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🌍 GlobalJournalInformatics2026#AI × ESGDOI
ESG-SASB Label Stability: A Curated Benchmark and Reproducible Pipeline for Reusing Sentence-Level Sustainability Disclosure Labels
Yufei Li, Tianhao Chen, Wei Ke +1
This paper presents a reproducible benchmark for reusing sentence-level ESG labels from the SASB-Aligned ESG Sentences corpus. It evaluates label stability through supervised classifiers, GPT-4o, and Claude annotation, finding that coarser …
Peer-reviewed🇺🇸 USAJournalSustainability2026#AI × ESGDOI
LLM-Assisted and Rule-Based Assessment of ESG Disclosure Quality and Its Association with External ESG Ratings: Exploratory Evidence from S&P 500 Energy Firms
H. Jung, Shaopeng Che, Haein Lee
This study constructs ESG disclosure quality indicators using LLM-assisted content analysis of sustainability reports from S&P 500 Energy firms. It finds limited positive associations between individual indicators and S&P Global ESG Scores,…
Peer-reviewedJournalInternational Journal of Science and Environment (IJSE)2026#Energy TransitionDOI
Carbon Policy Effectiveness in Indonesia's Electricity Generation Subsector
Tasya Dwi, Farlian Putri, A. D. Syafei
This study uses system dynamics to model carbon policy effectiveness in Indonesia's electricity sector. Results show that medium-term 2030 targets are achievable, but the 2060 net-zero scenario still has residual emissions, requiring strong…
🇪🇺 EuropeConference2026 22nd International Conference on the European Energy Market (EEM)2026#CCUSDOI
Carbon Dioxide Removal Options for Energy Transitions: BECCS versus DACCS in Germany
Danial Esmaeili Aliabadi, Sandra Gutjahr, Mohammad Sadr +2
This study integrates DACCS into a stochastic energy system model for Germany to compare it with BECCS for achieving net-zero emissions. Preliminary results show DACCS can be cost-optimal under conditions of excess renewable electricity, hi…
Conference2026 22nd International Conference on the European Energy Market (EEM)2026#Energy TransitionDOI
Evaluating UK Energy Transition Pathways Using a Closed-Loop Framework for Heterogeneous AgentBased Investors
Xuan Wu, Jack Gower, Solomon F. Brown
This paper presents a closed-loop framework combining an agent-based market simulator with heterogeneous investors for the UK electricity market. It finds that mid-CAPEX leads to higher total capacity than low-CAPEX by 2050, and that high s…
Peer-reviewedJournalInternational Journal of Creative and Open Research in Engineering and Management2026#Energy TransitionDOI
Pathways to Energy Independence in India through Fossil Fuel Substitution: A Techno-Economic, Environmental, and Policy Assessment
Santosh Kumar Behera Santosh Kumar Behera, Sibani Sahu Sibani Sahu, Madhab Chandra Jena Madhab Chandra Jena
This review examines pathways for India to reduce fossil fuel dependence, including renewables, green hydrogen, biofuels, transport electrification, energy efficiency, and policy interventions. It concludes that a diversified portfolio supp…
Peer-reviewedJournalFuturity of Social Sciences2026#PolicyDOI
A New Perspective on Combating Climate Change: The Right to Decarbonisation as a Fundamental Human Right
K. Adilkhanov
This study explores the potential to conceptualize the right to decarbonisation as an emerging human right under international climate and human rights law. Using qualitative legal research, it analyzes UNFCCC, Kyoto Protocol, Paris Agreeme…
Peer-reviewedJournalE3S Web of Conferences2026#AI × ESGDOI
Construction of a Feature Dictionary and Optimization of an Artificial Neural Network for ESG Information Classification: A Case Study in Vietnam
Anh Nguyen-Ngoc-Lan, Anh Bui-Tuyet, Nhu Hung Duong +1
This study develops an Artificial Neural Network combined with NLP to classify Vietnamese corporate news into Environmental, Social, and Governance pillars. Using TF-IDF and grid search, the Environmental model achieves 90.48% accuracy and …
🇪🇺 EuropeConference2026 22nd International Conference on the European Energy Market (EEM)2026#Energy TransitionDOI
Modelling the Nordic power system expansion with PyPSA-Eur: a comparison with the Nordic Grid Development Perspective 2025
L. R. Gorjão, H. Nygård
This paper compares the Nordic Grid Development Perspective 2025 (NGDP) with a least-cost transition pathway for the Nordic power system using PyPSA-Eur under a net-zero CO2 constraint. While wind and solar expansion patterns are similar, h…
CESifo working papers2026#Carbon PricingDOI
Technological Lock-in Due to Environmental Taxation
Mireille Chiroleu‐Assouline, Xavier Koch
This paper theoretically analyzes how committed emission taxes affect the adoption of cleaner technologies under uncertainty. It shows that fixed carbon prices can lock firms into inferior technologies, especially when the regulator misesti…
🇪🇺 EuropeConference2026 22nd International Conference on the European Energy Market (EEM)2026#Energy TransitionDOI
Is flexibility just a form of energy?
E. Corsetti, Italy C. Vannucchi, S. Rao
This paper quantifies regulatory barriers facing multi-energy systems in Italian flexibility markets, showing that reforms such as lowering minimum bid sizes and allowing asymmetric flexibility achieve around 20% cost savings. Yearly analys…
Peer-reviewedJournalMalete Journal of Accounting and Finance2026#Renewable EnergyDOI
DOES RENEWABLE ENERGY AND EXPORT INFLUENCE ECONOMIC GROWTH IN NIGERIA?
A. