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-reviewedCNJournalIET Generation, Transmission & Distribution2026#Energy TransitionDOI
An Economic Dispatching Optimization Method for Multi‐Microgrid System Considering Electricity‐CET‐TGC Market Mechanism Based on Modified State‐Based Potential Game
Sibo Wang, Yiheng Bian, Gengfeng Li +1
This paper proposes a dual-layer optimization model for economic dispatch of multi-microgrid systems under coupled electricity-CET-TGC markets. Using a modified state-based potential game, it increases social welfare by 23.15% and reduces r…
Peer-reviewed🌍 GlobalJournalSustainability2026#Energy TransitionDOI
Dynamic Total Cost of Ownership Assessment of Methanol Dual-Fuel Container Ships in the Ningbo–Zhoushan–Valencia Green Shipping Corridor
Kun Bo, Linlin Cai, Dong Zhang
This study develops a dynamic TCO model for a 15,000 TEU methanol dual-fuel container ship on the Ningbo-Zhoushan-Valencia corridor, integrating EU ETS carbon costs and FuelEU Maritime compliance. Under baseline assumptions, the 15-year pre…
Peer-reviewedJournalLogistics2026#Carbon PricingDOI
Sustainable and Resilient Production–Distribution Planning Under Stochastic Demand: A Carbon-Aware MILP Framework with Lost Sales and Rolling Horizon Replanning
Mohammed Machkour, A. El Barkany, Bilal Harras
This study develops a stochastic MILP framework for carbon-aware production-distribution planning in an automotive supply chain. It integrates demand uncertainty, internal carbon pricing, and lost-sales penalties, and evaluates rolling-hori…
Peer-reviewedCNJournalSustainability2026#Energy TransitionDOI
Synergy Between Air Pollution and Carbon Emissions of On-Road Mobile Sources, Evidence from a Typical Southwestern Region in China
Yucai Bai, Beibei Yao, Xiahong Shi +5
This study develops nonlinear prediction models integrating economic and demographic drivers to dynamically assess CO2 and air pollutant emissions from on-road mobile sources in Guangxi, China. Combining environmental tax rates and carbon t…
Peer-reviewedJournalInternational journal of research and innovation in applied science2026#Carbon PricingDOI
Carbon Pricing Policy and Emissions Trading: Policy Implications for Greenhouse Gas Mitigation in Vietnam’s Industrial Sector
Ngo Thi Yen Linh, N. Ngan
This paper reviews literature on carbon taxes, ETS, and CBAM impacts on Vietnam's industrial sector, synthesizing CGE model findings of GDP losses (0.35%-4.57%) versus emission reductions. It proposes six policy implications for Vietnam's 2…
Peer-reviewedJournalEnvironment, Social and Governance Insights2026#ESGDOI
LGBTQ+ Inclusion and ESG Performance in Indian Startups: A Mixed-Method Analysis of Sustainability Outcomes
Kashish Dua, Satyam Ranjan
This mixed-method study examines the relationship between LGBTQ+ inclusion and ESG performance in Indian startups. Quantitative surveys and qualitative interviews reveal that inclusive workplace practices positively affect employee wellbein…
Peer-reviewed🇪🇺 EuropeJournalSustainability2026#Energy TransitionDOI
envair360: Physical Intelligence to Design, Operate, and Demonstrate the Impact of Urban Mobility—A Real-World Experience in Cartagena
Iris Cuevas Martínez, Antonio J. Jara, Jesualdo Tomás Fernández Breis
This paper presents envair360, a Physical Intelligence architecture integrating traffic, meteorological, and chemical models to design, operate, and verify low-emission zones (LEZs). It introduces an evidence-gated methodology with data gov…
Peer-reviewed🌍 GlobalJournalInternational Journal of Academic and Industrial Research Innovations(IJAIRI)2026#Carbon AccountingDOI
Earth-System Digital Twins for Verifiable Gigaton-Scale Carbon Removal through Enhanced Weathering
Murali Krishna Pasupuleti
This paper proposes an Earth-system digital-twin framework for verifiable enhanced weathering carbon removal, integrating process-based geochemistry, agricultural/hydrological modeling, multisource observation, Bayesian data assimilation, a…
Peer-reviewedJournalJournal of Digital Business and Global Economy2026#ESGDOI
Google's Sustainable Business Strategy: Synthesis of the 5Ps Framework, Creating Shared Value, ESG, and SDGs
Fonny Arisandy Jacob, Mohamad Rizan, Muhammad Awaluddin
This paper analyzes Google's sustainable business strategy using five integrated frameworks: Mintzberg's 5Ps, Creating Shared Value, ESG, and SDGs. It highlights large-scale clean energy procurement, supply chain transformation, circular pr…
Peer-reviewedJournalIqtisodiy taraqqiyot va tahlil2026#ESGDOI
YASHIL MAHSULOTLAR SAMARADORLIGINI BAHOLASH VA MONITORING QILISH: KELIB CHIQISHI, TARIXIY EVOLYUTSIYASI VA JORIY AMALIYOTLAR
Gulrux Abdumutalova
This paper comprehensively analyzes the theoretical, historical, and practical aspects of assessing and monitoring green product performance. It systematically examines the evolution from regulatory compliance in the 1970s to modern climate…
