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.
PreprintZenodo2026#AI × ESGDOI
ARTIFICIAL INTELLIGENCE-DRIVEN ENERGY MANAGEMENT SYSTEMS FOR SUSTAINABLE DECARBONIZATION: OPPORTUNITIES, CHALLENGES, AND FUTURE DIRECTIONS
Mohammed Abdalghafoor, IJETRM Journal
This review comprehensively analyzes how AI-powered Energy Management Systems (EMS) can contribute to sustainable decarbonization. It surveys recent advances in machine learning, deep learning, reinforcement learning, predictive analytics, …
Peer-reviewedJournal#AI × ESG
A coupled LSTM model for predicting blue carbon and fishery dynamics in tropical coastal wetlands under climate change.
(著者不明)
This study proposes a coupled LSTM model to predict blue carbon sequestration and fishery dynamics in tropical coastal wetlands under climate change. Blue carbon is crucial for climate mitigation, and fisheries support local economies. It d…
Peer-reviewedJournalCleaner Manufacturing2026#AI × ESGDOI
Industry Perspectives on Scope 3 Emissions Reduction in Manufacturing: Challenges, Opportunities, and the Role of AI
Soufiane El Khiam, Lampros Litos
This paper synthesizes industry perspectives on reducing Scope 3 emissions in manufacturing, highlighting challenges such as data collection and supplier engagement, and opportunities through AI-driven tracking and optimization. It connects…
Peer-reviewedJournalAgriculture, Ecosystems & Environment2026#OtherDOI
Soil tillage and fertilization practices modulate soil greenhouse gas fluxes in tropical Brazilian soybean agroecosystems
Mario Lucas Medeiros Naval, Carolina Ferraz dos Santos, Carla da Penha Simon +5
This study investigates how soil tillage and fertilization practices affect greenhouse gas fluxes in tropical Brazilian soybean agroecosystems. The findings show that these agricultural practices significantly modulate GHG emissions, provid…
Peer-reviewedJournalJournal of Environmental Management2026#OtherDOI
Evaluating the impact of manure-derived hydrochar soil amendments on greenhouse gas fluxes: A greenhouse experiment using soil mesocosms and corn plants
Noah Bevers, Amit Prasad Timilsina, Ashish Manandhar +8
This greenhouse experiment evaluates the impact of manure-derived hydrochar soil amendments on greenhouse gas fluxes using soil mesocosms and corn plants, aiming to assess the potential of hydrochar to mitigate agricultural GHG emissions.
Peer-reviewedJournalEnergy2026#AI × ESGDOI
Building retrofitting towards net zero energy under climate change: Application of a machine learning model
Mahdi IBRAHIM, Fatima HARKOUSS, Pascal BIWOLE
This paper applies a machine learning model to building retrofitting strategies for achieving net zero energy under future climate scenarios. It provides a data-driven framework for evaluating and optimizing retrofit options, demonstrating …
Peer-reviewedJournalInternational Journal of Hydrogen Energy2026#Energy TransitionDOI
Surplus hydropower-to-green methanol pathways for building energy decarbonization in hydropower-rich regions: A system-level review and decision framework
Liangdong Zhao, Yankun Jiang, Yang Qiu +1
This paper systematically reviews pathways for converting surplus hydropower into green methanol for building energy decarbonization in hydropower-rich regions, and proposes a decision framework.
Peer-reviewed🇯🇵→🌍 Japan-to-Global🇯🇵 JapanJournalEnvironmental Science & Policy2026#Energy TransitionDOI
Intensifying research on regional decarbonization through citizen participation and communication: Insights from a Japanese case study
Tekehiro Hatakeyama, Fumihiko Miyazaki, Ayami Otsuka +2
This paper examines the role of citizen participation and communication in regional decarbonization in Japan. Through a case study, it demonstrates the importance of citizen engagement for effective decarbonization strategies at the regiona…
Peer-reviewedJournalInternational Journal of Science and Research (IJSR)2026#EV & TransportDOI
A Comparative Life-Cycle Assessment of Next-Generation Electric Vehicles: Balancing Grid Decarbonization and Resource Scarcity
G Tamilselvi, M Sugitha
This study compares life-cycle assessments of next-generation electric vehicles, evaluating trade-offs between grid decarbonization and resource scarcity. It offers a comprehensive analysis considering grid emission factors and critical mat…
Peer-reviewedJournalNexus2026#CCUSDOI
Direct air capture integrated with urban energy network for building decarbonization
Sheng Chen, Ruiqi Wang, Mingchen Gao +5
This paper proposes integrating direct air capture (DAC) with urban energy networks to decarbonize buildings, evaluating both energy efficiency and emissions reduction.
