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.
CN📚 Peer-reviewed · JournalFrontiers in Energy Research2023#Carbon PricingDOI
Inhibition or promotion: the impact of carbon emission trading on market structure: evidence from China
Zhang G.
This paper empirically examines the impact of carbon emission trading (ETS) on market structure in China, focusing on whether ETS inhibits or promotes market concentration and competition. Findings provide evidence on the market-level conse…
🌍 Global📚 Peer-reviewed · JournalEnvironmental Research Letters2016#Carbon PricingDOI
Will international emissions trading help achieve the objectives of the Paris Agreement?
Fujimori S.
This paper analyzes the extent to which international emissions trading can contribute to achieving the objectives of the Paris Agreement. It examines the effectiveness and challenges of market mechanisms, offering policy implications.
🇪🇺 Europe📚 Peer-reviewed · JournalJournal of Open Innovation Technology Market and Complexity2022#Carbon PricingDOI
The EU’s Gain (Loss) from More Emission Trading Flexibility—A CGE Analysis with Parallel Emission Trading Systems
Khabbazan M.M.
This paper uses a CGE model with parallel emission trading systems to evaluate the economic impacts of increased flexibility in the EU ETS. It quantifies the welfare effects on the EU from such flexibility expansion.
🌍 GlobalJournalPolitics and Governance2022#Carbon PricingDOI
Carbon Pricing Under Pressure: Withering Markets?
Gulbrandsen L.H.
This paper analyzes the political and economic pressures on carbon pricing mechanisms and their resulting market fragility. It examines the implications for sustainability and emission reduction effectiveness, suggesting the need for policy…
🇪🇺 Europe📚 Peer-reviewed · JournalEnergy Strategy Reviews2024#Carbon PricingDOI
Small and large friends of the EU's carbon border adjustment mechanism: Which non-EU countries are likely to support it?
Sabyrbekov R.
This paper analyzes which non-EU countries are likely to support the EU's Carbon Border Adjustment Mechanism (CBAM). It likely considers factors such as economic size, emission levels, and trade relationships to predict support.
🇪🇺 Europe📚 Peer-reviewed · JournalFrontiers in Climate2022#Carbon PricingDOI
The European Union's CBAM as a de facto Climate Club: The Governance Challenges
Szulecki K.
The EU's CBAM imposes a carbon price on imports, linking climate policy with trade. This paper analyzes governance challenges of CBAM as a de facto climate club.
🇪🇺 Europe📚 Peer-reviewed · JournalJournal of Cleaner Production2026#Carbon PricingDOI
Corporate responses to the carbon border adjustment mechanism: Impacts, policy interactions, and strategic pathways
Chen Y.T.
This paper analyzes the impacts of the EU's Carbon Border Adjustment Mechanism (CBAM) on corporate strategies, examining policy interactions and strategic pathways. It evaluates how CBAM affects firms' carbon costs and competitiveness, and …
🇪🇺 Europe📚 Peer-reviewed · JournalNature Communications2025#Carbon PricingDOI
Emerging green steel markets surrounding the EU emissions trading system and carbon border adjustment mechanism
Johnson C.
This paper analyzes the impact of the EU Emissions Trading System (ETS) and Carbon Border Adjustment Mechanism (CBAM) on steel markets, exploring the emergence and development potential of green steel markets. It provides insights on how EU…
🇪🇺 Europe📚 Peer-reviewed · JournalChinese Journal of Urban and Environmental Studies2024#Carbon PricingDOI
Does Speculation Matter in the Carbon Pricing Framework? Insights from the EU Emissions Trading System
Isah K.O.
This paper examines whether speculative trading influences carbon price formation in the EU Emissions Trading System (EU ETS). It analyzes how speculation affects price discovery efficiency and market stability, offering policy implications…
🇪🇺 Europe📚 Peer-reviewed · JournalSovremennaya Evropa2023#Carbon PricingDOI
Monetization of Emissions Reductions in the EU in the Context of Carbon Border Adjustment Mechanism
Varnavskii V.G.
This paper examines the monetization of emissions reductions in the EU under the Carbon Border Adjustment Mechanism (CBAM), analyzing carbon credits and financial mechanisms to support decarbonization. It highlights the interplay between CB…
🌍 GlobalReportCarbon Pricing Design Experiences and Issues2015#Carbon PricingDOI
Carbon pricing: Design, experiences and issues
Kreiser L.
