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.
🌍 Global📚 Peer-reviewed · JournalJournal of Environmental Management2026#Supply ChainDOI
Enabling recycling of critical metals for electric vehicles.
Shanta Dutta, Kang Liu, Mengmeng Wang +6
This review examines policy landscapes, regulatory mechanisms, and technological perspectives on recycling critical metals for EVs. It highlights regional disparities in Extended Producer Responsibility (EPR) policies and challenges due to …
🌍 Global📚 Peer-reviewed · JournalBusiness Strategy and the Environment2026#Renewable EnergyDOI
The Adoption of a Sustainable Circular Economy Business Model for Solar Energy Projects: Linking Circularity Practices and Value Creation Principles
Suleiman Mohammad Al Sabah, Edward G. Ochieng
This study empirically examines the adoption of circular economy business models (CEBM) for solar projects using a survey of 426 global practitioners and structural equation modeling. It redefines circularity as a capability for configuring…
🌍 Global📚 Peer-reviewed · JournalMomentum International Journal of Civil Engineering (MIJCE)2026#Energy TransitionDOI
Green Maritime Corridor Development: Infrastructure Performance andEco-Efficient Design Strategies toward IMO 2050 Decarbonization
Ramadhan Hasri Harahap, M. Anang Jatmiko, A. Nurfajri Irwan +2
This research develops a comprehensive Green Maritime Corridor framework integrating coastal infrastructure planning, alternative fuel bunkering networks, and emission control zones using spatial optimization. Through qualitative analysis w…
CN📚 Peer-reviewed · JournalCarbon Neutrality2026#EV & TransportDOI
Current status and prospects of fuel cell electric vehicle industrialization in China
Sai Luo, Kaihang Zhang, Guangwei Li +4
This paper reviews the current status of fuel cell electric vehicle (FCEV) industrialization in China and discusses future prospects. It outlines policy support, technological progress, and infrastructure development, while identifying chal…
🌍 Global📚 Peer-reviewed · JournalArchives of Current Research International2026#Carbon AccountingDOI
Circular Bioeconomy in Farming: Residue Recycling, Biochar and Organics for Climate Mitigation
Harshvardhan Jagannath Wagh, J. Wagh, Girish Ramrao Uike
This review examines three pillars of circular bioeconomy in farming—residue recycling, biochar systems, and organic amendment management—for climate mitigation. It analyzes emission reductions, carbon sequestration, and MRV approaches, emp…
🇺🇸 USA📚 Peer-reviewed · JournalProcesses2026#Carbon PricingDOI
Distributed Robust Optimization Scheduling for Integrated Energy Systems Based on Data-Driven and Green Certificate-Carbon Trading Mechanisms
Yinghui Chen, Weiqing Wang, Xiaozhu Li +2
This paper proposes a novel scheduling framework for integrated energy systems that combines data-driven scenario generation with multi-objective distributionally robust optimization. It uses LSTM-AE and K-Means clustering to generate typic…
CN📚 Peer-reviewed · JournalProcesses2026#Carbon PricingDOI
Distributionally Robust Optimization for Integrated Energy System with Tiered Carbon Trading: Synergizing CCUS with Hydrogen Blending Combustion
Mingyao Huang, Meiheriayi Mutailipu, Peng Wang +3
This study presents an integrated energy system (IES) with hydrogen refinement and tiered carbon trading, using distributionally robust optimization with kernel density estimation to handle uncertainties. Results show that combining CCUS wi…
🌍 Global📚 Peer-reviewed · JournalSustainability2026#ESGDOI
How ESG Performance and Sustainability Governance Shape SDGs Disclosure and Firm Value: Evidence from OECD Firms
Abdo Aglan Salama, A. Bilal, Shadia Daoud Gamer +3
This study examines how ESG performance and sustainability governance (committees and reporting) affect SDGs disclosure and firm value using panel data of 36,438 firm-year observations from OECD countries from 2017 to 2022. Fixed-effects re…
🌍 Global📚 Peer-reviewed · JournalGolden Ratio of Data in Summary2026#ESGDOI
Beyond Financial Numbers: The Role of Green Accounting, ESG Disclosure, and Digital Transparency in Enhancing Firm Value within the Sustainability Economy
Muhammad Hafis Akbar Nasution, Andreasta Ginting, Emi Uliyanty Br Sidabutar
This qualitative literature review examines how green accounting, ESG disclosure, and digital transparency enhance firm value in the sustainability economy. Findings show that these practices internalize environmental impacts, reduce inform…
CN📚 Peer-reviewed · JournalJournal of Physics: Conference Series2026#CCUSDOI
Study on energy consumption optimization of membrane-based carbon capture process for coal-fired power plant flue gas and its coupling mechanism with Carbon cycle in surrounding terrestrial ecosystems
