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🇨🇳 ChinaJournalAdvanced Electromagnetics2026#AI × ESGDOI
Study on the Impact of Venture Capital on Corporate Carbon Performance
K. Zhou, Y. H. Cao, H. Yang
Using data from Shanghai and Shenzhen A-share listed companies (2010-2023), this study employs a two-way fixed-effects model to analyze the impact of venture capital (VC) on corporate carbon performance. VC improves carbon performance by al…
Peer-reviewed🇨🇳 ChinaJournalScience2026#Renewable EnergyDOI
Beyond carbon in renewable energy policy
Yuanning Liang
Using China's policy-driven solar expansion as a case, this paper argues that climate policy appraisal should incorporate biodiversity impacts. It emphasizes the need to integrate ecological effects into policy evaluation beyond carbon redu…
Peer-reviewed🇺🇸 USAJournalEnvironmental Advances2026#Climate ScienceDOI
Blue carbon ecosystems as climate solutions: Sequestration across coastal and marine environments
Allison K. White, Richard J. Kline, Md Saydur Rahman
Blue carbon ecosystems (BCEs) like mangroves, salt marshes, and seagrasses sequester CO2 long-term but face threats from climate change and degradation. Conservation and restoration are vital natural climate solutions, while marine geoengin…
Peer-reviewed🇨🇳 ChinaJournalEnergies2026#CCUSDOI
Design and Optimization of Bottom-Hole Temperature–Pressure Combinations in Gas Production from Gas Hydrates via Carbon Dioxide Replacement Strategy
Jingjuan Wu, Qi Li, Qi Li +5
This study experimentally measured phase equilibrium conditions of methane and CO2 hydrates to optimize temperature-pressure windows for CO2 replacement in gas hydrate production. Results align well with CSMHyd predictions, quantify the rec…
Peer-reviewed🇺🇸 USAJournalCommunications Sustainability2026#CCUSDOI
Ambient concrete carbonation is a trivial contributor in mitigating carbon dioxide emissions from cement production
Rui Xiao, Dale P. Prentice, Manas Sarkar +6
This study evaluates global ambient carbonation of concrete using thermodynamic and diffusion-based Monte Carlo analyses. It finds that by 2030, carbonation will uptake about 0.23 Gt CO2 annually, less than 10% of cement clinker emissions, …
Peer-reviewed🌍 GlobalJournalSustainability2026#Climate RiskDOI
Beyond Nature-Based Solutions: Towards a Functional-Operational Interpretation of Ecological Infrastructures for Urban Flood Mitigation
Cristian Seguel-Medina, Claudio Magrini
This study critiques typological approaches to Nature-Based Solutions and Green Infrastructure, proposing a functional-operational framework for urban flood mitigation. Comparing four international cases (Rotterdam, Tokyo, Copenhagen, Singa…
Peer-reviewed🇺🇸 USAJournalJournal of the American Chemical Society2026#CCUSDOI
Isothermal Capture and Release of Carbon Dioxide with a Porous Molecular Hexaamine
Adrian J. Huang, Matthew N. Dods, Ryan A. Klein +6
This study develops a porous molecular polyamine (TriptH) as a CO2 sorbent, achieving high capacity (5.3 mmol/g), stability under humid conditions, and endurance over 660 absorption-desorption cycles. It demonstrates unprecedented ability t…
Peer-reviewed🌍 GlobalJournalInorganics2026#Energy TransitionDOI
Interface-Driven Carbon–Inorganic Hybrid Catalysts for Biodiesel Production from Low-Grade Lipid Feedstocks: Acid–Base Chemistry, Mass-Transfer Control, Heterogeneity, and Stability
Stefano Bellucci
This critical review examines carbon–inorganic hybrid catalysts for biodiesel production from low-grade feedstocks, focusing on acid–base chemistry, mass transfer, and stability. It proposes a minimum evidence hierarchy to distinguish true …
Peer-reviewed🇨🇳 ChinaJournalACS ES&T Water2026#AI × ESGDOI
Rethinking the Low-Carbon Retrofitting of Existing Wastewater Treatment Plants: Coupling AI Fine-Tuned Operation with Dynamic In Situ Retrofitting as a New Paradigm
Qiusheng Gao, Meichen Yao, Liang Duan
This paper proposes a new paradigm for low-carbon retrofitting of existing wastewater treatment plants by coupling AI fine-tuned operation with dynamic in-situ retrofitting. AI optimizes operations to reduce energy consumption and greenhous…
Peer-reviewed🇨🇳 ChinaJournalRenewable and Sustainable Energy Reviews2026#Energy TransitionDOI
Hot in-place recycling for low-carbon asphalt pavement maintenance: Process, quality control, performance, service life, and life-cycle evaluation
Yabo Wang, Zhongshi Pei, Junda Ren +5
This paper comprehensively reviews hot in-place recycling for asphalt pavement maintenance from a low-carbon perspective. It covers process, quality control, performance, service life, and life-cycle evaluation, comparing environmental impa…
