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.
🇨🇳 ChinaDatasetZenodo (CERN European Organization for Nuclear Research)2026#AI × ESGDOI
A source-aware machine learning benchmark and life-cycle screening database for low-carbon alkali-activated materials from coal gangue and steel slag
Jicheng Du
This study develops a machine learning benchmark and life-cycle screening database for low-carbon alkali-activated materials from coal gangue and steel slag. It compiles 237 mixture records, benchmarks Random Forest and XGBoost under variou…
Peer-reviewed🇨🇳 ChinaJournalSystems2026#Supply ChainDOI
Navigating Complexity of 3PL-Led Low-Carbon Supply Chains: A Two-Stage Dynamic Coordination Mechanism for Sustainability and Resilience Under Information Asymmetry
Jinde Jiang, Junding Yang, W Liu +3
This paper addresses information asymmetry in 3PL-led low-carbon supply chains using a Stackelberg dynamic game model. It shows centralized coordination improves both carbon reduction and profits under carbon cap policy and consumer low-car…
Peer-reviewed🌍 GlobalJournalSystems2026#AI × ESGDOI
T-Spherical Fuzzy-Valued Neutrosophic MEREC-EDAS Framework for Evaluating Low-Carbon Cooling and Energy Management Technologies for Data Centers
Nhat‐Luong Nhieu, Hoang‐Kha Nguyen
This study develops a T-Spherical Fuzzy-Valued Neutrosophic MEREC-EDAS framework to evaluate low-carbon cooling and energy management technologies for data centers. Based on assessments from 30 experts, nine technologies are ranked against …
Peer-reviewedJournalChemical Engineering Journal2026#Energy TransitionDOI
Metabolic rewiring of nitrogen assimilation by low-cost monosodium glutamate enhances carbon capture and biomass production in Cyanobacterium aponinum PCC10605
Yu-Chen Chou, Priskila A. Diankristanti, I‐Son Ng
This study reports that low-cost monosodium glutamate (MSG) rewires nitrogen metabolism in cyanobacteria, enhancing carbon capture and biomass production. It offers a cost-effective strategy to improve biomass yields for biofuel and bioprod…
Peer-reviewed🇨🇳 ChinaJournalEnergies2026#HydrogenDOI
Multi-Objective Optimization of a Hydrogen-Coupled Integrated Energy System with Cascade Waste-Heat Utilization for Low-Carbon Industrial Parks
Hongyue Deng, Huizhen Wan, Xu Li +4
This study proposes an integrated electricity-heat-gas-hydrogen energy system for carbon anode industrial parks and develops a 24-hour multi-objective scheduling model. By using surplus PV power for hydrogen production and coordinating grad…
Peer-reviewed🇨🇳 ChinaJournalFrontiers in Marine Science2026#AI × ESGDOI
Wind-constrained Pareto multi-objective reinforcement learning for low-carbon vessel traffic organization in port approach channels
Zhengjiao Qi, Yukuan Wang, Jingxian Liu +1
This study applies a wind-constrained Pareto multi-objective reinforcement learning (Pareto MO-PPO) to vessel traffic organization in port approach channels, incorporating wind as both an emission driver and scheduling constraint. In a Caof…
Peer-reviewed🇨🇳 ChinaJournalJournal of Mathematical Finance and Risk Management2026#Transition FinanceDOI
The Impact of the green Finance Reform and Innovation Pilot Zone on the Low-Carbon Transformation of High-Energy-Consuming Enterprises
Shuhan Cao
Using the green finance reform pilot zones as a quasi-natural experiment, this study employs DID on panel data from 814 listed high-energy-consuming firms (2011-2024). While average treatment effects are insignificant, heterogeneity analysi…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#Energy TransitionDOI
Conditional Low-Carbon Effects of China’s Digital Economy: Industrial Upgrading Moderation and Economic Development Thresholds
Bo Zhang, Shengnan Hou, Hongmei Li
Using panel data from 30 Chinese provinces (2011-2023), this study shows that digital economy development significantly reduces carbon emission intensity. Industrial upgrading amplifies this effect, and the reduction strengthens after cross…
Peer-reviewedCNJournalHumanities and Social Sciences Communications2026#PolicyDOI
Low-carbon city pilots and the mental health of older adults: quasi-experimental evidence from China
Rui Zhang, Zheyu Lin, Yiming Su +1
This study evaluates the impact of China's low-carbon city pilot policy on the mental health of older adults using quasi-experimental methods. It reveals unintended benefits of climate policy, suggesting positive social co-benefits.
