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.
PreprintZenodo2026#HydrogenDOI
Green Hydrogen as a Replacement of Fossil Fuel
Zaman, Azrak, Dhar, Protik
This paper analyzes the potential of replacing fossil fuels with solar-derived green hydrogen in Bangladesh from technical, economic, environmental, and policy dimensions. It reviews electrolyzer maturity (PEM, alkaline), cost estimates (LC…
PreprintZenodo2026#Energy TransitionDOI
Framework to Endorse Decarbonization and to Achieve Prospects of Net-Zero Carbon Emission in India
Gothwal, Rakesh, Patel, H. B.
This paper proposes a policy framework for India to achieve net-zero emissions by 2070. It examines a comprehensive policy package including green investments, renewable subsidies, and carbon pricing. Model simulations indicate that such me…
🌍 Global📚 Peer-reviewed · JournalDiscover Sustainability2026#Climate FinanceDOI
Quantile analysis of green finance environmental policy stringency and structural change effects on OECD CO2 emissions
Zohra Kahouli, Daghbagi Hamrouni, Radhouane Hasni +1
This paper uses quantile regression to examine the heterogeneous effects of green finance, environmental policy stringency, and structural change on CO2 emissions across OECD countries. Findings reveal varying impacts across emission quanti…
📚 Peer-reviewed · JournalCircular Economy and Sustainability2026#Energy TransitionDOI
Circular Economy Strategies for Solar Photovoltaic Waste Management: Global Practices and Implications for Azerbaijan’s Green Energy Transition
Vusal Gasimli, Gunay Guliyeva, Rashad Baghirov
This paper examines global circular economy strategies for managing solar photovoltaic waste and draws implications for Azerbaijan's green energy transition. It compares policy frameworks and technical approaches, emphasizing the importance…
🇨🇳 China📚 Peer-reviewed · JournalEntropy2026#AI × ESGDOI
A Machine Learning Ensemble Framework for Carbon Price Prediction and Decision Support Under Information Structure Heterogeneity in Regional Carbon Markets in China
Yu Xing, Siyuan Zou, Guohua Liu
This paper proposes a machine learning ensemble framework for carbon price prediction across China's seven regional pilot carbon markets. It integrates price, volume, inter-market, and macroeconomic variables using XGBoost, LightGBM, and Ra…
📚 Peer-reviewed · JournalClean Technologies and Environmental Policy2026#HydrogenDOI
Strategic assessment of socio-environmental conflicts in solar hydrogen production: a case of Antofagasta, Chile
Isidora Abasolo Farfán, Alejandro Fernández Gil, René Garrido Lazo +9
This paper strategically assesses socio-environmental conflicts arising from solar hydrogen production in Antofagasta, Chile. It highlights the importance of harmonizing green hydrogen deployment with local communities and environmental con…
🇨🇳 China📚 Peer-reviewed · JournalLand2026#Energy EfficiencyDOI
The Impact of Urban Morphology on Carbon Emissions Under Urban Renewal: A Critical Review
Leshui Huang, Xie Linxuan, Meng Cai
This review systematically examines the relationship between urban morphology and carbon emissions under urban renewal, drawing on over 100 empirical studies. Key findings include spatial heterogeneity and nonlinearity in the impact, with c…
🇨🇳 China📚 Peer-reviewed · JournalEnvironment Development and Sustainability2026#Energy EfficiencyDOI
Can green transition in development zones improve county-level energy efficiency? A spatial DID approach
Sifan Geng, Xianzhong Mu, Liang Xie +2
This study examines the impact of green transition policies in development zones on county-level energy efficiency using a spatial difference-in-differences approach. It provides empirical evidence on the effectiveness of such policies and …
🇨🇳 China📚 Peer-reviewed · JournalScience2026#Carbon AccountingDOI
Assessing the net climate benefits of improved grazing intensity in global rangelands
Robert S. Powell, Steven J. Davis, David Encarnation +15
Improving grazing intensity in global rangelands can sequester 2.2 GtCO2eq/yr, but maintaining livestock production via supplemental feeding reduces net mitigation by 2-31%, highlighting the need for systems-level assessment.
