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🇨🇳 ChinaJournalHumanities and Social Sciences Communications2025#AI × ESGDOI
Unlocking the potential of supply chain digitalization for enhancing enterprise green transformation performance: evidence from China
Tao Wang, Yang Shen
Using panel data of Chinese A-share listed firms (2013-2023) and double machine learning, this study finds that supply chain digitalization (SCD) significantly improves enterprise green transformation performance (EGTP). Effects are stronge…
🇪🇺 EuropeJournalLecture notes in mechanical engineering2025#AI × ESGDOI
A Service-Based Approach for Predicting the Carbon Footprint in the Supply Chain of Plastic Injection-Moulded Parts During Product Development
Lukas Nagel, Rainer Gerstbauer, Levon Harutyunyan +3
This paper proposes a data-provision method to predict carbon footprints across supply chains during the strategic planning stage of product development, aligning with EU climate neutrality goals. Leveraging the Gaia-X data infrastructure, …
Peer-reviewed🇨🇳 ChinaJournalInternational Journal of Energy Research2022#AI × ESGDOI
The role of artificial intelligence in energy aspects of super cold chain of agricultural products
Zhouhui Zhang, xinyu Liu, Xin‐Rong Zhang
This paper addresses energy consumption and environmental issues in agricultural cold chains, proposing AI and IoT for energy saving and low-carbon operations. It notes refrigeration accounts for ~80% of energy use and cold transport emits …
Peer-reviewed🌍 GlobalJournalatp magazin2024#AI × ESGDOI
Shared Digital Product Passport for holistic lifecycle assessment
Manuel Reif, Christiana Plociennik, Mohammad Hossein Rimaz +2
This paper proposes a Digital Product Passport (DPP) combining Gaia-X principles with the Asset Administration Shell, enabling interoperable access to product data via distributed submodels. Demonstrated through a practical Scope 3 carbon f…
🌍 GlobalJournalJournal of International Logistics and Trade2025#AI × ESGDOI
Editorial: Decarbonizing logistics and supply chains: sustainable innovation for global impact
Srikanta Routroy, Prasanta K. Sahu, Prem Chhetri
This editorial introduces a special issue on decarbonizing logistics and supply chains, highlighting strategies such as digital technologies, renewable energy, and circular economy. It emphasizes AI-driven decision support systems for reduc…
Preprint🇨🇳 China2022#AI × ESG
Real-time pricing strategy based on reinforcement learning with load uncertainty
Real-time pricing strategy based on reinforcement learning with load uncertainty*
Wang Jingqi, Gao Yan†, Wu Zhiqiang, Li Renjie
This paper proposes a real-time pricing model incorporating load uncertainty and carbon trading in smart grids, maximizing welfare for both supply and demand. Using Q-learning to handle non-convex nonlinear problems, it contributes to renew…
Preprint🇨🇳 China2025#AI × ESG
Digital Transformation and Carbon Emission Reduction in Construction Enterprises: Evidence from Listed Companies
Zhao Sanglin, Zhao Sanglin
This study empirically analyzes the impact of digital transformation (DX) on carbon emission reduction using data from Chinese listed construction enterprises from 2000 to 2021. The results show that DX significantly reduces carbon emission…
Peer-reviewedCNJournalManagerial Finance2026#AI × ESGDOI
Corporate digital transformation and financing cost of green bond: evidence from China
Zhufeng Huang
Using Chinese A-share listed firms' green bond issuances from 2016-2024, this study shows that corporate digital transformation (CDT) significantly lowers green bond credit spreads. Text-based CDT index and fixed-effects regressions reveal …
🇨🇳 ChinaJournalExploring Science Academic Conference Series2026#AI × ESGDOI
Greenwashing Governance through ESG Disclosure: A Double Face for Artificial Intelligence
Hanwen Zhang
This narrative review examines how AI influences ESG disclosure quality and greenwashing governance. It proposes a three-level framework where AI serves as disclosure mechanism, audit instrument, and promoter of normative behavior. AI can i…
Peer-reviewed🇺🇸 USAJournalClean Technologies2026#AI × ESGDOI
Adaptive Energy Stations for Sustainable Transport Infrastructure: Real-Time Dispatch Optimization Using Marginal Grid Emissions and Low-Carbon Fuel Pathways
Marco Aurélio dos Santos Bernardes
This study introduces Adaptive Energy Stations (AESs) that integrate marginal grid emissions, fuel life-cycle carbon intensities, wholesale prices, and vehicle constraints into station-level dispatch optimization. A one-week winter CAISO pr…
Peer-reviewed🌍 GlobalJournalSpringer Link (Chiba Institute of Technology)2026#AI × ESGDOI
