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.
CN📚 Peer-reviewed · JournalIndustry and Innovation2026#Supply ChainDOI
Digital technology enables carbon neutrality: the impact of supply chain digitisation on corporate carbon emissions
Liang Zhang, Yuedi Xu, Xi Zhong
This study empirically investigates the impact of supply chain digitization on corporate carbon emissions using Chinese firm-level data. The findings demonstrate that digitization significantly reduces emissions, though the effect varies by…
🇨🇳 China📚 Peer-reviewed · JournalEnergy and Buildings2026#Scope 3DOI
Technology-driven mitigation of embodied CO2 emissions for prefabricated buildings in China: A supply-chain potential quantification and techno-economic analysis
Meijia Xu, Yubing Bai, Yuan Chang
This study quantifies embodied CO2 emissions across the supply chain of prefabricated buildings in China and evaluates techno-economic reduction potentials. It identifies key stages for mitigation and proposes cost-effective measures, offer…
🌍 Global📚 Peer-reviewed · JournalEnergy geoscience conference series.2026#Energy TransitionDOI
Competition, conflict and consequences: Offshore geospatial planning for the energy transition
Ruth V. Hamilton, John R. Underhill
The energy transition intensifies competition for offshore space. Using the UK North Sea, this study analyzes conflicts among renewables, geological storage, and other uses, advocating for data-driven interdisciplinary spatial planning and …
🌍 Global📚 Peer-reviewed · JournalJ-STAGE#Renewable EnergyDOI
Comparison of policies promoting wood biomass utilization in Europe and Japan
欧州と日本における木質バイオマス利用促進政策の比較
(著者不明)
This paper compares policies promoting wood biomass utilization in Europe and Japan. It examines policy instruments, targets, and outcomes in both regions, offering insights for Japan's renewable energy policy.
🌍 GlobalJournal2026#Carbon PricingDOI
Guidance for Policymakers on the Role of Domestic Carbon Pricing and International Carbon Credit Markets in Achieving LTSs and NDCs
World Bank
This guidance provides policymakers with recommendations on leveraging domestic carbon pricing and international carbon credit markets to achieve Long-Term Strategies (LTS) and Nationally Determined Contributions (NDCs). It covers instituti…
🌍 Global📚 Peer-reviewed · JournalVeredas do Direito2026#Energy EfficiencyDOI
GREEN FTTH: ENERGY EFFICIENCY OF ACCESS NETWORKS AND SUSTAINABLE DESIGNS
Malik Faisal Ahmad
This review (2020-2025) synthesizes literature on FTTH energy efficiency and sustainable design. FTTH outperforms copper but depends on operational practices like sleep/doze modes, dynamic bandwidth allocation, and renewable integration. A …
🌍 Global📚 Peer-reviewed · Journal2026#Carbon PricingDOI
Global Compliance Carbon Markets: Auction Mechanisms
Yushuo Yang
This report reviews auction mechanisms in global compliance carbon markets (CCMs), analyzing the shift from free allocation to auctions and its impact on price formation, market efficiency, and stakeholder participation. It offers practical…
🇨🇳 China📚 Peer-reviewed · JournalJournal of environmental chemical engineering2026#CCUSDOI
Highly selective CO2 capture over N2 on amine impregnated oxidized granular carbon
Nitin Goyal, Peng Gao, Liying Liu +4
This study develops CO2 capture technology using amine-impregnated oxidized granular carbon, demonstrating high selectivity over N2 and efficient CO2 separation. It contributes to CCUS advancement.
🇨🇳 China📚 Peer-reviewed · JournalNature Reviews Earth & Environment2026#Energy TransitionDOI
Decarbonizing global steel production
Peng Wang, Yi-Long Yin, Zhenxi Li +10
Global research on decarbonizing steel production, analyzing technological pathways including process shift, CCUS, and hydrogen utilization, and presenting emission reduction potentials and challenges.
