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-reviewedCNJournalJournal of Mathematical Finance and Risk Management2026#AI × ESGDOI
Reflections on the Application of FinTech in ESG Risk Management under the Background of Sustainable Finance
Jie-Qiong Li
As sustainable finance expands in China, ESG risk management has become central to financial institutions' compliance and green credit control. This paper argues that fintech—big data, blockchain, and AI—can enable quantitative assessment, …
Agroforestry Systems2026#AI × ESGDOI
A machine learning approach for scope-based forecasting of carbon-credit generation in voluntary carbon markets
Diksha Garg, N. Dhiman, Harshman Kaur +1
Proposes a machine-learning approach to forecast carbon-credit generation in voluntary carbon markets on a scope basis. Scope-level supply forecasting could support corporate credit procurement planning and market supply-demand assessment. …
Peer-reviewedJournalFood Science and Nutrition Cases2026#OtherDOI
Bread Waste: Fermentation and Industrial Utilisation Strategies
A. Demirci
A review of bioconversion routes turning waste bread—tens of millions of tonnes lost annually—into biofuels, organic acids and microbial biomass via saccharification and fermentation. Integrated biorefinery models combining co-production, a…
Peer-reviewedJournalOpec Energy Review2026#CCUSDOI
A Comprehensive Review of Leveraging Artificial Intelligence for
CO
2
Emission Reduction Through Enhanced CCUS Design and Operation
S. Rastegar, Atefeh Jabari, Yashar Toopchi +2
This review systematically evaluates AI methods—machine learning, deep learning, reinforcement learning, Gaussian process regression, and fuzzy logic—applied to CCUS design and operation. It covers capture efficiency, materials optimization…
Peer-reviewedJournalHydrogen2026#HydrogenDOI
Challenges and Future Prospects of Hydrogen Technologies and Renewable Energy Integration in South Africa: A Review
Simika Kanniappen, S. Rathilal, Emmanuel Kweinor Tetteh
A review of green hydrogen pathways and renewable energy integration in South Africa, which holds strong solar and wind potential. It applies SWOT analysis to thermal, biological, photolysis, and electrochemical production routes, and evalu…
Peer-reviewedJournalLabor Economics and Human Capital2026#HydrogenDOI
WATER SCARCITY, GREEN ECONOMY TRANSITION, AND GREEN HYDROGEN PROSPECTS IN CENTRAL ASIA: A WATER– ENERGY NEXUS ASSESSMENT
Kasimov Makhamatjon, Kasimov Otabek
This review assesses green hydrogen prospects in Central Asia (Uzbekistan, Kazakhstan) through a water–energy nexus lens. It builds a screening framework covering water sources, renewable additionality, system efficiency, transboundary expo…
Peer-reviewedJournalInternational Journal of Energy Sector Management2026#HydrogenDOI
Bridging talent gaps for a sustainable green hydrogen ecosystem: lessons from Chile
V. Voitova, Jesus Juyumaya, Ricardo Bonacic
A mixed-methods study of Chile's Tarapacá green hydrogen ecosystem examining human talent governance. It identifies 18 gaps across six domains—training, learning infrastructure, labour market intelligence, inclusion, occupational profiles, …
Peer-reviewedJournalEnrichment: Journal of Multidisciplinary Research and Development2026#ESGDOI
The Effect of ESG Disclosure, Profitability, and Firm Size on Firm Value: The Moderating Role of Green Innovation
E. Endri, Aditya Kusuma Wardhana
Panel regression on 10 Indonesian listed energy firms (70 firm-year observations, 2019–2025) tests ESG disclosure, profitability, and firm size on firm value, with green innovation as moderator. Only profitability shows a significant positi…
Peer-reviewedJournalNexusSDGs2026#AI × ESGDOI
A study on impact of artificial intelligence on sustainable finance and ESG reporting practices: An interdisciplinary thematic analysis
Pooja Hiremath, Smita P. Nadiger, Anushree D. Kini
A qualitative thematic analysis of 55 Scopus-indexed articles using atlas.ti, examining how AI capabilities shape ESG reporting and sustainable finance. It identifies five themes—AI capabilities, ESG data quality, reporting transparency, et…
Conference2026 Second International Conference on Advances in Computer Science, Electrical, Electronics, and Communication Technologies (CE2CT)2026#Carbon PricingDOI
Life Cycle Based Evaluation of Environmental and Carbon Cost Impacts in Sustainable Bridge Construction
Rajesh Kumar Singh, A. Bera, Ram Karan Singh +1
An ISO 14040/14044 LCA of a bridge project in Srinagar, India, evaluates environmental impacts and carbon costs across raw material production, transport, and on-site construction. Raw material production drives over 92% of GHG emissions an…
Peer-reviewedJournalInternational Journal For Multidisciplinary Research2026#Carbon PricingDOI
