GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 13 open 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-reviewedJournalJournal of Cleaner Production2026#HydrogenDOI
Assessing low-carbon hydrogen feedstock deployment for refinery hydroprocessors in renewable-constrained regions using a scenario-based TEA-LCA framework
Mohammad Ansub Khan, Hira Mahmood, Jay Liu
This study proposes a scenario-based TEA-LCA framework to assess the deployment of low-carbon hydrogen feedstock for refinery hydroprocessors in regions with renewable energy constraints. It evaluates techno-economic and environmental trade…
Peer-reviewed🇨🇳 ChinaJournalFrontiers in Environmental Science2026#Energy TransitionDOI
Network resilience of regional social-ecological systems under energy transition: measurement, drivers, and structural optimization in the Yangtze River Delta
Guijun Li, Donghan Meng
This study proposes a complex network framework to quantify the resilience of regional social-ecological systems (SES) under energy transition. Using the Yangtze River Delta urban agglomeration as a case, it maps interdependencies among soc…
Peer-reviewedJournalACS Applied Energy Materials2026#Energy TransitionDOI
Polyanionic Sodium Iron Pyrophosphate (NFP) at Low Sodium-to-Iron Ratio Incorporated with Carbon Nanofiber
Yongkang Ma, Yuexin Jia, Qianlun Mao +1
This study develops a carbon nanofiber-modified low-sodium iron pyrophosphate cathode for sodium-ion batteries, achieving high specific capacity (119.5 mAh/g) and excellent cycling stability (89.3% retention after 4000 cycles at 20C). Enhan…
Peer-reviewedJournalSpringer Link (Chiba Institute of Technology)2026#PolicyDOI
Reframing the Strategic Framework for a Climate Just Transition: A Global South Perspective
Baihe Gu
This study reframes just transition from a developed-country-centric concept to one that incorporates Global South development needs, proposing a Development-Decarbonization-Structural Transformation (DDST) framework. It defines just transi…
Peer-reviewedJournalAustralian Energy Producers journal.2026#CCUSDOI
Moomba CCS: a subsurface lookback at the first year of injection performance of Australia’s first large-scale onshore carbon capture and storage project
Joel Stockill, Rachel Kieft, Fatemeh Kamali +1
This paper reviews the first year of subsurface performance of Australia's first large-scale onshore CCS project, Moomba CCS. CO2 is injected into depleted Toolachee reservoirs via five wells, with monitoring data (pressure, passive seismic…
Peer-reviewed🇨🇳 ChinaJournalBuildings2026#Energy EfficiencyDOI
Effectiveness and Adaptability of Energy Retrofit Measures in Chinese Public Buildings: A Large-Scale Empirical Analysis
Yue Wang, Xinyi Zhao, Guohao Sun +3
Analyzing measured data from 530 public building retrofit projects across 11 Chinese provinces, this study quantifies realized energy savings and cost-effectiveness. Mean energy use intensity decreased by 19.1%, with 99.2% of projects achie…
Peer-reviewed🌍 GlobalJournalTourism and Hospitality2026#OtherDOI
Constraints, Communication, and the Satisfaction–Advocacy Gap: Behavioural Intentions of Low-Carbon Tourists in Thailand
Warach Madhyamapurush
This study examines behavioral intentions of low-carbon tourists in Thailand using mixed methods. Sustainability communication positively affects satisfaction, while constraints reduce it. Satisfaction strongly predicts advocacy, but passiv…
Peer-reviewedJournalSpringer Link (Chiba Institute of Technology)2026#CCUSDOI
Metal-Organic Frameworks as “Molecular Sponges”: An Analysis of Their Strategic Role in the Context of Carbon Neutrality
Ziming Bai
This paper analyzes the strategic role of metal-organic frameworks (MOFs) as 'molecular sponges' in achieving carbon neutrality, addressing CCUS bottlenecks. It compares MOFs with traditional adsorbents/catalysts, outlines design and indust…
Peer-reviewedCNJournalInternational Journal of Climate Change Strategies and Management2026#AI × ESGDOI
Digitize to decarbonize: Digital-real integration provides the green development pathway for corporate operation
Bochen Zhang, H. Huang, Zhili Han +1
This paper empirically analyzes the impact of digital-real integration (DRI) on green total factor productivity (GTFP) using panel data from Chinese industrial enterprises. Fixed-effects and mediation analyses show that DRI significantly im…
Peer-reviewed🌍 GlobalJournalChemistry2026#CCUSDOI
Commercial-Scale Demonstration of Carbon Capture and Utilisation (CCU) from a Nickel Refinery Off-Gas Using Microalgae in a Closed Vertical Tube Photobioreactor
Emily Preedy, Darren L. Oatley-Radcliffe, Jose Gayo Pelaez +3
This study demonstrates a commercial-scale tubular photobioreactor using CO2 from a nickel refinery to grow microalgae, achieving biomass productivity of 0.11 g/L/d and sequestering ~1 tonne CO2/year. Techno-economic analysis shows positive…
Peer-reviewed🌍 GlobalJournalSingapore Economic Review2026#ESGDOI
National FDI and Corporate ESG: Redefine Business Models in Emerging G20 Economies
P. Roy
This study analyzes the nonlinear relationship between inward and outward FDI and corporate ESG performance using 6,511 firm-year observations from G20 emerging economies (2014-2023). It finds a U-shaped effect for inward FDI and an inverte…
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
Il Cold Case del Modello Energetico di Marchetti da rivisitare - Fonti energetiche in competizione e in un processo evolutivo di sostituzione?
