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-reviewed🇨🇳 ChinaJournalRenewable and Sustainable Energy Reviews2026#Energy TransitionDOI
Energy transition via fourth-generation biofuel: Technological advancement, regulatory landscape and implementation barriers
Yuyao Jia, Shir Reen Chia, Zhibao Huo +4
This paper systematically reviews the technological advancements, regulatory landscape, and implementation barriers of fourth-generation biofuels, assessing their role in the energy transition. It highlights challenges and policy directions…
Preprint🌍 GlobalResearch Square2026#AI × ESGDOI
Transparent Environment, Social, and Governance (ESG) Risk Score Prediction Using Machine Learning and Explainable AI
Avuzwa Lerotholi, Ibidun Christiana Obagbuwa, Olaperi Okuboyejo
This paper proposes a machine learning and explainable AI (XAI) approach to predict ESG risk scores, enhancing transparency in ESG assessments. It enables investors and companies to understand the drivers of ESG ratings. Originating from So…
Peer-reviewed🌍 GlobalJournalCorporate Social Responsibility and Environmental Management2026#Disclosure InfrastructureDOI
Banking on Transparent Accountability: Financial Sector Governance and the Adoption of Supranational Sustainability Reporting Standards
Marshall Wellington Blay, James Tuffour, Bismark Ackah
Using a balanced panel of 139 countries (2011-2023), this study examines how financial sector governance influences the adoption of sustainability reporting standards. Fixed-effects, dynamic panel, and IV regressions reveal a significant po…
🌍 GlobalJournalEuropean Conference on Knowledge Management2026#ESGDOI
Knowledge Management Processess and Cultural Context in ESG Disclosure: A SIPOC Conceptual Framework
Elena Fleacă, A. Marcinkowski, Zdeňka Konečná +3
This paper proposes a conceptual framework integrating knowledge management (KM) processes with Hofstede's cultural dimensions (power distance, uncertainty avoidance) to explain variations in ESG disclosure practices. Using a SIPOC-based pe…
Peer-reviewed🇪🇺 EuropeJournalMeditari Accountancy Research2026#ESGDOI
Between signals and substitutes: strategic and governance determinants of voluntary sustainability assurance
Konstantin Völker, Reiner Quick
Using 2,142 firm-year observations from European companies (2013-2022), this study analyzes determinants of voluntary sustainability assurance (SA) through a three-pillar governance framework. Sustainability strategy is the primary driver, …
Peer-reviewedCNJournalApplied Energy2026#Energy TransitionDOI
Reducing carbon footprints in China's steel industry through sector-coupled energy system modeling and regionally differentiated hydrogen strategies
Shouchen Shi, Zuhang Zhang, Wenji Zhou +2
This study uses a sector-coupled energy system model to analyze carbon footprint reduction in China's steel industry. It quantifies the effects of regionally differentiated hydrogen strategies, revealing how hydrogen supply methods and cost…
Peer-reviewed🌍 GlobalJournalInternational Journal of Chemical Reactor Engineering2026#CCUSDOI
Integrated carbon capture and utilization technologies for sustainable power systems: advances, challenges, digitalization, and future perspectives
Ravikumar Jayabal, Ruby Mishra, Savitha Radha Krishna Setty +6
This review comprehensively assesses integrated Carbon Capture and Utilization (CCU) technologies for the power sector, comparing capture routes (pre/post-combustion, oxy-fuel, chemical looping, DAC) on efficiency, energy demand, and econom…
Peer-reviewed🇨🇳 ChinaJournalFrontiers in Sustainable Development2026#CCUSDOI
Research on Multi-technology Coupling and Synergistic Emission Reduction Mechanisms in Carbon Capture and Resource Utilization Processes
Xinyue Tu
This paper analyzes multi-technology coupling forms (integrated capture-conversion, cross-industry coupling, negative emission collaboration, renewable integration) and cooperative emission reduction types (source-sink matching, parameter c…
Peer-reviewed🌍 GlobalJournalICST Transactions on Scalable Information Systems2026#AI × ESGDOI
Data-Model Hybrid-Driven Multi-Timescale Low-Carbon Economic Dispatch for Manufacturing-Park Virtual Power Plants
Ruosong Hou, Wei Guo, Ziheng Zhao +2
This study proposes a data-model hybrid method for multi-timescale low-carbon economic dispatch of manufacturing-park virtual power plants. It integrates empirical uncertainty scenarios with a production-constrained stochastic program, achi…
🌍 GlobalDatasetMendeley Data2026#AI × ESGDOI
Experimental Dataset of Ultra Low-Carbon Concrete for Performance Prediction and Machine Learning Applications
Suliman Khan, Safat Al-Deen, Chi King Lee
This paper presents an experimental dataset of ultra low-carbon concrete designed for performance prediction and machine learning applications. It supports decarbonization in construction by enabling efficient material design and CO2 reduct…
