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.
🇨🇳 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…
🌍 Global📚 Peer-reviewed · JournalCarbon Capture Science & Technology2026#CCUSDOI
Linking Adsorbent Development to Industrial Carbon Capture: A Process-Based Screening Framework for Multi-Scenario CO2 Adsorption
Han-Shu Jao, Zeyu Tao, Jin Shang +1
This study develops a 0-D equilibrium screening framework to translate laboratory adsorption data into process-level performance indicators for CO2 capture. It evaluates three scenarios (post-combustion, direct air capture, natural gas puri…
🌍 Global📚 Peer-reviewed · JournalInternational Review of Law2026#CCUSDOI
Legal Implications of Re-Use of Decommissioned Petroleum Infrastructure for Carbon Capture, Utilisation and Storage Projects
Eduardo G. Pereira, Cristina Rodrigues, Margarita Nieves Zárate +1
This paper analyzes legal and regulatory challenges in repurposing decommissioned petroleum infrastructure for CCUS projects. It identifies gaps in ownership, liability, and long-term monitoring, recommending regulatory harmonization, finan…
🇨🇳 China📚 Peer-reviewed · JournalMaterials2026#CCUSDOI
A Comparative Review of Biological, Electrochemical, and Membrane-Based Methods for Direct Ocean Carbon Capture
Zi Wang, Jiayu Zheng, Siyuan Guo +6
This review categorizes direct ocean carbon capture methods into biological, electrochemical, and membrane-based types, evaluating efficiency, energy consumption, cost, TRL, scalability, and challenges. Electrochemical methods achieve 60-85…
🌍 Global📚 Peer-reviewed · JournalZenodo (CERN European Organization for Nuclear Research)2026#CCUSDOI
Carbon Capture, Utilization, and Storage (CCUS): Technological Pathways for Decarbonizing the Oil and Gas Industry
Yyldyz Berdimyradova, Gurbanmyrat Gurbanmyradov
This paper evaluates the role of CCUS technologies in mitigating GHG emissions from the fossil fuel sector. It examines technical processes of CO2 capture, transport, injection into depleted reservoirs or saline aquifers, the economic viabi…
🌍 Global📚 Peer-reviewed · JournalACS electrochemistry.2026#CCUSDOI
Exploring Improved Supercapacitor Electrodes for Electrochemical Carbon Dioxide Capture
Zhen Xu, Angus Pedersen, Shunsuke Shimizu +5
This study develops a new porous carbon electrode for electrochemical CO2 capture. Combining micro- and mesoporosity, it outperforms commercial benchmarks with faster CO2 adsorption and lower energy consumption, highlighting the importance …
🇨🇳 China📚 Peer-reviewed · JournalEnergy & Fuels2026#CCUSDOI
The Role of Carbon Capture and Storage in Decarbonizing U.S. Data Centers
Hon Chung Lau, Steve Tsai
This paper examines the feasibility and decarbonization potential of carbon capture and storage (CCS) for U.S. data centers. It analyzes energy consumption and emission profiles, evaluating deployment costs and implementation barriers. The …
🌍 Global📚 Peer-reviewed · JournalClean Technologies2026#CCUSDOI
Engineering Carbonic Anhydrase for Enhanced CO2 Capture and Valorization: A Review
Xin Chen, Xiaofeng Ling, Xu Zhen +1
This review summarizes recent advances in engineering carbonic anhydrase (CA) for CO2 capture and utilization. Protein engineering and immobilization enhance thermal stability and reusability, with machine learning emerging as a transformat…
🇺🇸 USA📚 Peer-reviewed · JournalOffshore Technology Conference2026#CCUSDOI
The Critical Role of Monitoring in Offshore Carbon Capture and Storage
Wolfgang Ruf, Stephen Auld
This paper highlights the critical role of Measurement, Monitoring, and Verification (MMV) systems for offshore CCS sites. Using autonomous underwater vehicles (AUVs) and advanced sensors, baseline monitoring over 12 months establishes envi…
🇨🇳 China📚 Peer-reviewed · JournalFuel2026#HydrogenDOI
Study on the low carbon emission reduction mechanism of blast furnace using DRI as burden coupled with hydrogen-rich gas injection
Wang Zeng, Heng Zhou, Shengli Wu +2
This study elucidates the mechanism of low-carbon emission reduction in blast furnaces through hydrogen-rich gas injection and DRI (direct reduced iron) burden. It provides technical insights for decarbonizing the steel industry and optimiz…
CNDatasetHarvard Dataverse2026#Climate FinanceDOI
Replication Data for: Green Digital Finance, Low-Carbon Technological Innovation, and Corporate Green Total Factor Energy Efficiency
Ya Zhang
This dataset provides replication data for an empirical study on the impact of green digital finance on corporate green total factor energy efficiency in China. Using a sample of Chinese A-share listed firms from 2012 to 2023, it measures g…