Peer-reviewedJournalJournal of Sustainable Metallurgy2026#Energy TransitionDOI
Correction: Avenues for Decarbonization in Integrated Iron and Steel Making
Praveer Singh, Tirtha Prasad Sapkota, Adity Ganguly +1
This correction addresses a paper exploring decarbonization avenues for integrated steelmaking, including hydrogen-based direct reduction and CCUS, providing an overview of technical pathways to reduce emissions in the steel sector.
Peer-reviewedJournalJournal of Financial Economics2026#Carbon PricingDOI
Carbon VIX: Carbon price uncertainty and decarbonization investments
Maximilian Fuchs, Johannes Stroebel, Julian Terstegge
This paper analyzes how carbon price uncertainty, measured as Carbon VIX, affects decarbonization investments. It uses financial engineering to show that price volatility delays investment decisions, highlighting the need for stable carbon …
Peer-reviewedJournalTransportation Research Part A: Policy and Practice2026#Energy TransitionDOI
Reimagining transport decarbonisation through Daoism: Governance, modelling, and attunement
Tommy H.Y. Chan, Ka Ho Tsoi, Shirley Chan
This paper applies Daoist philosophy to transport decarbonisation, proposing novel perspectives on governance and modelling. It offers a non-technocentric approach but lacks empirical data.
Peer-reviewedJournalInternational Journal of Energy Economics and Policy2023#Energy TransitionDOI
Assessment on Energy Technology Toward Carbon Neutrality Policy Using Multi-Criteria Decision Analysis: A Case of Thailand
Wangjiraniran W.
This study assesses energy technologies for Thailand's carbon neutrality policy using multi-criteria decision analysis, identifying priority technologies.
Peer-reviewedConference2015 IEEE Congress on Evolutionary Computation CEC 2015 Proceedings2015#Energy EfficiencyDOI
Optimized base station sleeping and renewable energy procurement using PSO
Wang Q.
This paper proposes a method using Particle Swarm Optimization to jointly optimize base station sleeping and renewable energy procurement, improving energy efficiency and integrating renewables in telecom networks.
Peer-reviewedJournalEnergy Conversion and Management X2026#HydrogenDOI
Innovations for scalable green hydrogen systems: a review
Alkhawlani Q.
This review examines innovations required to make green hydrogen systems scalable, covering advancements in production, storage, and distribution, and discusses challenges and prospects for industrialization.
Peer-reviewedJournalDiscover Sustainability2026#Climate FinanceDOI
Nonlinear impact of green finance on carbon emission in developing countries with heterogeneous income levels
Nghiem X.H.
This paper empirically analyzes the nonlinear relationship between green finance and carbon emissions in developing countries, suggesting that income levels moderate the impact. It highlights the need for country-specific strategies to maxi…
Peer-reviewedJournalFinance Research Letters2025#Climate FinanceDOI
Mapping sustainable finance (dis)agreements
Hudon M.
This paper systematically maps disagreements in sustainable finance, analyzing how divergent definitions and standards affect green transition investments.
Peer-reviewedJournalAnnals of Financial Economics2026#ESGDOI
Modeling the Nonlinear Relationship between ESG Uncertainty and (Islamic) Green Finance
Syed Q.R.
This paper models the nonlinear relationship between ESG uncertainty and Islamic green finance, analyzing the impact of ESG factors on green finance markets.
Peer-reviewed🌍 GlobalJournalCorporate Social Responsibility and Environmental Management2026#Climate FinanceDOI
A Systematic Literature Review (2016–2025) Using PRISMA Framework: Understanding How Green Banking Practices and Green Finance Supports Sustainable Development
Singh L.
This paper is a systematic literature review from 2016-2025 examining green banking and green finance practices and their contribution to sustainable development. Using the PRISMA framework, it synthesizes existing research to understand ho…