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.
PreprintResearch Square2026#CCUSDOI
A Prior Assessment of CO2-Fracturing in Gas Hydrate Reservoirs for CO2-CH4 Swapping and CO2 Storage
Guo B, Islam MT
This study provides a prior assessment of using CO2 as fracturing fluid to enhance injectivity in gas hydrate reservoirs for CO2-CH4 swapping and CO2 storage. A new analytical model for hydraulic fracture initiation and propagation is devel…
🇪🇺 EuropeDatasetZenodo2026#Carbon PricingDOI
A Modern and Sustainable Rail-Enabled Urban Logistics System and its Economic Evaluation
Kwakye, Ampong Dominic, Švadlenka, Libor, Molkova, Tatiana +1
This study proposes and evaluates an urban logistics system combining rail transport with low-emission last-mile delivery modes (electric vehicles, cargo bikes, crowdshipping). Using operational simulation and break-even analysis, it finds …
CNDatasetZenodo2026#Renewable EnergyDOI
ChinaPV-10m-2024: A Vector Dataset of Utility-Scale and Rooftop PV Plants
Zhang, Bin
This dataset provides a 10-m resolution vector map of utility-scale and rooftop PV plants across China in 2024, extracted from Sentinel-1/2 imagery using a hybrid genetic algorithm and LightGBM classifier with 95.16% accuracy. It includes p…
Peer-reviewed🇨🇳 ChinaJournalEnvironmental Research Letters2026#Climate ScienceDOI
Substantial carbon sequestration potential over the Loess Plateau
Weixiang Cai, Chao Li, Lei Xu +5
This study evaluates carbon sequestration rates (CSR) in Loess Plateau ecosystems from 1980 to 2060 under three climate scenarios by integrating field data and models. It predicts a total increase of 2.62 Pg C in vegetation and soil, with C…
Peer-reviewed🇨🇳 ChinaJournalGeological Journal2026#PolicyDOI
Energy Infrastructure and Geohazard Risk in China's Urban Expansion: A Hybrid <scp>MCDA</scp> Framework Integrating Bayesian Networks for Sustainable Resource Management and Climate Adaptation
Yue Shen, Xingcheng Ge, Wang Yang +2
This study proposes an MCDA framework for prioritizing sustainability criteria in China's urban development, integrating Delphi, Bayesian networks, and BWM. It finds that environmental sustainability and governance are most critical, with c…
Peer-reviewed🇨🇳 ChinaJournalJournal of Forecasting2026#Carbon PricingDOI
Forecasting Carbon Price Trends With Image‐Based Convolutional Neural Networks
Xiaohang Ren, Zihui Sima, Farhad Taghizadeh‐Hesary +1
This paper proposes a CNN model using EUA chart images to predict carbon price trends. It converts price and volume data into pixel images for next-day and n-day cumulative predictions. The model outperforms traditional machine learning mod…
Peer-reviewed🇨🇳 ChinaJournalEnvironmental Science & Technology2026#Carbon PricingDOI
Cost and Potential of Circular Economy Measures for CO <sub>2</sub> Mitigation in the Textile Industry
Jun Ning, Shoujuan Tang, Yuheng Sun +4
This study evaluates the CO2 mitigation potential and abatement costs of circular economy (CE) measures in China's textile industry (2023-2030). The total mitigation potential is 57.70 Mt CO2/year, accounting for 18.79% of 2023 emissions. L…
Peer-reviewed🇨🇳 ChinaJournalJournal of Environmental Management2026#Scope 1/2DOI
Towards carbon-neutral wastewater reclamation: Long-Term performance evolution and greenhouse gas emission analysis in a mega-scale reclaimed water plant
Chaolong Gao, Lanqin Yang, Dawei Yu +4
This study analyzes long-term performance and greenhouse gas emissions from a mega-scale reclaimed water plant in China, evaluating pathways towards carbon-neutral wastewater reclamation. It provides empirical data on emission reduction pot…
Peer-reviewed🇨🇳 ChinaJournalScientific Reports2026#Carbon PricingDOI
Unlocking the financing potential of forest-based carbon assets: a valuation framework for pledge lending under uncertainty in China
Yan Zhang, Jingyu Zhang
This paper develops a valuation framework for forest-based carbon collateral, combining carbon price forecasting from thin CCER trading data with option valuation and a lender-oriented pledge rate equation. Applied to a case in Yunnan, Chin…
Peer-reviewed🇨🇳 ChinaJournalCommunications Earth & Environment2026#Climate ScienceDOI
Global patterns of stabilized soil organic carbon and their potential implications for climate mitigation
Zhaoxin LI, Ziheng Zou, Xiaobo Liu +12
This study maps global stabilized soil organic carbon in the top one meter using machine learning, estimating 1304 Pg C—about half of total soil carbon—concentrated in wetlands and cold regions. It introduces a metric of soil negative carbo…
Peer-reviewedJournalORBi UMONS2026#CCUS
Quantifying Life-Cycle Burden-Shifting Intensity in Global Warming Potential Induced by Post-Combustion Carbon Capture and Storage for Decarbonizing Energy-Intensive Industries
Yao, Yipeng, Duprez, Marie-Eve, De Weireld, Guy
This paper quantifies life-cycle burden-shifting in global warming potential when post-combustion CCS is applied to energy-intensive industries. It shows that while CCS reduces direct emissions, it may increase upstream emissions, highlight…
Peer-reviewedJournalChemical Engineering Science2026#CCUSDOI
From polyethylene terephthalate to high-value schiff base chemicals: repurposing polyethylene terephthalate plastic waste for carbon dioxide capture
Xiaosong Luo, Qibin Li
This study proposes a method to convert PET plastic waste into high-value Schiff base chemicals for CO2 capture, offering a circular economy solution that reduces plastic waste and captures carbon dioxide.