Peer-reviewedJournalAdvanced Electromagnetics2026#AI × ESGDOI
LSTM-Based Time-Series Forecasting for Green Low-Carbon Data Center Energy Consumption: A Dual-Carbon Data Element Management Perspective
Y. D. Bao, Yiyi Lu, C. Liu +5
This paper proposes an LSTM-based forecasting framework for data center energy consumption, integrated into a dual-carbon data management pipeline. The model, featuring attention pooling and multi-task PUE prediction, reduces RMSE by up to …
Peer-reviewedJournalGlobal NEST Journal2026#Energy EfficiencyDOI
Energy-Efficient Ferroelectric FeFET Architectures: A Sustainable Solution for Low-Carbon ICT Systems
(著者不明)
This study optimizes HfZrO2-based FeFETs via TCAD simulations, achieving steep subthreshold switching and low-voltage operation, potentially reducing dynamic power by up to 75% through supply-voltage scaling. Non-volatile ferroelectric stat…
Peer-reviewed🇨🇳 ChinaJournalApplied Economics2026#PolicyDOI
Low-carbon policy regulation and spatial effects: evidence from China
Yulin Zhu, Minzhi Sun
This study analyzes the spatial treatment effects of China's Low-carbon City pilot policy on PM2.5 concentrations across 277 cities from 2005 to 2023. It finds significant direct effects in high-policy-intensity regions, and significant spa…
Peer-reviewed🌍 GlobalJournalInternational Journal of Novel Research and Development2026#Energy TransitionDOI
Green FDI and Low-Carbon Transition: Does Foreign Investment Drive Renewable Energy Adoption in Emerging Economies?
Sachinkumar N Sarangamath, Priya Guhamagadi
Using panel data from 50 emerging markets (2000-2023), this study finds that FDI inflows significantly increase renewable energy share and per-capita installed capacity while reducing carbon intensity of GDP. The effect is stronger in count…
Peer-reviewedJournalINTERNATIONAL JOURNAL OF ENGINEERING AND MODERN TECHNOLOGY2026#Energy TransitionDOI
Decarbonizing Defense: A Low-Carbon Framework for Naval Base Design
Victor Chima Onwuchekwa
This study proposes a low-carbon design framework for naval bases, using Nigeria's NNS Pathfinder as a case study. It integrates renewable energy (solar PV, wind-assisted ships), sustainable transport (electric taxis, cycling), and low-embo…
Peer-reviewedJournalEnergy Research & Social Science2026#Energy TransitionDOI
Revisiting energy security in the low-carbon transition: Conceptual evolution, regional divergence, and emerging trends
Mengqi Xie, Qichang Ma, Xiang Chen
This paper systematically reviews the evolution of the energy security concept in the context of low-carbon transitions, highlighting regional divergences and emerging research trends. It offers an integrated perspective on energy policy an…
Peer-reviewedJournalJournal of Sustainable Metallurgy2026#Energy TransitionDOI
A Review of Chromium Behavior in Low‑Carbon Steelmaking
Roberta Botinha, Frank N. H. Schrama, Inge Bellemans +2
As the steel industry decarbonizes and increases circularity, scrap use rises, making chromium control in low-carbon steelmaking challenging. This review synthesizes thermodynamics, slag structure, and kinetics to explain chromium distribut…
Peer-reviewedCNJournalDOAJ (DOAJ: Directory of Open Access Journals)2026#Energy Transition
Process Reconfiguration of Industrial Users to Support the Low-carbon Transition of Power Systems
Gengrui Chen, Hui Hongxun, GAO Hongjun +2
This paper reviews how industrial users can support the low-carbon transition of power systems through process reconfiguration. It analyzes flexibility mechanisms in steel, electrolytic aluminum, and cement industries, and proposes a three-…
Peer-reviewedCNJournalAdvanced Electromagnetics2026#Carbon PricingDOI
Long-Term Dispatch Method for Electro-Hydrogen Coupled Microgrids Considering a Tiered Carbon Trading Mechanism
H. Y. Miao, X. D. Yuan, M.H. Wu +3
This paper proposes a medium-to-long-term low-carbon economic dispatch framework for electro-hydrogen coupled microgrids (EHCMs) incorporating a tiered carbon trading mechanism. A spectral joint clustering method reduces dimensionality whil…
Peer-reviewed🇪🇺 EuropeJournalLaws2026#Carbon PricingDOI
Carbon Border Adjustment Mechanism as a Challenge for Global Trade
Peter Kuko, Karin Cakoci
This paper analyzes the EU's Carbon Border Adjustment Mechanism (CBAM) at the intersection of international trade law, customs law, and environmental law, assessing its compatibility with WTO law based on GATT articles and case law. It exam…
Peer-reviewedCNJournalEnergy Economics2026#Carbon PricingDOI
Banking on carbon: modeling intertemporal equilibrium in China's rate-based emissions trading system
Limin Du, Huiying Peng, Zheng Wang
This paper models intertemporal equilibrium in China's rate-based emissions trading system, analyzing how banking mechanisms affect carbon price dynamics. It provides theoretical and empirical insights for policy design.