GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 14 contributing 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-reviewed🌍 GlobalJournalUnconventional Resources2026#Energy EfficiencyDOI
Machine learning-embedded energy cost optimization for hybrid flow shop scheduling toward low-carbon industrial energy systems
Latifa Dekhici, Khaled Guerraiche, Aykut Fatih Güven +3
This study proposes a framework integrating machine learning (Random Forest) with metaheuristics for energy-aware hybrid flow shop scheduling. Using real-world steel industry data under Algeria's time-of-use tariff, the model achieves up to…
Peer-reviewed🇨🇳 ChinaJournalFuel2026#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…
Peer-reviewedCNJournalInternational Journal of Global Economics and Management2026#Energy TransitionDOI
Spatio-temporal Patterns and Driving Mechanisms of Coupling Coordination Between Urban Resilience and Low-Carbon Development in the Yellow River Basin
Ying An, Jing Bai, Xi Vincent Wang
This study evaluates the coupling coordination between urban resilience and low-carbon development in the Yellow River Basin from 2006 to 2021. Using entropy-weighted TOPSIS, coupling coordination model, geographic detector, and spatial Dur…
Peer-reviewed🇨🇳 ChinaJournalProcesses2026#Energy TransitionDOI
Research on Multi-Objective Optimal Scheduling of Low-Carbon Park Integrated Energy System Considering Wind-Solar-EV Coupling
Yuhua Zhang, Jianhui Wang, Hua Xue
This paper presents a Park Integrated Energy System (PIES) model with multiple energy storage and V2G components, and proposes an adaptive comprehensive fitness multi-objective particle swarm optimization algorithm. EV scheduling boundaries…
Peer-reviewedJournalAdvanced Engineering Informatics2026#Energy EfficiencyDOI
Large language models-enhanced multi-timescale scheduling optimization in low-carbon industrial parks with multi-modal process memory
Tao Wu, Xinyu Li, Jie Li +3
This paper proposes a scheduling optimization method for low-carbon industrial parks using large language models and multi-modal process memory. It enables multi-timescale scheduling to enhance energy efficiency and support decarbonization.
Peer-reviewed🇨🇳 ChinaJournalGreen Energy and Resources2026#Energy TransitionDOI
Design of Low Carbon Development Path for Urban Power System Based on System Dynamics: A Case Study of Jinan City, China
Yue Xu, Linyu Wu, Q P Wang +5
This paper uses system dynamics to model the urban power system of Jinan, China, identifying four key factors under three regulatory dimensions (industrial structure, energy storage technology, energy consumption intensity). The optimal sce…
Peer-reviewed🇨🇳 ChinaJournalJournal of Renewable and Sustainable Energy2026#Energy TransitionDOI
A Stackelberg–cooperative game-based low-carbon dispatch for multi-regional integrated energy systems with shared energy storage
Jie Yang, Can Wu, Kuisong Li +1
This paper proposes a hybrid game-theoretic dispatch method for multi-regional integrated energy systems with shared energy storage, integrating carbon emission trading and green certificate trading. The hierarchical Stackelberg-cooperative…
Peer-reviewedJournalJournal of Cleaner Production2026#OtherDOI
Low-carbon technology open-sourcing and blockchain technology introduction strategies between competing firms with consumer risk-aversion
Tao Zhou, Zemin Zhang, Zhi-ying Kuang +2
This paper analyzes strategies for open-sourcing low-carbon technology and adopting blockchain among competing firms, incorporating consumer risk aversion. Using game theory, it identifies conditions for optimal technology sharing and block…
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…
Peer-reviewed🇨🇳 ChinaJournalJournal of Power Sources2026#HydrogenDOI
Low-temperature fabrication of proton exchange membrane fuel cell carbon papers with high mechanical strength and high performance
Haipeng Guo, Hailun Zhou, Mingyang Liu +6
This paper presents a low-temperature fabrication method for carbon papers used in proton exchange membrane fuel cells, achieving high mechanical strength and performance. It contributes to improving fuel cell efficiency and reducing costs.
Peer-reviewedJournalInternational Journal of Hydrogen Energy2026#HydrogenDOI
Numerical study of high-H2 operation and gas injection strategies to enhance shaft furnace performance for low-carbon ironmaking
Yang Fei, Mohammad Fazli, Shibo Kuang +5
This numerical study investigates high-H2 operation and gas injection strategies to improve shaft furnace performance for low-carbon ironmaking. It presents technical pathways for decarbonizing the steel industry.
