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.
Peer-reviewed🇨🇳 ChinaJournalEnergy2026#Energy TransitionDOI
Building a net-zero power system under future climate conditions with data-driven forecasting and adequacy assessment
Jinning Lyu, Jinhui Ren, Shu Zhang +1
This study proposes a methodology for building a net-zero power system that accounts for future climate conditions. It combines data-driven forecasting with system adequacy assessment to analyze the impacts of climate change on power supply…
Peer-reviewed🇨🇳 ChinaJournalEngineering Applications of Artificial Intelligence2026#Energy TransitionDOI
Damping-accumulating discrete grey power model and its application in collaborative prediction of energy transition
Xinqing Qiao, Wenping Wang
This paper proposes a damping-accumulating discrete grey power model for collaborative prediction of energy transition. It demonstrates the model's effectiveness and contributes to improving prediction accuracy.
Peer-reviewed🌍 GlobalJournalInternational 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-…
Peer-reviewedCNJournalBusiness 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…
Peer-reviewed🇨🇳 ChinaJournalFrontiers in Environmental Science2026#PolicyDOI
Words vs. wallets: environmental rhetoric–action mismatches and firm carbon intensity in the energy transition
Xinyu Wei, Fubin Xu, Weibing Shi +1
This study examines how divergence between local governments' environmental rhetoric and actual policy actions affects firm-level carbon emission intensity. Using matched city-firm panel data from China (2008-2015) with a two-way fixed effe…
🇪🇺 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-reviewedJournalJournal of Creative Power and Ambition2026#Energy TransitionDOI
Public Investment in Renewable Energy R&D under Geopolitical Risks and Economic Uncertainty: A Systematic Review in the Transportation Subsector
N Heriyah, Putri.Alya, Mesa.Neng
This systematic review examines how public investment in renewable energy R&D interacts with geopolitical risks and economic uncertainty in the transportation subsector. Following PRISMA guidelines, 25 peer-reviewed studies (2010–2025) were…
Peer-reviewedJournalInternational 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…
Peer-reviewedCNJournalFrontiers 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…
Peer-reviewedCNJournalChina & 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…
Peer-reviewedJournalINTERNATIONAL JOURNAL OF SOCIAL SCIENCE AND EDUCATION RESEARCH STUDIES2026#Energy TransitionDOI
Determinants of Policy Effectiveness in Attracting Investment for the Energy Transition in Vietnam
Hà Kiều Oanh
This study examines determinants of policy effectiveness in attracting investment for energy transition projects in Vietnam. Using survey data from 296 stakeholders, it finds that infrastructure and administrative/governance capacity have s…
Peer-reviewed🇪🇺 EuropeJournalBusiness 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-reviewedJournalSustainability2026#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…
Peer-reviewedJournalCureus Journal of Engineering.2026#Energy TransitionDOI
<p>A Critical Review and Proposed Technical Framework for Smart Switching Mechanisms in Renewable Energy Management</p>
Samuel Emediong Akpan, Aniekan Offiong, Simeon Ozuomba +1
This paper critically reviews smart switching mechanisms for solar energy management, proposing a three-layered framework of Control Logic, Communication Architecture, and Optimization Targets. It identifies gaps between AI simulations and …
Peer-reviewedJournalFrontiers in Energy Research2026#Energy TransitionDOI
Energy storage cost analysis and its impact on the electricity market under electricity - carbon market coupling
Yidi Wu, Wei Wang, Ping Chen +6
This study develops a bi-level simulation model to analyze the profitability of energy storage participating in electricity and carbon markets, and its contribution to cost reduction and emission reduction. The upper level optimizes pricing…
Peer-reviewedCNJournalIEEE 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-reviewedJournalInternational 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🇺🇸 USAJournalOpen Access Government2026#Energy TransitionDOI
The CO2 redox flow battery: Bridging energy resilience, decarbonization, and sustainability
Christina C. Gyenge
This paper introduces a novel CO2-based redox flow battery (CRB) technology that addresses the intermittency of renewables, supporting energy transition and industrial decarbonization. It emphasizes a systemic design approach for large-scal…
Peer-reviewedJournalDiscrete 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…
Peer-reviewedCNJournalSustainability2026#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 …