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🇨🇳 ChinaJournalHighlights in Science Engineering and Technology2026#Energy TransitionDOI
Research Progress on Economical, Environmentally Friendly, and Efficient Lithium Recycling Processes for Ternary Lithium-Ion Battery Cathode Materials
阁宗岭
This review systematically organizes progress in lithium recovery from retired NCM ternary lithium-ion batteries, analyzing mainstream pyrometallurgy, hydrometallurgy, and direct repair methods, and detailing novel lithium-preferential proc…
Peer-reviewed🇨🇳 ChinaJournalWater Research2026#Climate ScienceDOI
Trade-off mechanisms between N2O emissions and nitrogen multifunctionality in a lake littoral mesocosm wetland under seasonal water-level fluctuations: insights from metagenomics and machine learning
Rui Su, Dayong Zhao, Xiaomin Zhang +2
This study investigates trade-offs between N2O emissions and nitrogen multifunctionality in lake littoral mesocosm wetlands under seasonal water-level fluctuations, using metagenomics and machine learning. Machine learning identified key en…
Peer-reviewed🇨🇳 ChinaJournalMaterials Science and Technology2026#energy_storageDOI
A review of high-entropy transition metal carbides/nitrides: Properties, applications, and synthesis methods
Ziqi Yang, Chunxia Zhang, Wenhao Guo +2
This review comprehensively summarizes the latest research progress on high-entropy transition metal carbides/nitrides (HE-TMC/N) in terms of preparation, performance, and application. HE-TMC/N inherit the superior properties of traditional…
Peer-reviewed🇨🇳 ChinaJournalSustainable Energy Technologies and Assessments2026#Energy TransitionDOI
Economic and environmental feasibility of methane hydrate as an alternative fuel for steam power systems: a chance-constrained robust programming approach
Teng Niu, Huaquan Miao
This study evaluates the economic and environmental feasibility of using methane hydrate as an alternative fuel for steam power systems, employing a chance-constrained robust programming approach to support decision-making under uncertainty…
Peer-reviewed🇪🇺 EuropeJournalAaltodoc (Aalto University)2026#Greenwashing
The impact of sustainability reporting on the perceived greenwashing in the Finnish energy sector: perspectives of customers, managers, and auditors on Corporate Sustainability Reporting Directive (CSRD)
Vlada Konstantinova
This mixed-methods study examines how CSRD affects perceived greenwashing in Finland's energy sector, contrasting views of managers, auditors, and customers. Auditors trust the regulation most, customers least. Technical terminology hinders…
Peer-reviewedJournalJurnal QOSIM Jurnal Pendidikan Sosial & Humaniora2026#ESGDOI
ESG Disclosure, Institutional Ownership, and Firm Value: The Moderating Role of Firm Size in Indonesian Energy Companies
Ike Indrianti Priyono, Harmono, Diyah Sukanti Cahyaningsih +2
This study examines the effects of ESG disclosure and institutional ownership on firm value in Indonesian energy companies. Using data from 20 firms (2022-2025), it finds that ESG disclosure has no significant effect, while institutional ow…
Peer-reviewed🇨🇳 ChinaJournalInternational Review of Economics & Finance2026#ESGDOI
Corporate ESG Disclosure in Supply Chains: Peer Effects and Relational Conditions of Institutional Influence
Jilin Zhang, Zhicheng Yao, Wenxu Chen +3
Using panel data on Chinese A-share listed firms and their direct suppliers and customers from 2013-2022, this study finds that a firm's ESG disclosure is positively associated with the average disclosure of its supply chain partners. The p…
Peer-reviewedJournalAaltodoc (Aalto University)2026#Energy Transition
The Role of Procurement in Maritime Decarbonization Efforts
William Johnston
This master's thesis explores the role of procurement in maritime decarbonization. It identifies a lack of demand as a key barrier and examines whether procurement can generate demand for green technologies. Based on expert interviews, it c…
Peer-reviewedJournalAaltodoc (Aalto University)2026#Energy Transition
The Role of Procurement in Maritime Decarbonization Efforts
Leo Jing
This thesis explores the role of procurement in maritime decarbonization. Through interviews with industry experts, it finds that procurement can act as a lever for change, but remains cost-focused and requires stakeholder support under ide…
🇨🇳 ChinaDatasetMendeley Data2026#Scope 3DOI
Replication Data and Code for “Managing the Domestic Carbon Footprint of China’s Digital Exports: Interprovincial Emission Sources, Responsibility Gaps, and Mitigation Priorities”
Jiangquan He, Ting‐Chi Wen
This dataset provides province- and sector-level estimates of domestic production-based Scope 1 CO2 embodied in China's exports of digital-economy core industries for 2012-2016, 2019, and 2020. It includes interprovincial carbon flows, tran…