AI-Driven Energy Efficiency versus AI-Induced Energy Demand: A Dynamic Computable General Equilibrium (CGE) Analysis of Vietnam’s Twin Transition
Anh Bui-Tuyet, Nhat Duy Lai, Quyen Hua-Thi-Ngoc
AI has a dual role in energy transition: productivity gains in heavy industry reduce energy intensity, while data centers surge electricity demand. Using a 23-sector CGE model for Vietnam through 2035, Green AI boosts GDP by +1.79%, while B…
🌍 GlobalJournalAdvances in computational intelligence and robotics book series2026#AI × ESGDOI
AI-Enhanced ESG Integration Transforming Corporate Performance for a Sustainable Economy
Hussain K. Alagele, Nagham Hussein Neama
This study analyzes the impacts of economic, ESG, and AI factors on energy transition in three OECD countries via skills enhancement, using CS-ARDL on 2022-2026 panel data. Economic factors negatively impact transition, but skills enhanceme…
Peer-reviewed🇨🇳 ChinaJournalCarbon Balance and Management2026#AI × ESGDOI
Does the goal of food security hinder the agricultural green and low-carbon transformation? Evidence from China
Guoqun Ma, Zhiyu Qin, Lihao Yao +1
Using China's major grain-producing areas designation as a quasi-natural experiment, this study employs DID and double machine learning to show the policy significantly reduces agricultural carbon emissions and pollution, with crop structur…
Peer-reviewedCNJournalJournal of Business and Green Innovation2026#AI × ESGDOI
Blockchain-Enabled Adaptive Monitoring for Sustainable Food Supply Chains: A Green Innovation Framework for Waste Reduction and Traceability
Xiao Xiao, Miaomiao Zhang, Yueyi Wei +1
This study proposes a green innovation framework combining permissioned blockchain with adaptive monitoring to reduce waste and decarbonize food supply chains. A 12-month pilot in a Chinese dairy supply chain reduced data transmission by 90…
Peer-reviewed🌍 GlobalJournalFoods2026#AI × ESGDOI
Emerging Trends in Nanotechnology and AI-Driven Valorization of Agro-Industrial Waste in Circular Bioeconomy for Production of Biostimulants
Ikhlas Laasri, Vaibhav Shrivastava
This review examines the 'Biostimulants 4.0' paradigm, converting agro-industrial waste into high-value biostimulants via nanotechnology and AI. Green extraction methods like enzymatic hydrolysis cut carbon emissions by up to 23.2 times vs.…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#AI × ESGDOI
Toward Sustainable Airport Surface Operations: A Multi-Objective Collaborative Scheduling Method for Runway-Taxiway Systems Balancing Punctuality, Efficiency, and Carbon Footprint Control
Mei Tao, Hongchen Liu
This paper proposes a multi-objective optimization method for runway-taxiway systems to enhance airport surface sustainability. Integrating CTOT compliance, taxiing time, and runway workload balance, the hybrid SSA-SCA-NSGA-II algorithm is …
Peer-reviewedCNJournalDOAJ (DOAJ: Directory of Open Access Journals)2026#AI × ESGDOI
Electricity-Carbon Coordinated Dispatching Strategy for Interconnected Data Centers Based on Nodal Carbon Potential
HUAN Jiajia, LIU Jiawen, LIU Guozhong, WEN Fushuan, CHEN Biyun, GUO Shaoqing
This paper proposes a coordinated dispatching strategy for interconnected data centers to participate in low-carbon power grid operation by leveraging the spatio-temporal flexibility of computing loads. A high-precision dynamic carbon accou…
Peer-reviewed🌍 GlobalJournalBusiness Strategy and the Environment2026#AI × ESGDOI
Board Governance Structures and Climate Transition Performance: The Role of Climate Governance Effectiveness
Aso Abdullah, Abdullah Omar Yassen, Mohammad Talha
Using panel data from 5,378 firms across Asia, Europe, and North America (2015-2024), this study examines how board governance structures affect climate governance effectiveness and transition performance. Independent and gender-diverse boa…
Peer-reviewed🌍 GlobalJournal2026#AI × ESG
Accounting for AI Inference in Corporate GHG Inventories: A Four-Tier Methodology for Scope 3 Category 1 Reporting
Guillermo Llopis
AI inference services fall under Scope 3 Category 1 under CSRD, yet lack standardized accounting. This paper proposes a four-tier framework from token-based physical estimation to spend-based EEIO, correcting 10-40x overestimates from gener…
🌍 GlobalConference2026 6th International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)2026#AI × ESGDOI
AI-Based Predictive Energy Management of a Hybrid Solar-Wind System for Green Hydrogen Production: Case Study of Tarfaya, Morocco
Fatima Zahra El-Yazidi, H. Mounir
This paper proposes an AI-based predictive energy management system for a hybrid solar-wind-battery system producing green hydrogen. It combines machine learning for day-ahead solar and wind generation forecasting with a reinforcement learn…