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-reviewed🇨🇳 ChinaJournalInformation Technology And Control2026#Carbon PricingDOI
Carbon Market Volatility and Its Response Mechanism Based on CNN-BiLSTM Model and Signal Decomposition
Yang Zhao
A hybrid framework combining improved bald eagle search-optimized VMD decomposition with CNN-BiLSTM and attention mechanisms is proposed to forecast carbon market volatility. Using EU ETS data, it cuts MAE by 71% and RMSE by 70% versus opti…
Peer-reviewed🇨🇳 ChinaJournalNext Energy2026#Carbon PricingDOI
An integrated decomposition—Representation learning framework for multi-scale carbon price forecasting in smart energy systems
Ouyang Mutian, J. Joshua Thomas, Ugo Fiore +3
This study proposes a Decomposition-Representation-Integration (DRI) framework combining CEEMDAN, a causal masked Transformer, and XGBoost to forecast volatile, non-stationary carbon prices. Under a strictly causal walk-forward protocol it …
Peer-reviewedJournalInternational Journal of Climate Change Strategies and Management2026#Carbon PricingDOI
How carbon border adjustment mechanism awareness shapes export strategic responses in Vietnam’s high carbon-emitting industries
Trong Duc Tran, Thuy Hien Thi Nguyen, Ngan Thu Pham +1
Survey of 227 Vietnamese firms in CBAM-exposed, carbon-intensive industries, analysed with PLS-SEM. CBAM awareness links positively to perceived compliance costs, green supply chain management and green innovation; green innovation shows th…
Peer-reviewedJournalVeredas do Direito Direito Ambiental e Desenvolvimento Sustentável2026#Carbon PricingDOI
WHOSE CARBON, WHOSE BENEFIT? PANCASILA SOCIAL JUSTICE AND COMMUNITY BENEFIT-SHARING IN INDONESIA'S FOREST CARBON GOVERNANCE
Silverius Yoseph Soeharso, Muhammad Adnan Lira, Adnan Hamid +1
This article legally scrutinizes Indonesia's emerging forest carbon benefit-sharing rules against a Pancasila and constitutional social-justice standard, operationalized via the Constitutional Court's four 'greatest prosperity' indicators. …
PreprintPreprints.org2026#Carbon PricingDOI
Asymmetric Transmission of Fossil Fuel and CO2 Emission Allowance Price Shocks Across Energy-Intensive and Non-Energy Industries in Central and Eastern Europe: Implications for the Low-Carbon Transition
Grzegorz Przekota, Anna Szczepańska-Przekota, Anna Kowal +1
Using NARDL models and Wald symmetry tests, this study examines how fossil fuel and EU ETS CO2 allowance price shocks transmit asymmetrically to 12 listed firms in Poland, Czechia, and Hungary (2018–2026). Oil refiners track crude oil price…
Peer-reviewed🇨🇳 ChinaJournalEnergies2026#Carbon PricingDOI
Allocation Rules Gate Carbon-Price Thresholds in Park-Level Source–Grid–Load–Storage Systems: Institutional Trade-Offs in Six Chinese Provincial Reform Scenarios
Cong Xu, Xinwei Gao
Using an exact MILP dispatch model of a park-level source–grid–load–storage system across six Chinese provincial reform scenarios, the paper shows emissions respond to carbon prices in thresholds, not linearly. Three institutional gates—all…
Peer-reviewedJournalTOFEDU The Future of Education Journal2026#Carbon PricingDOI
The Role of the Clean Development Mechanism (CDM) in Promoting Green Investment and Technology Transfer in Indonesia
Bonaraja Purba, Restania Oktavia, Nia Adelina Br Sembiring +1
This qualitative literature review examines how the Kyoto Protocol's CDM channels green capital and technology transfer to Indonesia. It finds that monetizing Certified Emission Reductions improves project bankability, with off-grid renewab…
Peer-reviewed🌍 GlobalJournalEnergy Economics2026#Carbon PricingDOI
Policy design and firm-level energy efficiency: Evidence from emissions trading versus command-and-control in Korea
InSeok Park, Donggyu Yi
An empirical study comparing how Korea's emissions trading system versus command-and-control regulation affects firm-level energy efficiency. It examines whether market-based carbon pricing drives stronger efficiency improvements than presc…
CNConference2026 6th International Conference on Energy, Power and Electrical Engineering (EPEE)2026#Carbon PricingDOI
Evolutionary Multi-Agent Coordination in a High-Renewable Provincial Electricity-Carbon Market
Qing-Kai Sun, Lei Yao, Tian Sun +1
A three-population evolutionary game models thermal generators, renewable aggregators and large consumers in a stylized high-renewable Chinese provincial electricity-carbon market. Carbon pricing alone drives thermal cooperation near 1.0 bu…
Peer-reviewedCNJournalIEEE Access2026#Carbon PricingDOI
Optimal Economic-Low-Carbon Dispatch of a Coal Mine Integrated Energy System Considering Associated Energy Utilization and Stepwise Carbon Trading With Refined Power-to-Gas Modeling
Yi Liu, Shang Liu
