSAT, it shows high accuracy and resolves plume structures from super-emitters like oil and gas fields better tha…
Peer-reviewed🇺🇸 USAJournalFrontiers in Climate2026#Scope 3DOI
Bridging the climate-corporate gap: utilizing GWP* with GWP100 for livestock companies’ greenhouse gas inventories
Sarah C. Klopatek, Logan R. Thompson, Sara E. Place +1
This paper develops a methodology for livestock companies to dual-report GWP* and GWP100 in their GHG inventories, addressing the limitations of GWP100 for short-lived climate pollutants. The 'shadow company' technique enables GWP* calculat…
Peer-reviewed🇪🇺 EuropeJournalFrontiers in Sustainable Food Systems2026#Carbon AccountingDOI
Farm-level greenhouse gas assessment in dairy systems: a review of drivers of variability
Dima Farra, Nicolaj Ingemann Nielsen, You Chang +5
This review analyzes factors affecting comparability of farm-level GHG estimates in dairy systems. Based on 91 studies, it finds that variation stems mainly from system boundaries, functional units, allocation procedures, upstream coverage,…
Peer-reviewedCNJournalFrontiers in Marine Science2026#PolicyDOI
Navigating regulatory overlap in shipping decarbonization: coordinating the EU Maritime ETS and the IMO Net-Zero Framework
Gaoxin Guo, Peng Wang
This article analyzes regulatory overlap between the EU Maritime ETS and the IMO Net-Zero Framework in international shipping decarbonization. It identifies normative, cost, and procedural overlaps, and proposes a two-level coordination pat…
🌍 GlobalJournal2026#Energy TransitionDOI
Author response for "Decarbonization Pathways and Mitigation Potential Assessment for the Steel Sector in Southeast Asia"
Tae Yong Jung, Yoonha Lee, Hyunkyung Joo +2
This paper assesses decarbonization pathways and mitigation potential for the steel sector in Southeast Asia, addressing region-specific challenges and proposing technology and policy options for a sustainable transition.
Peer-reviewed🌍 GlobalJournalSustainability2026#Energy TransitionDOI
Optimal Decarbonization Pathways for South Africa’s 2030 Nationally Determined Contribution Targets
Oliver Ibor Inah, Prosper Zanu Sotenga, Udochukwu Bola Akuru
This study identifies optimal decarbonization pathways for South Africa's 2030 NDC target (420 MtCO2) using a Decay-LP-GA framework and Pareto analysis. It finds that front-loaded efficiency gains followed by accelerated coal phase-out achi…
Peer-reviewed🇪🇺 EuropeJournalEnvironmental Research: Energy2026#Carbon PricingDOI
Balancing decarbonisation pathways: a comparative analysis of the effects of carbon pricing strategies on the decarbonisation of the EU energy system via a linked modelling approach.
Ilaria Perissi, Davide Natalini, Enric Alcover +1
This study links a system dynamics-based integrated assessment model (pymedeas) with an agent-based electricity market model (TaxvsETS ABM) to compare carbon taxes and emissions trading under realistic EU decarbonisation pathways. Results s…
Peer-reviewedCNConference2025 IEEE 8th International Electrical and Energy Conference Cieec 20252025#HydrogenDOI
Cost Projections for Green Hydrogen Production Using Different Electrolyser Technologies in China
Cheng J.
This paper projects the cost of green hydrogen production in China across different electrolyser technologies, analyzing how technology choice and policy support affect cost reduction. It evaluates the economics of renewable-based hydrogen …
Peer-reviewedCNJournalResources Policy2024#Climate FinanceDOI
Exploring the impact of sustainable finance on carbon emissions: Policy implications and interactions with low-carbon energy transition from China
Zhang W.
This paper empirically analyzes the impact of sustainable finance on carbon emission reduction in China, examining its interaction with low-carbon energy transition. It provides policy implications for promoting green finance and decarboniz…
Peer-reviewedCNJournalClimate Policy2025#Carbon PricingDOI
Does environmental regulation promote energy market integration? Evidence from China’s carbon emission trading pilot
Qi S.
This paper empirically analyzes the impact of China's carbon emission trading pilot on energy market integration. It examines the mechanisms through which environmental regulation promotes market integration, contributing to policy evaluati…
Peer-reviewed🇪🇺 EuropeJournalInternational Journal of Environmental Research2025#Carbon PricingDOI
Do Emission Trading Systems, Green Technology, and Environmental Governance Matter for Environmental Quality? Evidence from the European Union
Radulescu M.
This paper empirically examines the impact of emissions trading systems, green technology, and environmental governance on environmental quality in EU countries. It evaluates policy effectiveness and offers insights for climate policy desig…
Peer-reviewed🇪🇺 EuropeJournalJournal of Environmental Law2012#Carbon PricingDOI
Carbon taxation in the EU: Expanding the EU carbon price
Weisbach D.A.
This paper analyzes the expansion of carbon taxation in the EU, examining the design of carbon prices and their economic impacts. It considers alignment with the EU ETS and effects on industrial competitiveness, offering insights into effec…
🌍 Global2026#AI × ESG
Can Carbon-Aware Data Center Workload Allocation Reduce Power System Emissions? The Role of Contract Reshuffling
Yihsu Chen, Abel Souza, Fargol Nematkhah +1
This paper models power markets where hyperscalers shift LLM inference workloads to modular datacenters co-located with renewables. It reveals that contract reshuffling can undermine emission reductions from cleaner procurement, and that fo…
Peer-reviewedCNJournalAdvanced Electromagnetics2026#AI × ESGDOI
An Enterprise Financial Health Rating System Based on Deep Belief Networks in Financial Big Data Analytics
J. Z. Lin
This study constructs a financial health rating system using Deep Belief Networks (DBN) to classify enterprises into seven tiers. Using 2,486 firm-year observations from 247 textile, apparel, and leather companies listed on Shanghai-Shenzhe…
Peer-reviewed🌍 GlobalJournalThunderbird International Business Review2026#ESGDOI
ESG
Performance, Green Finance Activities, and Bank Financial Stability: The Role of Institutional Quality
Imen Fakhfakh, Amal Ghribi, Soulef Smaoui
Using panel data from 251 banks across 56 countries (2009-2024), this study finds that ESG performance generally enhances bank stability (Z-score), but this effect weakens as the share of green financial products increases, indicating a sub…
🇪🇺 Europe2026#CCUS
Exploring Initial CO2 Transport Topologies for Germany's Carbon Management
Toni Seibold, Luna Lütz, Tom Brown
Germany's climate targets require carbon capture and storage for residual emissions from hard-to-abate sectors. This study combines graph theory with a sector-coupled energy system model to evaluate 60 CO2 transport network topologies for 2…
Preprint🇨🇳 China2026#Carbon AccountingDOI
Effect of initial pools on carbon balance calculations – a case of larch plantations in northeastern China
B. Jiang, Xingji Jin, Timo Pukkala +1
Ignoring CO2 from decomposing harvest residues, dead organic matter, and discarded wood products overestimates carbon sequestration, especially in young plantations. This study developed models for these pools and integrated them into simul…