🌍 Global📚 Peer-reviewed · JournalAcademia Green Energy2026#Energy TransitionDOI
Microbial pathways in waste biorefineries: driving green energy and biochemical production
Omprakash Sarkar
This review examines anaerobic bioprocessing pathways for waste-to-energy, highlighting acidogenic/acetogenic fermentation producing hydrogen and volatile fatty acids, and methanogenesis producing biomethane. It argues for integrating these…
🇨🇳 China📚 Peer-reviewed · JournalSystems2026#PolicyDOI
Accelerator or Not? The Impact of Port Integration Reform on Carbon Emissions with Evidence from Chinese Ports
Yuxin Dai, Jiaxin Suo, Jinpei Li +1
This study evaluates the carbon emission reduction effect of port integration reforms in China using panel data from 55 port cities and a multi-period DID approach. It finds that integration reforms significantly reduce emissions, with hete…
🇨🇳 China📚 Peer-reviewed · JournalEnvironmental Reviews2026#OtherDOI
Unlocking the Dual Potential of Marine Microbes: Synergistic Bio-Cementation for Coastal Resilience and Methane Mitigation for Climate Stability
Sahib Zada, Imran Khan, Sardar Ali +5
This review synthesizes the dual role of marine microbes in coastal stabilization via bio-cementation and methane oxidation for climate mitigation. It highlights synergistic biochemical linkages, molecular markers (ureC, pmoA), and engineer…
🇨🇳 China📚 Peer-reviewed · JournalarXiv (Cornell University)2026#AI × ESG
TriHead-GAN: A Generative Adversarial Network with Triple-Head Discriminator for Carbon Emission Time Series Generation
Zesen Wang, Lijuan Lan, Yonggang Li +1
This paper proposes TriHead-GAN, a Transformer-based GAN with a triple-head discriminator that jointly supervises distributional authenticity, cross-variable dependencies, and temporal smoothness for carbon emission time series generation. …
🇨🇳 China📚 Peer-reviewed · JournalJournal of Cleaner Production2026#AI × ESGDOI
A multi-scale adaptive graph convolution-based carbon price prediction model
Xin-song Ma, Ren-wei Zhang
This study proposes a multi-scale adaptive graph convolution model for carbon price prediction, capturing complex price dynamics in carbon markets using deep learning.
🇨🇳 China📚 Peer-reviewed · JournalApplied Energy2026#Energy TransitionDOI
Tracking southeast Asian's progress and priorities in the energy transition – A regional energy transition index and analysis framework
Yifei Lei, Victor Nian, Sebastian Sewerin +1
This paper proposes a regional energy transition index and analysis framework to track Southeast Asia's progress and priorities in the energy transition. It provides quantitative assessment and policy implications.
CN📚 Peer-reviewed · JournalDiscover Sustainability2026#Carbon PricingDOI
China’s pilot emissions trading system as a stress test for substantive ESG improvement through green technological innovation
Yufei Chen, Sunhee Suk, Chunhui Liu
This paper examines the impact of China's pilot emissions trading system (ETS) on corporate ESG performance, focusing on the mediating role of green technological innovation. Empirical results show that the ETS promotes environmental invest…
📚 Peer-reviewed · JournalScientific Reports2026#Energy TransitionDOI
Decarbonization and green finance as a catalyst for improving energy efficiency: a practical case study in Iran for repowering steam power plants
Abbas Zare Ghaleh Seyyedi, Mohsen Gitizadeh, Mohammad Jahangiri
This paper presents a practical case study in Iran on repowering steam power plants, examining how decarbonization and green finance can catalyze energy efficiency improvements.
📚 Peer-reviewed · JournalInternational Journal of Environmental Research2026#Carbon AccountingDOI
Optimizing Carbon Emissions Prediction from Urban Water Systems: A Socio-technical Perspective
Guohao Li, Xue-yi You
This paper proposes an optimization method for predicting carbon emissions from urban water systems from a socio-technical perspective. It integrates energy consumption and emission factors in water treatment processes to improve prediction…
🇪🇺 Europe📚 Peer-reviewed · JournalSustainability and Climate Change2026#GreenwashingDOI
Climate Litigation and Greenwashing Disputes: Environmental, Social, and Governance Disclosures, European Union Trends, and a Legal Adaptation Framework for Türkiye
Maide Ezgi Düzgün
This paper analyzes the rise of climate litigation and how ESG disclosures serve as evidentiary tools in greenwashing disputes. Using Shell cases in the Netherlands and the UK, it examines judicial limits on duty of care and discusses the l…
📚 Peer-reviewed · JournalBioresources and Bioprocessing2026#Renewable EnergyDOI
Recent advances in biomass deconstruction, microbial conversion, artificial intelligence, and carbon capture for sustainable bioenergy
Vishwajit Kumar, Shikha Mishra, Pratham Joshi +5
This review presents an integrated framework for microbial biofuel production towards sustainable bioenergy. It covers advances in pretreatment, enzymatic hydrolysis, and microbial engineering, and highlights the emerging role of AI and mul…