This paper proposes an optimal dispatch framework for a coal mine integrated energy system (CMIES) that recovers associated resources (CBM, MDW, VAM) and integrates renewables. It combines a refined two-stage power-to-gas process (electroly…
ConferenceIEEE PES Asia-Pacific Power and Energy Engineering Conference2026#Carbon PricingDOI
Low Carbon Optimal Scheduling of Multi-Energy Hub Considering Carbon Price
Divya Sharma, N. Pindoriya
Proposes a multi-period low-carbon optimal scheduling model for a multi-energy hub (electricity, heating, cooling, gas) incorporating a linear carbon pricing scheme. Formulated as mixed-integer nonlinear programming minimizing total operati…
Peer-reviewed🇪🇺 EuropeJournalClimate2026#Carbon PricingDOI
Country-Differentiated Social Cost of Carbon for an Equitable Carbon Pricing Benchmark
Giulio Mela, Andrea Molocchi
Using a 1992–2024 global panel and a two-stage hurdle model, the paper shows GDP per capita and cumulative per capita CO2 emissions correlate with carbon-pricing participation, though less with pricing intensity. It then proposes additive a…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#Carbon PricingDOI
Volatility Risk Spillovers Across China’s Electricity Spot, Carbon and Financial Markets: Implications for Low-Carbon Transition with Evidence from BEKK–GARCH and Nonlinear Granger Causality Tests
Xiang Wu, Weituo Zhu, Zhong Yin
This study analyzes volatility spillovers among Guangdong's electricity spot, carbon allowance, and power-related equity markets using VAR(2)-BEKK-GARCH, news impact surfaces, and nonlinear causality tests. It finds robust unidirectional sp…
Peer-reviewed🇨🇳 ChinaJournalFrontiers in Environmental Economics2026#Carbon PricingDOI
Green finance market development and carbon emissions trading: evidence on corporate environmental responsibility in China
Weiguo Chen, Tianqi Wang, Yufan Chen +1
This paper integrates environmental regulation and financial development theory to examine how carbon emissions trading (CET) and green finance market development (GF) jointly shape corporate environmental responsibility (CER). Using 2010-2…
Peer-reviewedCNJournalEnergy Economics2024#Carbon PricingDOI
Is the carbon emission trading scheme conducive to promoting energy transition? Some empirical evidence from China
Ren Y.S.
An empirical study examining whether China's emissions trading scheme promotes energy transition. It likely quantifies how carbon pricing affects energy-mix shifts and low-carbon investment. Findings offer policy lessons for ETS design.
Peer-reviewedJournalEnergy Policy2021#Carbon PricingDOI
Barriers to internal carbon pricing in German companies
Riedel F.
An empirical study examining the barriers that prevent German companies from adopting internal carbon pricing (ICP). The work likely identifies organizational and institutional obstacles firms face when embedding carbon prices into manageme…
Peer-reviewedJournalSustainability2026#Carbon PricingDOI
Decarbonization of Rolling Mill Units Through Natural Gas Substitution with Biomethane: A Scenario Analysis Under CBAM and the European Union Emissions Trading System
V. Kukhar, Vadym Burko, A. Zagorskis +2
This study models substituting natural gas with biomethane in reheating furnaces of a hot-rolling mill exporting steel to the EU, under CBAM and the EU ETS free-allocation phase-out (2026–2034). The product carries 2.48 t CO2e/t, with rehea…
Peer-reviewedJournalModeling Earth Systems and Environment2026#Carbon PricingDOI
A three-echelon inventory model for growing and perishable products considering carbon tax, preservation investment, and credit payment
Shafa Keysa Rinjani Hananta, Cucuk Nur Rosyidi, Wakhid Ahmad Jauhari
A three-echelon inventory model integrating carbon tax, preservation investment, and credit payment for growing and perishable products. It analyzes how carbon pricing shapes ordering and preservation decisions under deterioration. No abstr…
Peer-reviewed🇨🇳 ChinaJournalFrontiers in Sustainable Food Systems2026#Carbon PricingDOI
Multi-stakeholder evolutionary game and collaborative governance mechanisms for promoting low-carbon agricultural machinery under China's dual-carbon goals
Wu Wen, Hongcheng Duan
A tripartite evolutionary game model (government, machinery firms, large-scale farmers) in Heilongjiang, China, analyzes low-carbon agricultural machinery diffusion. Simulations show that moderate carbon-tax costs on high-carbon producers, …
Peer-reviewed🇨🇳 ChinaJournalEnergies2026#Carbon PricingDOI
Optimization of New Load Connection Points in Distribution Networks Considering Electricity–Carbon Trading and Demand Response
Shuiping Yi, Jianjian Jiang, Yuxue Wang +5
Proposes an optimization method for selecting new load connection points in distribution networks that integrates electricity–carbon trading and demand response. Medium/long-term scenarios are generated probabilistically, and NSGA-II with a…