Qihan Wang, Zhili Wang
This study optimizes membrane-based carbon capture for coal-fired power plants, reducing energy consumption from 3.2 to 2.1 GJ/t CO2 while maintaining >90% capture rate. Using an improved CENTURY model, it shows that geological storage/vege…
🌍 Global📚 Peer-reviewed · JournalEngineering Reports2026#CCUSDOI
Epistemic Uncertainty Analysis and Robust Optimization of a Second‐Generation Solvent‐Based Post‐Combustion Carbon Capture Process
Ilayda Akkor, Shachit S. Iyer, John Dowdle +2
This paper conducts epistemic uncertainty analysis and robust optimization for a second-generation solvent-based post-combustion carbon capture process (PZ/AFS). Sensitivity and Pedigree analyses identify key uncertainties, leading to a 12-…
🌍 Global📚 Peer-reviewed · JournalInternational Journal of Scientific Research in Engineering and Management2026#CCUSDOI
Carbon Capture and Absorption Tower
S. Bhagat, N. Garad, .P.S Jejurkar +2
This paper provides an overview of Carbon Capture and Storage (CCS) principles, including pre/post-combustion and oxy-fuel capture methods, and storage options like depleted reservoirs and saline aquifers. It discusses technological, econom…
🌍 Global📚 Peer-reviewed · JournalInternational Journal of Energy Research2026#CCUSDOI
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Mixture Viscosity Modelling Using Machine Learning: Towards Sustainable Carbon Capture and Energy Efficiency
M. Alwerfali, F. Faraji, Mardin Abdalqadir +1
Accurate viscosity prediction of CO2-N2 mixtures is vital for CCUS processes but costly experiments and inaccurate conventional models hinder rapid decision-making. This study developed and benchmarked nine ML models (GB, XGBoost, LightGBM,…
🌍 Global📚 Peer-reviewed · JournalJournal of Applied Polymer Science2026#CCUSDOI
Carbon Dioxide Capture by Polymers: Thermodynamics, Computer Modeling, Technology, and Applications
H. Yangthong, Phakamat Lim‐arun, Siriwan Jansinak +10
This review comprehensively compares CO2 capture technologies, focusing on polymer-based adsorbents, covering thermodynamics, computer modeling, and applications. It finds adsorption promising for long-term protection against pollutants and…
🌍 Global📚 Peer-reviewed · JournalKuwait Oil & Gas Show2026#CCUSDOI
Harnessing Digital Innovation in CCUS: AI-Driven Solutions for Real-Time Monitoring and Risk Management
P. Saini, U. Biradar, K. Sonawane +4
This paper provides a comprehensive overview of AI-driven digital innovations in CCUS, including real-time monitoring, fiber-optic sensing, and advanced analytics. These technologies enable dynamic alerts, predictive maintenance, and enhanc…
🌍 Global📚 Peer-reviewed · JournalSafety in Extreme Environments2026#CCUSDOI
Safety and reliability improvement in hazardous direct air capture (DAC) plants through failure analysis and prevention: A review
Karan Sotoodeh
This review focuses on failure analysis and prevention methods to improve safety and reliability in hazardous direct air capture (DAC) plants. It covers common failure modes and mitigation strategies, providing insights for safe operation, …
🌍 Global2026#CCUSDOI
8th Post Combustion Capture Conference Summary
Abdul'Aziz Aliyu, Keith Burnard
This conference summary reports on the 8th Post Combustion Capture Conference, covering advances in CCUS, DAC, and BECCS. With 115 oral presentations and 26 posters from 240 delegates across 24 countries, it highlights R&D, operational insi…
🌍 Global📚 Peer-reviewed · JournalInterdisciplinary Materials2026#CCUSDOI
Integrated CO2 Capture and Utilization: Toward Value‐Added Products
Guanchu Lu, Tianhao Li, Qun Li +5
This review categorizes integrated carbon capture and utilization (ICCU) by C1 and C2+ products, linking catalytic strategies to industrial commodities. It evaluates ICCU's potential to overcome high costs and complexity of traditional CCUS…
🌍 Global📚 Peer-reviewed · JournalACS Omega2026#CCUSDOI
Progress, Challenges, and Opportunities in Ionic Liquid–Modified Polymer Membranes for CO2 Separation
Julia Piotrowska, Michael Harasek, Katharina Bica‐Schröder
This review summarizes recent progress in ionic liquid (IL)-modified polymer membranes for CO2 separation, addressing the selectivity-permeability trade-off and plasticization. It covers polymerized ILs, mixed matrix membranes, and hollow f…
🌍 Global📚 Peer-reviewed · JournalEnvironmental Progress & Sustainable Energy2026#HydrogenDOI
Steam reforming of methane and biogas: Thermodynamic and kinetic review for hydrogen production
Ravi Kumar, Anil Kumar
This paper provides a thermodynamic review of steam reforming processes for methane and biogas. It analyzes the effects of CH4 concentration, CO2 concentration, and S/C ratio, showing that increasing S/C ratio enhances CH4 conversion by 70–…