This paper reviews carbon pricing designs (carbon taxes and emissions trading systems), synthesizes experiences from early adopters, and discusses key issues such as price levels, competitiveness, and distributional effects. It offers a bal…
CN📚 Peer-reviewed · JournalFrontiers in Energy Research2022#Carbon PricingDOI
Impact of Carbon Tax and Carbon Emission Trading on Wind Power in China: Based on the Evolutionary Game Theory
Sun C.
This paper uses evolutionary game theory to analyze how carbon tax and emissions trading impact wind power adoption in China. It models the strategic interactions among power enterprises under different policy scenarios, providing insights …
🌍 Global📚 Peer-reviewed · JournalEnergies2025#Carbon PricingDOI
Does Carbon Pricing Matter? Evidence from a Global Sample
Al-Abdulqader K.S.
This paper empirically analyzes the impact of carbon pricing policies on emission reductions using a global sample. It statistically tests policy effectiveness and suggests that carbon pricing leads to significant emission reductions.
CN📚 Peer-reviewed · JournalDiscover Sustainability2026#Carbon PricingDOI
A micro level empirical analysis of Chinese steel exporter responses to the expected carbon border adjustment mechanism
Chenbo Xing
This study analyzes how Chinese steel exporters respond to anticipated EU CBAM using product-level data and a difference-in-differences approach. It finds that during the transition period, prices serve as the primary channel for carbon cos…
🌍 Global📚 Peer-reviewed · JournalDiscover Artificial Intelligence2026#Carbon PricingDOI
Intelligent data-driven models for the accurate multi-factor prediction of carbon credit prices
Najlaa Alshatri, Safa Ghannam, Farookh Khadeer Hussain
This study develops multi-factor prediction models for short-term carbon credit price forecasting, integrating 22 external factors. Using random forest and SHAP for key factor identification, and combining ICA with SVR, the best model achie…
🇺🇸 USA📚 Peer-reviewed · JournalProcesses2026#Carbon PricingDOI
Distributed Robust Optimization Scheduling for Integrated Energy Systems Based on Data-Driven and Green Certificate-Carbon Trading Mechanisms
Yinghui Chen, Weiqing Wang, Xiaozhu Li +2
This paper proposes a novel scheduling framework for integrated energy systems that combines data-driven scenario generation with multi-objective distributionally robust optimization. It uses LSTM-AE and K-Means clustering to generate typic…
CN📚 Peer-reviewed · JournalProcesses2026#Carbon PricingDOI
Distributionally Robust Optimization for Integrated Energy System with Tiered Carbon Trading: Synergizing CCUS with Hydrogen Blending Combustion
Mingyao Huang, Meiheriayi Mutailipu, Peng Wang +3
This study presents an integrated energy system (IES) with hydrogen refinement and tiered carbon trading, using distributionally robust optimization with kernel density estimation to handle uncertainties. Results show that combining CCUS wi…
CN📚 Peer-reviewed · JournalApplied and Computational Engineering2026#Carbon PricingDOI
Navigating Dual Carbon Pressures: Impacts of Chinas National ETS and the EU CBAM on the Cement and Aluminum Sectors
Huan Wu
This study examines the dual carbon pressures from China's Emissions Trading System (ETS) and the EU's Carbon Border Adjustment Mechanism (CBAM) on the cement and aluminum sectors. It analyzes impacts on operating costs, competitiveness, an…
🌍 Global📚 Peer-reviewed · JournalRevista Internacional de Métodos Numéricos para Cálculo y Diseño en Ingeniería2026#Carbon PricingDOI
Deep Learning Approaches for Carbon Pricing Mechanism Design in Green Transportation Supply Chains
Z. Gao
This study proposes a hybrid deep learning model integrating LSTM, GCN, and multi-head attention for dynamic carbon pricing optimization in green transportation supply chains. It improves prediction accuracy by 23.7% and cost optimization b…
🌍 Global📚 Peer-reviewed · Journal2026#Carbon PricingDOI
Design Elements for Effective Compliance Markets: Insights From Existing Emissions Trading Schemes
M. Luomi, Sarah Wahbah
This paper analyzes design choices in emissions trading schemes (ETS) using data from 38 operational systems worldwide. It covers key elements such as scope, cap setting, allocation, and price management, offering best-practice insights for…