Carbon Taxes versus Alternative Environmental Policies for Improving National Energy Efficiency: A Comparative Review
Kushagra Jain
This review compares carbon taxes with emissions trading, subsidies and standards for improving national energy intensity. Carbon taxes have the strongest evidence base via a uniform price signal and innovation direction, while ETS effects …
Peer-reviewedJournalEconometrics2026#Carbon PricingDOI
A Diagnostic Evaluation of Seasonal Ornstein–Uhlenbeck Jump Models for Carbon Prices: In-Sample Fit vs. Out-of-Sample Performance
Johnson Otieno Okeyo, P. Ngare, P. Weke +1
A seasonal Ornstein–Uhlenbeck jump-diffusion model with Laplace jumps is fitted to monthly EUA prices (2013–2025). AIC/BIC favor the jump specification in-sample, but out-of-sample point forecasts barely beat a random walk, Diebold–Mariano …
Peer-reviewedJournalSustainability2026#Scope 1/2DOI
Quantifying Carbon Abatement from Campus Solar Photovoltaics: An Empirical Case Study
Rafe Alasem, Ruhi Sethi, Maher Alrahhal +1
This study estimates avoided emissions from a five-array campus PV fleet at Amity University Dubai using monthly records from Jan 2022 to Aug 2026, testing five emission-factor scenarios. A DEWA-average factor yields roughly 1826 t of gross…
Peer-reviewedJournalJournal of Scientific Research and Reports2026#ESGDOI
From Farm-level Tools to State-level Assessment: A Scoping Review of Dairy Sustainability Indicators
Swati Singh, Subhasis Mandal, Ajmer Singh +4
A critical scoping review mapping how dairy sustainability indicators are built, applied and aggregated across farm, supply-chain, regional and state levels. Environmental indicators are most mature, but carbon footprints remain sensitive t…
Peer-reviewedJournalJournal of Nutrition Research in Sustainable Health2026#OtherDOI
Food Loss and Waste: Magnitude, Nutritional Implications, Environmental Consequences, and Strategies for Reduction — A Narrative Review with Special Reference to Indonesia
Adelia Paradya Zetta, W. Hasibuan, B. C. Walter +1
This narrative review synthesizes evidence on food loss and waste (FLW), noting ~13% of global food is lost in supply chains and Indonesia generates 53–84 kg/capita/year, ~80% from households. It frames FLW as a triple nutritional, environm…
Peer-reviewedJournalCollection of Research Papers of the National Mining University2026#Carbon AccountingDOI
A probabilistic model for reconciling circularity and climate performance in steel-slag processing
P. Lomazov, V. Soroka
The study builds three ledgers—gross Scope 1–3 emissions, effective circularity, and emission change versus virgin aggregate—for legacy steel-slag processing, using Monte Carlo simulation. Gross footprint is 1.569 kg CO₂-eq/t (72.8% Scope 1…
Peer-reviewedJournalJournal of Business Insight and Innovation2026#Energy TransitionDOI
From Renewable-Energy Deployment to SDG Outcomes: A Global, Life-Cycle- and Evidence-Sensitive Integrative Framework of Synergies and Trade-Offs
Nasir Abbas, Farooq Ahmad, A. Akram +1
This conceptual synthesis builds an integrative framework linking renewable-energy deployment to SDG outcomes via context, governance, life-cycle activities, and distributional effects. It introduces a five-level evidence ladder separating …
Peer-reviewedJournalJournal of Business Insight and Innovation2026#Climate FinanceDOI
Sustainability Performance and Financial Constraints in Real Estate: Evidence from Global REITs and Real Estate Management Firms
Shahbaz Ul Hassan Bhatti, M. Nawaz, M. A. Khattak
Using 505 listed real estate firms across 45 countries (2010-2023), this study links ESG performance to lower financial constraints (WW index). The association is stronger for management/development firms and significant in developing but n…
Peer-reviewed🇺🇸 USAJournalBusiness Strategy and the Environment2026#GreenwashingDOI
Greenhushing as Strategic Adaptation: Net‐Zero Commitment Retreat Among S&P 500 Firms Amid Environmental, Social, and Governance (ESG) Backlash
Younsung Kim, Nicolas Bennett Battaile
Qualitative content analysis identifies 32 S&P 500 firms that modified, weakened, or withdrew climate/ESG commitments between Sept 2024 and Aug 2025 amid the Trump transition. Financial institutions showed the most visible retrenchment (net…
Peer-reviewedJournalThe International Journal of Life Cycle Assessment2026#Carbon AccountingDOI
Fleet-level prospective life cycle assessment: a scoping review of methods and standards toward harmonized modelling
Laurenz Langer, C. Bergmann, Othman Mrani +2
A scoping review of methods and standards for fleet-level prospective life cycle assessment. It maps variation across existing LCA approaches and standards and identifies issues for harmonized modelling. The work supports more consistent ac…