🇨🇳 China📚 Peer-reviewed · JournalNature Health2026#EV & TransportDOI
Reduced urban air pollution and mortality from the transition to new energy vehicles in China
Qianqian Yang, Quan Yuan, Qiangqiang Yuan +5
This paper empirically demonstrates that the transition to new energy vehicles (NEVs) reduces urban air pollution and associated mortality in China. It provides evidence on the health co-benefits of EV adoption, linking decarbonization to p…
🇨🇳 China📚 Peer-reviewed · JournalFrontiers in Marine Science2026#Climate ScienceDOI
Source-sink dynamics of coastal blue carbon: a review of mechanisms and drivers
Meihong Ge, Jinfeng Du, Yunxiao Han +6
This review synthesizes the source-sink characteristics, drivers, and mechanisms of coastal blue carbon ecosystems (mangroves, salt marshes, seagrass, macroalgae). It examines biogeochemical processes and anthropogenic disturbances, highlig…
🇨🇳 China📚 Peer-reviewed · JournalSustainability2026#HydrogenDOI
Sustainable Transition of Underground Gas Storage: A Unified Engineering Framework from Methane and Carbon Dioxide to Hydrogen
Xuerui Wang, Zekun Zhang, Jianbo Zhang +2
This review presents a unified engineering framework for transitioning underground gas storage (UGS) from traditional fossil fuel peak-shaving to large-scale renewable energy storage hubs for hydrogen and CO2. It compares formation adaptabi…
🇨🇳 China📚 Peer-reviewed · JournalEcological Economics2026#Supply ChainDOI
The dynamic complexity of critical mineral supply chains reveals the paradox of energy transition
Junhui Li, Yongguang Zhu, Shiquan Dou +7
This paper analyzes the dynamic complexity of critical mineral supply chains essential for energy transition, highlighting the paradox that supply constraints and geopolitical risks may hinder the deployment of clean energy technologies.
🇨🇳 China📚 Peer-reviewed · JournalSustainability2026#AI × ESGDOI
Industrial Artificial Intelligence and Urban Carbon Reduction: Evidence from Chinese Cities
Gao Aixiong, Hong He, Quan Zhang
This study examines the causal impact of industrial artificial intelligence (AI) on urban carbon emissions using panel data from 260 Chinese cities (2005-2019). A novel city-level industrial AI index is constructed. Results show that indust…
🇨🇳 ChinaPreprintResearch Square2026#Renewable EnergyDOI
Subsidy Phase-Out, Innovation, and Policy Design: Evidence from China’s Photovoltaic Industry
Runjie Fan, Hao Liu, Le Zhang
This paper empirically analyzes the impact of subsidy phase-out on firm innovation in China's photovoltaic industry. It identifies conditions under which subsidy reduction fosters innovation and provides a policy design framework. The Chine…
🇨🇳 China📚 Peer-reviewed · JournalBuildings2026#Energy EfficiencyDOI
Drivers, Technology Evolution and Systematic Research Framework: A Review on Carbon Reduction Retrofit Technologies and Exploration of Pathways for Existing Buildings
Xiaoxuan Ma, Qinghai Guo, Gang Lian +1
This systematic review, following PRISMA, screened 244 articles and analyzed 77 studies. It summarizes the evolution of low-carbon retrofit technologies over the past five decades and identifies climate pressures, policies, stakeholder dema…
🇨🇳 China📚 Peer-reviewed · JournalMachines2026#EV & TransportDOI
Vehicle-to-Grid Integration in Smart Energy Systems: An Overview of Enabling Technologies, System-Level Impacts, and Open Issues
Haozheng Yu, Congying Wu, Yu Liu
This paper provides a comprehensive review of Vehicle-to-Grid (V2G) integration into smart energy systems. It analyzes key enabling technologies (bidirectional charging, aggregation, communication, data-driven control) from a system-level p…
🇨🇳 China📚 Peer-reviewed · JournalSustainability2026#Renewable EnergyDOI
Impact Factors and Policy Effectiveness of Renewable Energy Generation in China
Songyuan Liu, Shuaiqi Hu, Mei Wang +3
This paper develops a hybrid causal framework combining K2 structural learning and Bayesian Networks to analyze drivers of renewable energy expansion in China. It finds a paradigm shift from resource-driven to institution-driven growth, wit…
🇨🇳 ChinaPreprintZenodo (CERN European Organization for Nuclear Research)2026#Carbon AccountingDOI
Carbon storage potential of wood and biochar in global urban building scenarios
Alessio Mastrucci, Dominik Maierhofer, X. Zhong +8
This study assesses carbon storage in global urban building stocks under future scenarios, focusing on structural wood and biochar-based concrete. Substituting with wood in 50% of new buildings could increase carbon storage by 0.4 GtCO2/yr …
🇨🇳 China📚 Peer-reviewed · JournalDOAJ (DOAJ: Directory of Open Access Journals)2026#HydrogenDOI
Optimized Operation of Integrated Energy System Considering Dynamic Hydrogen/Ammonia Co-Firing and Power to Gas (P2G)-Carbon Capture and Storage (CCS) Coupling
GONG Ziyi, MA Hui, MAO Rui, WANG Xin, MIAO Guixi, YUAN Liang
This paper proposes an optimal scheduling model for an integrated energy system integrating dynamic hydrogen/ammonia co-firing with P2G-CCS coupling. Results show that a fixed 20% co-firing ratio minimizes total cost and emissions, while dy…