Peer-reviewed🇨🇳 ChinaJournalEnergy Conversion and Management X2026#AI × ESGDOI
Simulation-based smart emission reduction and energy security using renewable energy bonds, AI-green bonds, and incentive mechanisms
Bo Zhao, Jafar Hussain, Zhenyu Qiu +2
This study analyzes the impact of adopting Smart Emission Control Systems and Energy Security on CO2 reduction and profitability in a supply chain of 500 manufacturers, agents, and retailers using game theory and simulation-based optimizati…
Peer-reviewed🇨🇳 ChinaJournalScientific Reports2026#AI × ESGDOI
Assessment and pathways of the energy production revolution in the Yellow River Basin, China towards carbon peaking: a machine learning approach
Jian Xu, Jie Song, Yifan Yan +3
This study constructs an energy production revolution index (EIT) for the Yellow River Basin and uses stacking ensemble and Lasso-STIRPAT models to project carbon emissions and EIT from 2025-2045. Scenario analysis reveals optimal pathways …
Peer-reviewed🇨🇳 ChinaJournalJournal of Environmental Management2026#Climate ScienceDOI
Improved half-hourly carbon flux simulation of China's forest ecosystems: An ensemble machine learning approach with limited meteorological data
Chongyang Dong, Yu Wang, Yongshuai She +1
This study proposes an ensemble machine learning approach to simulate half-hourly carbon fluxes in China's forest ecosystems using limited meteorological data. By combining multiple ML models, the method improves estimation accuracy over tr…
Peer-reviewed🇨🇳 ChinaJournalInternational Journal of Advanced Engineering and Technology Research2026#Energy TransitionDOI
Legal Construction of the Indicator System for New Energy Storage in the Power Industry under the 'Dual Carbon' Goals
Yuhan Yang
This paper proposes a legal framework for new energy storage in China's power industry under the 'dual carbon' goals. It constructs an indicator system covering technical standards, market mechanisms, regulatory frameworks, and policy suppo…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#AI × ESGDOI
How Do Pilot Policies for Climate—Adaptive City Development Enhance Urban Green Energy Efficiency?
Chuanchao Li, Yuanhe Du, Shuangyang Zhai
Using data from 284 Chinese cities (2012-2023) and a quasi-natural experiment of climate-resilient city pilots, this study applies double machine learning and spatial lag models to show that climate risk governance significantly enhances ur…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#Energy TransitionDOI
Analysis of the Driving Factors and Decoupling of Carbon Emissions from Energy Consumption in Hainan Province, China
Xiaoning Wang, Yamei Chen, Qiong Chen +4
This study analyzes the driving factors and decoupling of energy-related CO2 emissions in Hainan Province, China, from 2007 to 2022 using LMDI decomposition and the Tapio model. Economic growth and population increase drive emissions, while…
Peer-reviewedJournalSibirskaya finansovaya shkola2026#ESGDOI
Assessing the completeness and reliability of environmental information disclosure in integrated reporting of major public companies
I. Legasova
This study empirically analyzes the completeness and reliability of environmental disclosure in integrated reports of major Russian public companies (Gazpromneft, Tatneft, Transneft, LUKOIL, NOVATEK). Despite international and national stan…
Peer-reviewedJournalAuditor2026#Disclosure InfrastructureDOI
Development of Information Support for Reporting on Sustainable Development of Oil and Gas Companies
E. Voronova, M. Simonova
This paper analyzes information support for sustainability reporting in oil and gas companies, considering international and national regulatory frameworks. It proposes a two-circuit model and identifies improvement areas for Russian compan…
🌍 GlobalJournalResearch Commons (University of Waikato)2026#Disclosure Infrastructure
Corporate reporting quality and corporate sustainability: Evidence from the early adopters of IFRS sustainability reporting framework
Muhammad Mubashir Hussain
This study evaluates corporate reporting quality (CRQ) by integrating financial and sustainability reporting quality for early adopters of IFRS Sustainability Disclosure Standards. Using purpose-built indexes, it quantifies qualitative disc…
Peer-reviewed🇪🇺 EuropeJournalLand2026#Carbon AccountingDOI
Spatial Insights into the Carbon and Environmental Footprint of Mediterranean Wheat: Integrating Life Cycle Assessment and Data Envelopment Analysis for Land-System Climate Resilience
Eleni Adam, Athanasia Mavrommati, Angelos Patakas
This study integrates LCA and DEA to assess the carbon and environmental footprint of rainfed wheat in Northern Greece, using data from 1385 fields. Carbon footprint ranged from 2030 to 3110 kg CO2e/ha, with excess nitrogen fertilization id…
