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 · JournalSustainability2026#Carbon PricingDOI
Coupling Mechanisms and Policy Effects of the Carbon–Electricity–Energy Ternary Market: A System Dynamics Approach
Zhangrong Pan, Yuexin Wang, Junhong Guo +5
This study develops a system dynamics model for China's carbon, energy use rights, and electricity markets (ternary system). It identifies three key mechanisms: price signal transmission, dual regulatory constraints, and mutual quota recogn…
CN📚 Peer-reviewed · JournalPLoS ONE2026#Carbon PricingDOI
Optimization of wind-solar-gas-storage integrated energy systems under the carbon and green certificate markets
Debin Fang, Heng Zhou, Pengyu Wang +1
This study optimizes wind-solar-gas-storage integrated energy systems under carbon and green certificate markets. Results show that simultaneous implementation of CET and GCT reduces operating costs by up to 50.2% and carbon emissions by 29…
CN📚 Peer-reviewed · JournalEnergy & Environment2026#Carbon PricingDOI
Carbon price–new energy Tango: Causality swings in China
Kaihua Wang, Yu Han, Bao-chang Xu +1
This study employs rolling-window estimation to analyze dynamic causalities between China's carbon emission price (CEP) and new energy industry (NEI). Results show CEP positively affects NEI during external shocks (e.g., COVID-19) but also …
🇪🇺 Europe📚 Peer-reviewed · JournalTransformations In Business & Economics2026#Carbon PricingDOI
Impact of carbon revenue on EU gross domestic product
Joana Žukauskienė, Vytautas Snieška
This study investigates the relationship between carbon tax revenue and GDP in the EU. While existing research focuses on emission reductions or social use of revenues, the impact on GDP remains unclear. This paper reveals the economic cons…
🌍 Global📚 Peer-reviewed · JournalInternational Journal of Energy Economics and Policy2026#Carbon PricingDOI
Carbon Commodity Linkages in Emerging and Mature Markets: Comparative Evidence from Indonesia and the EU ETS
Naufal Firdaus, Atina Husnaqilati
This study compares carbon price linkages with major commodities in Indonesia's nascent IDX Carbon market and the mature EU ETS using correlation analysis, clustering, random matrix theory, and VAR. Results show Indonesia's market is noise-…
CN📚 Peer-reviewed · JournalBusiness Strategy and the Environment2026#Carbon PricingDOI
Strategic Carbon Market Mechanisms and Foreign Investment Dynamics: Business Responses to Climate Policy in China
Xiaoping Yang, Mengfan Zhang, Yilin Ma +2
This study examines whether China's carbon emissions trading policy (CETP) boosts foreign direct investment (FDI). Using panel data for 260 cities and a difference-in-differences approach, it finds that CETP significantly increases FDI infl…
🇪🇺 EuropeLiberty Street Economics (Federal Reserve Bank of New York)2026#Carbon PricingDOI
What Can Undermine a Carbon Tax?
Pierre Coster, Julian di Giovanni, Isabelle Méjean
This post presents evidence that French firms increased imports of high-emission inputs from outside the EU ETS, undermining the carbon tax's effectiveness and causing carbon leakage. The EU plans to implement a carbon tariff in 2026 to add…
📚 Peer-reviewed · JournalInternational Transactions on Electrical Energy Systems2026#Carbon PricingDOI
An Energy–Carbon–Cyber Collaborative Optimization Method for Coordinated Operation of Integrated Energy Systems
Wei Tai, Qi Wang, Yi Tang +1
This paper proposes an Energy–Carbon–Cyber Collaborative Optimization (ECCO) framework for integrated energy systems that balances economic dispatch, carbon emission constraints, and cybersecurity against false data injection attacks. A bil…
CN📚 Peer-reviewed · JournalFrontiers in Business, Economics and Management2026#Carbon PricingDOI
Modeling Carbon Emission Allowance Prices Using Multi-Scale Decomposition and Integrated Deep Learning Approaches
Kai Sun, Xitao Fan
This paper develops a hybrid forecasting model for carbon emission allowance prices using China Carbon Emissions Trading Exchange data from July 2021 to March 2025. It integrates VMD-CEEMDAN decomposition, GARCH-MIDAS, and CNN-BiLSTM-Attent…
CN📚 Peer-reviewed · JournalChina & World Economy2026#Carbon PricingDOI
Designing Effective Provincial Environmental Policies for a Fair Low‐carbon Transition in the Cement Industry
Juan Li, Yibo Li, Mei Sun +1
This study uses a multiregional CGE model and the 3E3S framework to analyze the provincial impacts of carbon taxes and emissions trading in China's cement industry. Policies reduce GDP but improve carbon intensity and CCS adoption, while wi…
🇪🇺 Europe📚 Peer-reviewed · JournalBusiness Strategy and the Environment2026#Carbon PricingDOI