Peer-reviewedCNJournalBuildings2026#Energy TransitionDOI
Synergistic Effects of Multi-Source Solid Waste in Low-Carbon Cementitious Materials: Mechanical Properties, Physical Properties and Microstructures
Yunrui Zhao, Hui Luo, Baojie He
This study develops ternary low-carbon gelling materials from red mud, mineral powder, and soda residue. The optimal sample (MRS16) achieved 51.3 MPa compressive strength (43.7% increase), 43.2% lower drying shrinkage, and 73.9% reduced mas…
Peer-reviewedJournalInternational Journal of Hydrogen Energy2026#HydrogenDOI
Two-stage optimal scheduling of a PEMFC-based combined heat and power system for enhanced economic and low-carbon performance
Jiaqiang Wang, Meiling Yue, Jianwen Meng +1
This paper proposes a two-stage optimal scheduling method for a PEMFC-based combined heat and power system to simultaneously improve economic and low-carbon performance. The first stage performs day-ahead planning, and the second stage adju…
Peer-reviewedCNJournalEnergy Sustainable Development/Energy for sustainable development2026#PolicyDOI
Central-local synergy and thematic evolution of China's green and low-carbon energy policies: A text-mining evidence
Liu Yang, Yuping Wu
This study uses text-mining to analyze the central-local synergy and thematic evolution of China's green and low-carbon energy policies. It reveals how central and local policies interact and how policy themes have evolved over time based o…
Peer-reviewed🇪🇺 EuropeJournalResults in Engineering2026#OtherDOI
Atomic-scale control of stability and mechanical performance in hydrated products during polycondensation process of low-carbon geopolymers
A. Zaoui, W. Sekkal
This study uses reactive molecular dynamics to investigate the atomic-scale mechanisms of stability and mechanical performance in phosphoric-acid-activated geopolymers (PAG). It reveals that aluminum transitions from tetrahedral to octahedr…
Peer-reviewed🇨🇳 ChinaJournalJournal of Sustainable Cement-Based Materials2026#CCUSDOI
A microbial mineralization-based strategy for activating low-carbon recycled concrete powder: mechanical properties and hydration behavior
Wei Deng, Pengfei Liu, Rui Xiong +5
This paper investigates a microbial mineralization strategy to activate low-carbon recycled concrete powder, focusing on its mechanical properties and hydration behavior. It presents a potential low-carbon approach for construction material…
Peer-reviewedCNJournalIngegneria Sismica2026#Energy TransitionDOI
Optimization of environmental benefits and mathematical modeling of photovoltaic-coal hybrid power generation system in low-carbon environment
Ying Liu
This paper proposes an optimization model for environmental benefits of a photovoltaic-coal hybrid power generation system using an improved particle swarm optimization (PSO) algorithm. The hybrid system integrates PV and coal models via sy…
Peer-reviewed🌍 GlobalJournalSystems Microbiology and Biomanufacturing2026#CCUSDOI
Integration of a CO2-fixation pathway and PAN2 truncation in Saccharomyces cerevisiae for low-carbon single-cell protein production
Sujeong Park, Sooah Kim, D J Kim +4
This study integrates a CO2-fixation pathway and PAN2 truncation in Saccharomyces cerevisiae to produce low-carbon single-cell protein, reducing carbon emissions compared to conventional protein production.
Peer-reviewed🇨🇳 ChinaJournalEnergy2026#CCUSDOI
Investigation of carbon sequestration through coupled basalt mineralization and CO2 hydrate formation in low-temperature marine settings
Jiazheng Zhang, Daokui Yang, Yunfei Wang +7
This study proposes a combined approach of basalt mineralization and CO2 hydrate formation for carbon sequestration in low-temperature marine settings. It explores synergistic effects for long-term stable storage, though quantitative findin…
Peer-reviewedJournalInternational Journal of Hydrogen Energy2026#HydrogenDOI
Distributionally robust low-carbon economic dispatch for electric-hydrogen coupled system under high-penetration renewables
Xiang Yang, Xinghua Liu, Zhongbao Wei +3
This paper proposes a distributionally robust low-carbon economic dispatch model for an electric-hydrogen coupled system under high renewable penetration. It optimizes operating costs and carbon emissions while addressing uncertainty in ren…