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-reviewedJournalScientific Reports2026#Renewable EnergyDOI
A hybrid transformer-PPO framework for multi-objective energy management in renewable-based microgrids.
Yeganeh Sadeghpour, E. A. Farsani, H. Abdolmohammadi +1
This paper proposes a hybrid framework combining Transformer and Proximal Policy Optimization (PPO) for multi-objective energy management in renewable-based microgrids. It addresses optimization of cost, efficiency, and environmental impact…
Peer-reviewed🇪🇺 EuropeJournalReview of Evolutionary Political Economy2026#Energy TransitionDOI
Automation, digitalisation and decarbonisation in the European automotive industry: a roadmap towards a just transition
Armanda Cetrulo, Giovanni Dosi, Angelo Moro +2
This paper explores the twin transition of automation/digitalisation and decarbonisation in the European automotive industry. Using an evolutionary political economy approach, it analyzes structures of dependence among firms, trade unions, …
Peer-reviewed🇪🇺 EuropeJournalSustainable Development2026#Carbon PricingDOI
How Tariffs Shape Trade‐Embodied Emissions in the European Union: Sectoral Heterogeneity in Final Demand
Hugo Campos‐Romero
This study empirically examines how tariffs affect greenhouse gas emissions embodied in extra-EU imports consumed by EU final demand. Using a high-dimensional fixed effects model, it finds that on average higher tariffs are associated with …
Peer-reviewed🇪🇺 EuropeJournalJournal of economic surveys (Print)2026#Carbon PricingDOI
Aviation and the European Union Emission Trading System: A Bibliometric and Thematic Review
Riccardo Colantuono
This bibliometric and thematic review assesses the evolving economic and environmental impacts of the EU ETS for aviation by analyzing 47 studies from 2009 to 2024. It highlights that early impacts were constrained by free allowances and lo…
Peer-reviewedJournalIEEE Transactions on Automation Science and Engineering2026#Carbon PricingDOI
Promoting Emission Reduction of Coupled Power-Traffic Networks Based on Energy–Carbon Integrated Prices
Wenjie Qiao, Ge Guo, Ning Zhang +3
This paper proposes a unified carbon pricing scheme for coupled power-traffic networks involving both electric vehicles and gasoline vehicles. Gasoline vehicles face direct carbon costs based on tailpipe emissions, while EVs are charged an …
Peer-reviewedCNJournalEnergy, Sustainability and Society2026#Carbon PricingDOI
Synergistic emission reduction effect of carbon emission trading and green finance markets: evidence from 46 Chinese cities
Xiufan Zhang, Zhongju Liao
Using data from 46 Chinese cities, this paper empirically analyzes the synergistic emission reduction effect of carbon emission trading and green finance markets. The findings suggest that the interaction of both markets yields greater emis…
Peer-reviewedJournalActual Problems of Economics2026#Energy TransitionDOI
ECONOMIC DIAGNOSTICS OF UKRAINE'S ENERGY TRANSFORMATION IN THE CONTEXT OF CURRENT CHALLENGES
L. Martyniuk, O. Moroz
This paper analyzes the state and prospects of Ukraine's electricity generation industry under war conditions, emphasizing decentralization and decarbonization. It highlights the vulnerability of centralized models and proposes distributed …
Peer-reviewed🇨🇳 ChinaJournalJournal of Physics Conference Series2026#HydrogenDOI
Research on optimal configuration of regional hydrogen energy supply chain based on renewable Energy
Yufan Li, Liting Zhang, Lifei Song
This study develops an optimization model for a renewable energy-based regional hydrogen supply chain, applied to Shanghai Lingang New Area. A dynamic MILP model reduces hydrogen storage by 8.3%, transportation fleet by 11.1%, and terminal …
Peer-reviewed🇨🇳 ChinaJournalJournal of the Knowledge Economy2026#AI × ESGDOI
Role of Artificial Intelligence and Environmental Digitalization in Mitigating Climate Risks for Sustainable Development amid Geopolitical Uncertainty
Marina Nazir, Marina Nazir, Minhas Akbar +2
This paper explores how artificial intelligence and environmental digitalization contribute to mitigating climate risks and promoting sustainable development amid geopolitical uncertainty. It examines the potential of AI-driven climate risk…
Peer-reviewed🇨🇳 ChinaJournalRecycling2026#circular_economyDOI
Valorization of Coal-Based Solid Wastes as Soil Amendments: A Review of Modifications, Mechanisms, and Environmental Pathways in the Chinese Circular Economy
Zhongli Jiang, Qinggang Wang, Yinnan Cao +4
This review evaluates the feasibility of valorizing coal-based solid wastes (coal gangue, fly ash, gasification slag, desulfurization gypsum) as soil amendments within a circular economy framework. It systematically examines modification me…