When the Remedy Is Worse Than the Illness: Carbon Performance and Growth Opportunities Under the EU ETS
Adrián Ferreras
This paper examines how EU ETS allowance prices reshape the link between corporate environmental performance (CEP) and growth expectations (Tobin's Q). Using a panel of 1370 listed firms across 15 European countries from 2005 to 2024, it co…
📚 Peer-reviewed · JournalSustainability2026#Carbon PricingDOI
Optimizing Sustainable Electronics Supply Chains Under Carbon Taxation and Fuzzy Demand: A Multi-Goal Programming Approach
Kuang-Yen Chung, Rong-Her Chiu
This study proposes a fuzzy multi-goal optimization model for green supply chain planning under carbon taxation and demand uncertainty. Using a real electronics supply chain case, it demonstrates that carbon taxes and green investments redu…
CN📚 Peer-reviewed · JournalIEEE Transactions on Smart Grid2026#Carbon PricingDOI
Carbon-Centric Hybrid-Game Robust Planning of Multiple Integrated Energy Systems Considering Higher-Order Uncertainty
Xinglei Liu, Jun Liu, Lei Wu +3
This paper proposes a carbon-centric hybrid-game robust planning model for multiple integrated energy systems (IESs) under higher-order uncertainties. It integrates inter-IES Nash bargaining with dynamic carbon trading and intra-IES Stackel…
📚 Peer-reviewed · JournalInternational Journal For Multidisciplinary Research2026#Carbon PricingDOI
Economic Equity, Environmental Preservation, Taxation Policy Preferences, And Public Perceptives In The Net Zero Greenhouse Gas Emissions Transition Process: An Analysis Based On Survey Evidence
Mayan Raika
This study uses a survey of 100 respondents and literature review to examine whether the costs of achieving net zero by 2050 are justified. The public shows reasonable awareness but concerns over short-term costs and social equity. Carbon t…
📚 Peer-reviewed · JournalDiscrete Dynamics in Nature and Society2026#Carbon PricingDOI
Research on Price Competition and Carbon Reduction Technology Cooperation in Blockchain Collaborative Remanufacturing Supply Chain
Liu-wei Zhao, Shuai Jin
This study analyzes price competition and carbon reduction technology cooperation in a blockchain-enabled remanufacturing supply chain using game theory. It reveals that a hybrid non-cooperative-cooperative model balances pricing and carbon…
CN📚 Peer-reviewed · JournalSustainability2026#Carbon PricingDOI
Valuation of New Carbon Asset CCER
Hua Tang, Jiayi Wang, Yue Liu +2
This study develops a multidimensional valuation methodology for China's Certified Emission Reduction (CCER), proposing probabilistic models under the income approach and GBM and LSTM models under the market approach. Systematic comparison …
📚 Peer-reviewed · JournalEngineering Construction and Architectural Management2026#Carbon PricingDOI
Co-opetition strategies of prefabricated building manufacturers and remanufacturers under conditions of emissions cap and trade: a game-theory modeling approach
Wen Jiang, Menglin Liu, Lin Zhang +1
This paper develops a game-theoretic model to analyze production and emission reduction strategies for prefabricated building manufacturers (PBMs) and remanufacturers (PBRs) under emissions cap-and-trade regulations. It introduces cost-shar…
🇪🇺 Europe📚 Peer-reviewed · JournalJournal of Forecasting2026#Carbon PricingDOI
Forecasting European Union Electronic Trading Systems Phase 4 Spot Prices Using Data‐Driven Hybrid Deep Learning Models: Integrating Energy and Market Activity as Controls
Noman Arshed, Shajara Ul‐Durar, Younes Ben Zaied +1
This study proposes a hybrid deep learning framework integrating empirical mode decomposition, BiLSTM, and attention mechanism for forecasting EU ETS carbon spot prices. The model decomposes nonstationary prices into IMFs to capture tempora…
📚 Peer-reviewed · JournalInternational journal of research and innovation in social science2026#Carbon PricingDOI
Financializing Climate Compliance: The Strategic Role of Derivatives in Carbon Portfolio Management Within the Indian Economy
S. Nazeer
This paper analyzes the role of carbon derivatives (futures, options) in managing cost volatility for India's net-zero 2070 goal. It proposes a risk management framework within the PAT and CCTS schemes, arguing that integrating climate comp…
🇪🇺 Europe📚 Peer-reviewed · JournalThe Journal of Prediction Markets2026#Carbon PricingDOI
Price Discovery in Carbon Markets: Evidence from Phase III & IV of EU-ETS
Charu Vadhava, Ashu Khanna
This paper analyzes price discovery in the EU-ETS Phase III & IV using EEX and ECX spot/futures data. Applying VECM and price discovery measures, they find all series contribute significantly, with adjustment speeds comparable to equity mar…