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.
🇪🇺 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…
🇪🇺 EuropeLiberty Street Economics (Federal Reserve Bank of New York)2026#Carbon PricingDOI
What Is a Carbon Tariff and Why Is the EU Imposing One?
Pierre Coster, Julian di Giovanni, Isabelle Méjean
The EU will implement the Carbon Border Adjustment Mechanism (CBAM) by 2026, imposing a carbon tariff on imports to prevent carbon leakage from the EU ETS. This analysis quantifies how the ETS and CBAM affect firms' supply choices, domestic…
📚 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…
CN📚 Peer-reviewed · JournalScientific Reports2026#Carbon PricingDOI
Study on optimization of multimodal transportation path of Jiamusi grain considering cargo loss under low carbon policy
Chenglin Ma, Wenchao Kang, Mengwei Zhou +3
This paper examines the impact of low-carbon policies (carbon tax, emissions trading, carbon offset) and loading modes (bagged, bulk, containerized) on grain multimodal transport routing. Using Jiamusi City, China, a genetic algorithm minim…
📚 Peer-reviewed · JournalAl-Zaytoonah University Journal of Business2026#Carbon PricingDOI
Green Fintech and Carbon Market Integration in Civil Engineering: A Path Toward Sustainable Infrastructure Model
Najed Alrawashdeh, Salam Al Kasassbeh
This paper proposes an integrated model of green fintech and carbon markets for sustainable civil infrastructure. It examines how green bonds, fintech penetration, ESG indices, and carbon credit trading can drive low-carbon development. A q…
CN📚 Peer-reviewed · JournalSustainability2026#Carbon PricingDOI
Research on Carbon Emission Trading Price Predictions with the ICEEMDAN-CNN-LSTM Method
Jiancheng Wang, P. Guo, Peng Hao +1
This paper proposes a hybrid ICEEMDAN-CNN-LSTM model for carbon emission trading price prediction. Using data from Hubei carbon market, the model outperforms LSTM and CNN-LSTM benchmarks with MAE reduction of 59.1%. The decomposition-extrac…
CN📚 Peer-reviewed · JournalInternational Journal of Energy Research2026#Carbon PricingDOI
Spillover Effects of International Crude Oil, China’s Carbon Trading, and New Energy Market Prices From a Time–Frequency Perspective
Yulin Li, Yongwen Liu, Yue Li
Using quantile regression and TVP-VAR extended to frequency domain, this study analyzes spillover effects among crude oil, China's carbon market, and new energy stocks (March 2018-April 2024). It finds asymmetric spillovers under extreme co…
📚 Peer-reviewed · JournalEnvironmental Research Communications2026#Carbon PricingDOI
Evaluating the Readiness of Emissions Trading System (ETS) Implementation in Malaysia Using the DEMATEL Method
Seng Yee Ow, Jafferi Jamaludin
This study applies the DEMATEL method to assess Malaysia's readiness for implementing an Emissions Trading System (ETS). It identifies strong government support, clear compliance mechanisms, and robust enforcement as critical success factor…
🌍 GlobalPreprintZenodo2026#Carbon PricingDOI
Carbon, Capital, and Concepts: A Review of New Social Science Vocabularies in the Globalisation–Climate Change Debate
Belay Sitotaw Goshu
This review synthesizes new social science concepts that reframe climate change as a problem of globalization, power, and justice. It identifies five thematic clusters: spatial re-imaginings, power/historical inequality, justice beyond dist…
📚 Peer-reviewed · JournalInternational Journal of Innovative Science and Research Technology2026#Carbon PricingDOI
Inventory Model for Two-Storage System with Learning Effects and Carbon Emissions Under Preservation Technology
Pushpendra Kumar, Vikash Ranwa
This paper proposes an inventory model for a two-storage system considering learning effects and carbon emissions under preservation technology. It incorporates carbon tax due to emissions from preservation technology and aims to minimize t…
PreprintInternational Journal of Emerging Issues in Islamic Studies2025#Carbon PricingDOI
Carbon Pricing in Islamic Economics: A Normative Analysis of Carbon Tax and Emissions Trading Systems
Asni Mustika Rani, Eva Fauziah, Atih Rohaeti Dariah
This study normatively analyzes carbon pricing instruments under Islamic jurisprudence. It finds emissions trading systems face Shariah concerns due to speculative elements, while carbon tax aligns better with Islamic fiscal ethics when rev…
🌍 GlobalPreprintZenodo2026#Carbon PricingDOI
How Much Does It Cost to Buy All the Governments?
Mike P. Sinn
This paper estimates the maximum cost to achieve any policy change through legal democratic channels at $25 billion for the US and $200 billion globally. It argues that for high net-societal-value policies like carbon pricing, the benefit-c…