Peer-reviewed🇨🇳 ChinaJournalFrontiers in Environmental Science2026#PolicyDOI
Climate governance credibility and renewable energy transition in G20 nations: an institutional signalling perspective on NDC compliance and implementation gaps (2016–2024)
Y LIU
This study analyzes NDC implementation gaps in G20 nations from an institutional signaling perspective (2016-2024). It constructs a NDC Compliance Composite Index (NDCCI) and uses a two-way fixed effects model. Findings show that governance…
Peer-reviewed🇨🇳 ChinaJournalFrontiers in Chemistry2026#Energy TransitionDOI
Editorial: Eco-friendly fabrication of energy storage materials: from batteries to supercapacitors
Min Hong, Chunrong Ma, Gang Chen
This editorial highlights recent advances in eco-friendly fabrication of energy storage materials like batteries and supercapacitors, emphasizing AI/ML for material discovery and process optimization, as well as microwave recycling technolo…
Peer-reviewed🇨🇳 ChinaJournalSustainable Development2026#Climate RiskDOI
The Impact of Climate Risks on Growth‐at‐Risk
Xingmin Yin, Xiaobo Qian, Jianyue Ji
This paper integrates climate risks into a growth-at-risk (GaR) framework using Chinese city-level panel data from 2008 to 2023. It finds that both transition and physical risks significantly increase downside growth risk through total fact…
Peer-reviewed🇨🇳 ChinaJournalJournal of Physics Conference Series2026#Energy EfficiencyDOI
Research on energy-saving and emission-reducing optimization of academic building wall insulation considering operational time characteristics
Xun Kang, Guojie Chen, Peng Xiong
This study demonstrates the importance of considering operational time characteristics (e.g., summer and winter vacations) when optimizing wall insulation thickness for academic buildings. Using EnergyPlus simulations and life-cycle carbon …
Peer-reviewed🇨🇳 ChinaJournalSustainable Development2026#PolicyDOI
Synergies and Trade‐Offs Between China's Climate Actions and Other Sustainable Development Goals in the Context of Global Climate Governance
Jinyu Fang, Wei Fang, Yue Wang +2
Using provincial panel data from China, this study employs a two-stage causal discovery and effect estimation framework to analyze interactions between climate action (SDG13) and other SDGs. Nationally, synergies with ecological conservatio…
Peer-reviewed🇨🇳 ChinaJournalEmerging Markets Finance and Trade2026#Energy TransitionDOI
How Does Digital-Green Synergy Affect the Supply Chain Resilience of Energy Companies: Evidence from China
Xi Zhang, Li Qiu, Xuan Yao +1
Using panel data from Chinese traditional energy companies (2011-2024), this study empirically examines how digital-green synergy (DGS) enhances supply chain resilience (SCR) through three pathways: precise risk perception, agile dynamic re…
Peer-reviewed🇺🇸 USAJournalEnvironmental Science & Technology2026#CCUSDOI
Design Optimization and Global Impact Assessment of Solar-Thermal Direct Air Carbon Capture
Zhiyuan Fan, Bolun Xu
This paper presents design optimization and global impact assessment of solar-thermal direct air carbon capture (DAC), showing it as a lower-cost alternative to geothermal heating for carbon removal.
Peer-reviewedJournalFigshare2026#CCUSDOI
Tunable Gas–LiquidSeparation by Surface ChargeModifications: Toward Membrane-Based Carbon Capture and Detection
Jing Yang (13969), Haiou Zeng, Ningran Wu +4
This study uses molecular dynamics simulations to elucidate CO2 transport through nanoporous graphene membranes at gas-liquid interfaces. It reveals that pore-edge electrostatics enhance interfacial hydration, which suppresses CO2 permeance…
Peer-reviewed🌍 GlobalJournalApplied Chemical Engineering2026#CCUSDOI
A comprehensive review of agricultural waste-derived activated carbon for carbon dioxide (CO2) capture using PRISMA methodology
Widi Astuti, Dwi Putri S Aritonang, Maya Anggraeni +6
This review systematically evaluates CO2 capture using activated carbon (AC) derived from agricultural waste, following PRISMA guidelines. It finds that chemical activation, especially with KOH, enhances surface area and microporosity, impr…
Peer-reviewed🇨🇳 ChinaJournalEnvironmental Research2026#OtherDOI
Cement-stabilized loess as a locally sourced and potentially low-carbon infill for underground mine sealing walls: strength, disintegration resistance and microstructural controls across three coal regions
Rongmin Zhang, Lianjun Chen, Gang Pan +5
This study examines the use of cement-stabilized loess as an infill for underground mine sealing walls, evaluating strength, disintegration resistance, and microstructural controls across three coal regions in China, highlighting its potent…