MORELLI, Rocco
This paper critically revisits the Marchetti-Nakicenovic logistic substitution model of energy sources (IIASA, 1979) against actual global energy mix data for 2024-2025. It finds major divergences due to geopolitics and technological accele…
Peer-reviewed🇪🇺 EuropeJournalEuropean Journal of Political Research2026#Energy TransitionDOI
What kind of energy transition? Public opinion trade-offs between economic growth, ecological sustainability, and equity
M. Natili, Alessandro Pellegata, Francesco Visconti
Amid the energy crisis after the Ukraine invasion, this conjoint experiment reveals European citizens' preferences for policy packages balancing climate, energy security, and income. Support for renewables rises with social transfers and pr…
Peer-reviewed🇨🇳 ChinaJournalBuildings2026#Energy TransitionDOI
Red Mud as a Supplementary Cementitious Material for Low-Carbon Buildings: Interfacial Bonding, Structural Strength, and Environmental Benefits
Huazhe Jiao, Yongze Yang, Yixuan Yang +7
This review provides a theoretical and practical foundation for using red mud (RM) as a supplementary cementitious material. It clarifies CO2 mineralization pretreatment, interfacial bonding mechanisms, and alkali-activation pathways, demon…
Peer-reviewedCNJournalAdvances in Information Management and Economic Development Research2026#AI × ESGDOI
Research on the Risk Contagion and Governance Mechanism of Capital Chain Rupture in China's Construction Industry
Yuxuan Guo, Linxin Yin, Ruihan Xiong +2
This study addresses the severe risk of capital chain rupture in China's construction industry, focusing on vulnerable subcontractors. It proposes an AI-assisted risk control platform and innovative insurance products, using gradient boosti…
Peer-reviewedJournalChemRxiv2026#AI × ESGDOI
Explainable Machine Learning for Low-Emission Methane Tri-Reforming: Carbon Formation, Hydrogen Production, and Operating-Window Optimization
Zahra Yaghoubi, Mahyar Mansouri, Hosein Alimardani +2
This study applies explainable machine learning to optimize methane tri-reforming (TRM) for low-emission hydrogen production and CO2 utilization. Using 46,464 equilibrium data points, a neural network achieved the best predictive performanc…
Peer-reviewedCNJournalPLoS ONE2026#ESGDOI
Informal institutions and corporate carbon emissions: Evidence from China’s listed companies
S. Hou
Using data from Chinese listed firms (2010-2020), this study finds that indigenous religious culture (Buddhism and Taoism) significantly reduces corporate carbon emissions. The effect operates through enhanced CSR, eased financing constrain…
Peer-reviewed🌍 GlobalJournalJournal of Corporate Accounting & Finance2026#PolicyDOI
Innovation Under Uncertainty: Corporate Strategic Responses to Climate Policy Risk
Md Ruhul Amin, Sharif Mazumder, Pritam Saha
Using a novel climate policy uncertainty (CPU) measure, this study shows that firms reduce future innovation (patents, citations, value) in response to climate policy risk, with green innovation less affected. The mechanism is a precautiona…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#Energy TransitionDOI
The Impact of Data Capital on Low-Carbon Technology Adoption Among Farmers: A Survey of Wheat Growers in Heze City, Shandong Province
Xiumei Xu, Hongjuan Liu, Jian Xu
Using survey data from 602 wheat farmers in Heze, Shandong, this study applies an ordered probit model to examine how data capital influences low-carbon technology adoption. Data capital significantly promotes adoption, with ecological cogn…
Peer-reviewedCNJournalCarbon Energy2026#HydrogenDOI
In Situ Grown Bimetallic (Ni, Fe)
12
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5
Nanoneedles With Favorable Electronic Structures and Superwetting Surfaces for Highly Efficient and Durable Seawater Splitting at Industrial Current Density
Jingcheng Zhang, Xinru Ji, Sheng Cao +5
This study develops a highly efficient and durable bimetallic phosphide electrode (Fe-doped Ni12P5 nanoneedles on nickel foam) for seawater electrolysis, achieving low overpotentials at industrial current densities (1000 mA cm-2) and stable…