Peer-reviewedJournalJournal of Alloys and Metallurgical Systems2026#Energy TransitionDOI
Silicon Production Technologies: Historical Evolution, Energy and Carbon Footprint, and Future Perspectives
Nurbek Rakhimov, Shohruh SAYFULLOEV, Odiljon Abdurakhmonov +13
This paper reviews the historical evolution of silicon production technologies, analyzing their energy consumption and carbon footprint. It discusses future prospects for decarbonization, including renewable energy integration and process i…
Peer-reviewed🇨🇳 ChinaJournalJournal of Energy Storage2026#Energy TransitionDOI
Nitrogen-doped bamboo-derived hard carbon coupled with metal–organic framework-derived porous carbon for sodium-ion batteries
Zhiying Lin, Qianqian Zhang, Qingtai Cai +5
This study develops a composite of nitrogen-doped bamboo-derived hard carbon and MOF-derived porous carbon as an anode material for sodium-ion batteries. Nitrogen doping enhances electrochemical performance, demonstrating the potential of s…
Peer-reviewed🇨🇳 ChinaJournalGreen Carbon2026#Energy TransitionDOI
Sustainable biomanufacturing of fat-soluble vitamins: Rewiring carbon flux and green carbon management
Chenchen Xu, Wanyue Zhang, Kai Wang +6
This review focuses on green microbial production of fat-soluble vitamins (A, D, E, K), systematically summarizing synthetic biology and metabolic engineering strategies to rewire carbon flux toward FPP/GGPP pathways. It details modular opt…
Peer-reviewed🌍 GlobalJournalPhilosophical Transactions of the Royal Society B Biological Sciences2026#Climate ScienceDOI
Land-use change causes rapid carbon losses in Congo Basin peatlands across climate scenarios, whereas the effects of climate change alone are uncertain
Dylan M. Young, Andy J. Baird, Paul J. Morris +22
This study simulates the effects of climate and land-use change on Congo Basin peatlands, finding that while climate change alone has uncertain impacts, coupling land-use change (drainage) with climate change unequivocally turns these peatl…
Peer-reviewedJournalJURNAL GEOGRAFI2026#Carbon AccountingDOI
Bridging Community Carbon Benefits and Village Revenue: Institutional Governance of Agroforestry-Based Carbon Credits in West Java, Indonesia
Sumarlan Sumarlan, Meilinda Suriani Harefa, Amal H. Aljaddani
This qualitative study examines village readiness, institutional governance, and community empowerment in agroforestry-based carbon credit development across five regencies in West Java, Indonesia. Findings show that while land availability…
Peer-reviewed🌍 GlobalJournalFigshare2026#Climate ScienceDOI
Increased maximum carbon release offsets half of the growth trend in annual land carbon sink
Yu Bai
This dataset provides code and data for Bai et al.'s study showing that increased maximum carbon release offsets half of the growth trend in annual land carbon sink. It offers insights into interannual variability of terrestrial carbon sink…
Peer-reviewed🇨🇳 ChinaJournalProcess Integration and Optimization for Sustainability2026#CCUSDOI
Exergy-environmental-economic (3E) Assessment of Municipal Solid Waste Incineration Process with Oxygen-enriched Combustion and Carbon Capture Technologies
Qin Yu, Yiwei Huang, Liangde Huang +3
This paper assesses municipal solid waste incineration integrated with oxygen-enriched combustion and carbon capture from exergy, environmental, and economic perspectives. It analyzes decarbonization benefits and economic viability, offerin…
JournalApple Academic Press eBooks2026#CCUSDOI
Carbon Capture Technologies: Challenges and Future Prospects
Sobia Riaz, Muhammad Sohail, Haleema Sadia +4
This review outlines carbon capture technologies for achieving net-zero emissions, covering pre-combustion, post-combustion, and oxy-fuel processes, along with methods like solvent absorption, membrane separation, and CO2 conversion. It als…
Peer-reviewed🇨🇳 ChinaJournalJournal of Energy Storage2026#Energy TransitionDOI
Highly efficient carbon aerogel-supported iron single-atom catalysts by synergistic mesopore-graphitization engineering for durable low-temperature zinc-air batteries
H. L. Dai, Dahai Xu, Yi Zhang +4
This study develops iron single-atom catalysts supported on carbon aerogels for durable low-temperature zinc-air batteries. Synergistic mesopore-graphitization engineering significantly enhances catalytic activity and durability, offering i…
JournalProcess Integration and Optimization for Sustainability2026#Supply ChainDOI
Mapping the Evolution of Low-Carbon Supply Chain Research: A Systematic Review with Non-Negative Matrix Factorization-Assisted Topic Modeling
Sheng-Wei Lin, Huai-Wei Lo, Wen‐Min Lu
This paper systematically reviews low-carbon supply chain research, using NMF-assisted topic modeling to map the evolution of key themes and trends. It provides a comprehensive overview of the field, highlighting research gaps and future di…