Peer-reviewedJournalJournal of CO2 Utilization2026#CCUSDOI
Factors affecting the carbon capture performance of steel slag and green liquor dregs in direct aqueous carbonation
Eduarda C. Queiroz, Emmanouela Leventaki, Alexandre Cuin +3
This study evaluates CO2 capture performance of steel slag and green liquor dregs via direct aqueous carbonation, analyzing how reaction conditions affect carbonation efficiency. It demonstrates potential of low-cost CCUS using industrial b…
Peer-reviewedJournalInorganic Chemistry Communications2026#CCUSDOI
Unveiling the synergistic effect of CO2 on BH3-NH3 interactions: Simultaneous hydrogen release and carbon capture
Trinh Le Huyen, Van Quang Nguyen, Van Trung Pham +2
This study investigates the synergistic effect of CO2 on BH3-NH3 interactions, enabling simultaneous hydrogen release and carbon capture. It offers a novel chemical pathway for CCUS technologies.
Peer-reviewedJournalComputers & Chemical Engineering2026#CCUSDOI
Active Learning-Driven Process Modeling and Optimization of Crude Oil to Chemicals Coupled with Carbon Capture
Zhibo Zhang, Yani Wang, Mengzhen Zhu +10
This paper proposes an active learning-driven approach for process modeling and optimization of crude oil to chemicals coupled with carbon capture, aiming to improve efficiency and reduce emissions.
PreprintZenodo (CERN European Organization for Nuclear Research)2026#CCUSDOI
Anti-Global Warming Device Utilizing Atmospheric Carbon Capture and Renewable Energy Conversion System
Sardar Dilbag Singh Khalsa
This patent describes a device that captures atmospheric CO2, converts it into useful byproducts (e.g., fuel, building materials), releases purified oxygen, and is powered by solar energy. It is modular and scalable for residential, commerc…
Peer-reviewed🌍 GlobalJournalJournal of Energy Chemistry2026#CCUSDOI
Trends and advances in the development of dual-function materials to integrate carbon capture and conversion by RWGS reaction
Mahdi Asgari, Etienne Mercier, Maria C. Iliuta
This paper reviews trends and advances in dual-function materials that integrate CO2 capture and conversion via the reverse water-gas shift reaction. It summarizes strategies in material design and performance enhancement, and outlines futu…
Peer-reviewedJournalBioresource Technology2026#CCUSDOI
Life cycle greenhouse gas reduction in bioenergy with carbon capture and storage processes for green hydrogen production
Ha Eun Lee, Jester Lih Jie Ling, See Hoon Lee
This study evaluates the life cycle greenhouse gas reduction potential of green hydrogen production using bioenergy with carbon capture and storage (BECCS). It quantifies the net emission reductions and provides insights for decarbonization…
Peer-reviewed🌍 GlobalJournalPeer Beyond Graduate Research Conference2026#HydrogenDOI
<b>Life Cycle Assessment of Hydrogen</b> <b>Production Pathways Across Canada: Evaluating Methane Pyrolysis</b> <b>as a Transitional Low-Carbon </b><b>Solution</b>
Nika Rezaei, Sylvia Sleep
This study conducts a cradle-to-gate LCA of hydrogen production pathways in Canada, comparing methane pyrolysis, electrolysis, and SMR-CCS. Methane pyrolysis produces solid carbon instead of CO2, enabling potential revenue streams, but requ…
Peer-reviewed🌍 GlobalJournalMetals2026#HydrogenDOI
Numerical Modeling of Oxide Scale Formation on Low-Carbon Steel Under Reheating Furnace Conditions Using Hydrogen and Natural Gas Air–Fuel and Oxy-Fuel Mixtures
Mario Herrera‐Ortega, Armin K. Silaen, Nicholas Walla +9
This paper presents a numerical model integrating CFD and oxidation kinetics to predict oxide scale formation on low-carbon steel under hydrogen and natural gas combustion. Validated against experiments, the model achieves ~10% average devi…