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.
🌍 GlobalConference2026 2nd International Conference on Intelligent Systems and Computational Networks (ICISCN)2026#HydrogenDOI
Deterministic Drivers of City-Scale Green Hydrogen Production: A Physics-Guided Data-Driven Study
J. Tarra, S. Gowthami, R. Swetha +6
This study analyzes the dominant drivers of city-level green hydrogen production using a dataset of 2,535 locations. It introduces two physics-guided indices: Renewable Complementarity Index (RCI) and Energy-to-Hydrogen Conversion Index (EH…
🇺🇸 USADiscover Sustainability2026#Disclosure InfrastructureDOI
Environmental disclosure credibility and audit fee pricing in large US firms
Lassaad Ben Mahjoub
This study examines how environmental disclosure credibility affects audit fee pricing in large US firms. Higher credibility reduces audit risk and thus audit fees. Empirical evidence shows a negative association between disclosure quality …
Peer-reviewed🌍 GlobalJournalJournal of International Financial Trends2026#AI × ESGDOI
AI-Driven Transformation of Environmental, Social, and Governance (ESG): A Systematic Review, Gap Analysis, and Future Research Agenda
A. Gomaa
This systematic review examines how AI transforms ESG assessment, disclosure, and monitoring. It identifies barriers including data fragmentation, algorithmic bias, regulatory inconsistency, and lack of explainability, and proposes a future…
Peer-reviewedCNJournalInternational Journal of Energy Research2026#Carbon PricingDOI
Mean‐Field Game Based Low‐Carbon Economic Operation of Steel Parks in Coupled Electricity–Carbon–Green Certificate Markets
Xiaoou Liu
This paper proposes a low-carbon economic operation method for steel parks participating in coupled electricity-carbon-green certificate markets. It models the production and energy supply, uses mean-field game theory to solve equilibrium w…
🇪🇺 EuropeEngineering for Rural Development2026#Carbon PricingDOI
Route-level techno-economic assessment of alternative fuels for short-sea shipping under EU emissions trading system
Georgi Hrenov, Merle Kuttim, Helery Tasane +1
This study assesses route-level fuel competitiveness under EU ETS using Tank-to-Wake emissions and total cost of ownership. Fossil fuel is cheapest at current carbon prices (≤100 EUR/tCO2-eq), but BioLNG reaches cost parity with MGO at ~150…
Peer-reviewed🌍 GlobalJournalJournal of Industrial Ecology2026#Carbon AccountingDOI
How global production shapes carbon emissions outcomes: evidence from a multi-regional input–output perspective
Rosa Duarte, Sara Miranda-Buetas, Cristina Sarasa
This study uses multi-regional input-output tables (1995-2015) to examine how global value chain (GVC) participation influences carbon emissions. It finds a strong link between backward GVC orientation (upstream sourcing) and emissions, emp…
Peer-reviewed🇨🇳 ChinaJournalSustainable Development2026#Renewable EnergyDOI
Closing the Renewable Energy Gap in <scp>OECD</scp> : The Role of <scp>R&D</scp> Investment and Trade Openness in Attaining <scp>SDGs</scp> 7 and 13
Lu Li, Stephen Obinozie Ogwu, Afamefuna A. Eze +1
This study examines the joint effects of R&D investment and trade openness on renewable energy transition across 18 OECD countries from 2010 to 2023. Using bootstrap quantile regression and CS-ARDL, it finds that R&D has positive effects at…
CNJournalMechanisms and machine science2026#Energy TransitionDOI
Dual-Carbon Goal-Oriented Key Technology System for Emission Reduction and Carbon Sink Enhancement
Rongshen Lai, Liu Z, Hang Zhang +1
This paper proposes a key technology system for emission reduction and carbon sink enhancement oriented towards China's dual-carbon goals. It is policy-oriented, though specific technologies and findings are unclear from the title.
Peer-reviewed🇪🇺 EuropeJournalACS Sustainable Chemistry & Engineering2026#HydrogenDOI
Hydrogen Energy Efficiency Index to Compare Low-Carbon Hydrogen Production and Assess Potential Carbon-Negative Technologies
Gaetano Iaquaniello, Gabriele Centi
This paper proposes a hydrogen energy efficiency index to compare low-carbon hydrogen production technologies and assess their potential for carbon-negative operation. It quantifies energy efficiency across various hydrogen production pathw…
Peer-reviewed🇪🇺 EuropeJournalcScience2026#Energy TransitionDOI
Toward Carbon Neutrality: Pathways and Challenges in Green Steel Production
Xianfeng Hu, Lena Sundqvist Ökvist, Guozhu Ye +1
This review examines pathways and challenges for carbon-neutral steelmaking. It explores the use of renewable electricity, hydrogen, and biocarbon as reducing agents and heat sources to transform conventional processes. Key constraints incl…
Preprint🌍 GlobalResearch Square2026#Carbon AccountingDOI
Accounting for foregone production can cancel out the climate benefits of farm-level interventions
Jessica Zionts, Harriet Bartlett, Timothy Searchinger +1
Accounting for foregone production in farm-level climate interventions is critical; ignoring it may overstate net benefits. This study highlights the importance of opportunity costs in carbon accounting.