Peer-reviewed🇨🇳 ChinaJournalJournal of Environmental & Earth Sciences2026#PolicyDOI
Low-Carbon Building Codes and Standards: Comparative Evaluation of Global Regulatory Frameworks and Their Environmental Impacts
Haibo Lu, 苑占坡, Xiaoming Zhang
This review compares global low-carbon building codes and standards, highlighting differences in regulatory approaches (prescriptive vs. performance-based), implementation capacity, and adoption of carbon and life-cycle metrics. Reinforced …
Peer-reviewed🌍 GlobalJournalCarbon Balance and Management2026#AI × ESGDOI
Artificial intelligence, technological innovation, and regulatory quality for low-carbon energy transition: comparative evidence across income groups
Fahrettin Pala, Emine Kaya, Esra Nur Akpınar +3
Using panel data from 50 countries (2002-2019), this study examines how AI, renewable energy technology innovation (RETI), and regulatory quality (RQ) affect low-carbon energy transition. AI promotes transition across all income groups, whi…
🌍 GlobalDatasetMendeley Data2026#HydrogenDOI
Low-Carbon Hydrogen, Ammonia, and Methanol Projects in Asia
Liliia Bilous
This dataset compiles 551 announced, planned, and operating hydrogen, ammonia, and methanol production projects across Asia, sourced from the IEA database and national agencies. It underpins the sample construction in the accompanying manus…
Peer-reviewed🇨🇳 ChinaJournalAdvanced Science2026#Energy TransitionDOI
China's Low‐Carbon Energy Transition Over the Past Two Decades: Experiences and Implications
Yu Liu, Zhiyu Tian, Zhengxian Zhang +1
Analyzes China's low-carbon energy transition through the energy trilemma lens, revealing phased trade-offs among economic development, energy security, and environmental sustainability. Highlights a gradual pathway combining administrative…
Peer-reviewed🌍 GlobalJournalSustainable Cities and Society2026#Energy TransitionDOI
When net-zero falls short of carbon neutrality: Assessing dynamic life-cycle carbon integrity in grid-connected building microgrids
Muhammed Gür, Hakan F. Öztop, Arif Hepbaşlı
This paper proposes a dynamic life-cycle carbon assessment for grid-connected building microgrids, showing that net-zero targets may fall short of true carbon neutrality. It accounts for time-varying grid carbon intensity to provide a more …
Peer-reviewed🇨🇳 ChinaJournalJournal of Zhejiang University. Science A2026#AI × ESGDOI
Artificial intelligence for carbon neutrality: pioneering a new paradigm for future energy systems research
Xiaojie Lin, Jian Li, Rui Jing +4
This paper reviews the role of AI in transforming energy systems for carbon neutrality. It highlights how data-driven prediction, physics-informed learning, reinforcement learning, digital twins, and generative models enhance renewable fore…
Peer-reviewedCNJournalZhongguo Kexueyuan yuankan2026#PolicyDOI
Analysis of global carbon neutrality situation and policy insights for China
Lina LIU, Jiansheng QU, Jingjing ZENG +5
This paper analyzes global carbon neutrality trends and derives policy implications for China. It compares emission reduction targets and policy instruments across countries, offering insights for China's energy transition and carbon market…
Peer-reviewed🇨🇳 ChinaJournalSystems2026#Carbon PricingDOI
Information Sharing and Green Innovation in a Low-Carbon Platform Supply Chain Under Cap-and-Trade
Guojun Ji, Jie Qin
This study uses game theory to analyze how information-sharing strategies (no, free, paid) in a platform-led supply chain affect a manufacturer's green innovation, profits, and total emissions under cap-and-trade. When market demand exceeds…
Peer-reviewed🌍 GlobalJournalBusiness Strategy and the Environment2026#Scope 3DOI
Drivers of Scope 3 Emissions Disclosure Quality—CDP Analysis
Xintao Li, Binh Bui, Thanh Phan
Using CDP data from 2018-2022, this study empirically examines how climate governance and supplier engagement influence Scope 3 disclosure quality. Findings show that climate governance partially mediates the effect of supplier engagement o…
Peer-reviewed🌍 GlobalJournalGlobal Media and Social Sciences Research Journal2026#Transition FinanceDOI
Designing Green Finance for Environmental Transition: Financial Architecture, Information Disclosure, and Capital Allocation
Sofia Cabezon Wang, Sofia Cabezon Wang, Yuhe Zhu +3
This paper proposes a four-layered framework (project eligibility, risk-return architecture, information design, verification) to enhance the effectiveness of green finance. Using sustainable debt market data and case studies from Shanghai …