🌍 GlobalDatasetMendeley Data2026#AI × ESGDOI
Experimental Dataset of Ultra Low-Carbon Concrete for Performance Prediction and Machine Learning Applications
Suliman Khan, Safat Al-Deen, Chi King Lee
This paper provides an experimental dataset of ultra low-carbon concrete for performance prediction and machine learning applications. The dataset supports decarbonization in the construction sector, enabling performance evaluation and opti…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#AI × ESGDOI
Does the Carbon Emissions Trading Pilot Policy Affect Auditor Industry Specialization? Evidence from China and Implications for Sustainability
Shuangyang Zhai, Zishan Zhang, Haoyu Hou +2
This study examines whether China's carbon emissions trading (CET) pilot policy affects auditor industry specialization using a staggered difference-in-differences design on A-share firms from 2010 to 2022. Results show that CET exposure in…
Peer-reviewed🇪🇺 EuropeJournalCircular Economy2026#ESGDOI
Double Materiality in Circular Economy Supply Chains: ESG Integration, Financial Risk Transmission and Regulatory Reporting Under EU Frameworks
Inguna Lazdina, Inguna Lazdina
This study develops a conceptual framework linking ESG and financial risk transmission in circular economy value chains. Through comparative analysis of CSRD, ESRS, SFDR, and EU Taxonomy, it identifies regulatory, operational, reputational,…
🇪🇺 EuropeJournalEuropean Conference on Knowledge Management2026#ESGDOI
Quality of Knowledge in Sustainability Reports: A Comparative Analysis Using ESG Disclosure Scores
Patrycja Krawczyk, Patrycja Kokot-Stępień
This study examines whether ESG Disclosure Scores can proxy for the quality of knowledge in sustainability reports, using WIG20 companies and a newly developed Quality of Knowledge Index (QKI). Results show a weak positive correlation, indi…
Peer-reviewed🌍 GlobalJournalnpj Computational Materials2026#HydrogenDOI
Target-driven discovery of metal hydrides using a high-throughput computational framework: from operational targets to sustainability assessment
Renato Belli Strozi, Caroline Binde Stoco, Otávio Abreu Pedroso +4
A high-throughput computational framework integrating CALPHAD calculations and multi-criteria decision analysis identifies promising metal hydrides for hydrogen storage in the Ti-V-Cr-Nb system. The top-ranked alloy, Ti20V12.5Cr20Nb47.5, wa…
Peer-reviewed🌍 GlobalJournalAnnals of Faculty of Economics2026#Disclosure InfrastructureDOI
From Voluntary to Standardized: The Metamorphosis of Sustainability Reporting under ESRS and ISSB
Dana-Simona Gherai, Mariana PIPIȘ, Diana Elisabeta Matica +1
This paper conducts a comparative documentary analysis of ESRS and ISSB standards, using qualitative thematic coding to map disclosure mandates, classify materiality definitions, and assess alignment. Findings show structural interoperabili…
Peer-reviewed🌍 GlobalJournalEnergy2026#Energy TransitionDOI
Urban mitigation pathways for decarbonising infrastructure across sectors for sustainability
Şiir Kılkış
This study proposes a novel approach for establishing urban mitigation pathways based on sectoral CO2 emissions and urban area. Applied to 1200 urban areas worldwide, it shows that emissions of 4.73 GtCO2 in 2022 could be reduced to 0.62-0.…
Preprint🌍 GlobalResearch Square2026#Renewable EnergyDOI
Comparative Technical-Economic Analysis of Perovskite-Silicon Tandem Cells vs. Last-Generation Commercial N-Type Technologies (TOPCon, HJT, and BC)
David Zarco González
This paper provides a technical-economic comparison of perovskite-silicon tandem solar cells against latest commercial N-type technologies (TOPCon, HJT, BC). It analyzes cost, efficiency, and manufacturability to assess the viability of nex…
Peer-reviewed🇪🇺 EuropeJournalEnvironment and Planning E Nature and Space2026#Energy TransitionDOI
Green electricity, blue innovation and state power on Belgium's offshore commodity frontier
Korneel van Dooren, Dan van der Horst, Pieter Van den Broeck +1
Using Belgium as a case study, this paper analyzes the formation of new commodity frontiers accompanying renewable energy expansion. It examines how state control over offshore wind resources and the commodification of green electricity and…
Peer-reviewed🇪🇺 EuropeJournalWiley Interdisciplinary Reviews Energy and Environment2026#Renewable EnergyDOI
Urban On‐Grid Solar PV and the Trade‐Offs Between Promise and Practice
Evaldo Costa, Peter Wells
This article reviews the benefits and challenges of urban on-grid solar PV, developing an integrated trade-off framework across technical, economic, social, regulatory, and environmental dimensions. Analyzing European cases (Amsterdam's sol…