Peer-reviewedCNJournalFigshare2026#CCUSDOI
Spatiotemporal Decouplingof Carbon and Energy FluxEnables Efficient Biomanufacturing of Aviation Fuel Precursors fromCO<sub>2</sub>
Yang Ye, Feng Dong (142012), 边祥海 +8
This study developed a novel photobiohybrid system that efficiently synthesizes the aviation fuel precursor epi-isozizaene from CO2. Using a bifunctional catalyst of iron single atoms on nitrogen-doped carbon quantum dots (Fe-NC QDs), CO2 i…
🇪🇺 EuropeJournalZenodo (CERN European Organization for Nuclear Research)2026#HydrogenDOI
Design and development of hydride-based materials and renewable energy systems for H2 storage and CO2 conversion
Julián Atilio Puszkiel
This review covers hydride-based materials and renewable energy systems for hydrogen storage and CO2 conversion. Metal hydrides offer efficient, compact hydrogen storage under mild conditions, enabling power-to-gas-to-power concepts. The wo…
Peer-reviewed🌍 GlobalJournalZenodo (CERN European Organization for Nuclear Research)2026#AI × ESGDOI
ARTIFICIAL INTELLIGENCE–BASED SYSTEMS FOR CLIMATE CHANGE MODELING AND PREDICTION
Komal Bamugade and Archana Jadhav
This review systematically examines AI (ML, deep learning, etc.) applications in climate change modeling and prediction, with emphasis on improving carbon footprint accuracy and climate pattern understanding. It identifies challenges like d…
Preprint🌍 GlobalResearch Square2026#Energy TransitionDOI
Can government intervention through R&D steer fossil energy consumption? Evidence from the G7 economies: A MMQR approach
Sellami O, Youssef SB
This study examines the effect of government R&D spending on fossil energy consumption (FEC) in G7 countries (1990-2023) using MMQR. Findings show that renewable energy R&D (RDR) significantly reduces FEC, especially at lower quantiles, whi…
Preprint🌍 GlobalResearch Square2026#Carbon AccountingDOI
Climate impacts of AI hardware manufacturing rival those of data centers
Suh S, Xie X, Xu M
This paper compiles a facility- and corporate-level GHG emissions inventory for global AI hardware manufacturing and AI data center operations. Under market-based accounting, AI hardware manufacturing emitted 5–7 Mt CO2e/yr in 2024, exceedi…
Preprint🇪🇺 EuropeZenodo2026#HydrogenDOI
Modeling megawatt-scale hydrogen electrolysis plants with frequency support capability
Bernabeu Santisteban, Andrés, Dadjo Tavakoli, Saman, del Pozo Gonzalez, Hector +3
This paper develops a hybrid dynamical modeling framework for hydrogen electrolyzers (HEs) operating under Frequency Sensitive Mode (FSM) and Virtual Synchronous Mechanism (VSM). Using a 17.5 MW Siemens Silyzer 300 case study, it shows cell…
Preprint🌍 GlobalZenodo2026#Carbon AccountingDOI
Sequestering soil carbon by planting hedgerows in agricultural landscapes
Biffi, Sofia, Chapman, Pippa, Grayson, Richard +1
This study evaluates the impact of planting hedgerows on soil organic carbon accumulation in agricultural landscapes. Results show consistent carbon storage under hedges, driven by increased light particulate organic matter, contributing to…
Peer-reviewed🌍 GlobalJournalScientific Bulletin2026#Carbon PricingDOI
THE EFFECTIVENESS OF PIGOUVIAN TAXES IN REDUCING CARBON EMISSIONS
Rashad Tariyel ALIYEV
This study empirically examines the effectiveness of Pigouvian environmental/carbon taxes in reducing CO₂ emissions in G7 countries from 1994 to 2014. Using second-generation panel methods, it finds a long-run cointegration relationship and…
Peer-reviewed🌍 GlobalJournalSocial Responsibility Journal2026#Carbon AccountingDOI
Relationship between carbon disclosure and carbon performance: the role of environmental exposure, environmental certification and environmental committee
Leo Themjung Makan, Navin Chettri, Kailash Chandra Kabra
This study examines the relationship between carbon disclosure and carbon performance using Fortune Global 500 data. It investigates moderating effects of environmental exposure, certification, and committee. Findings show a significant lin…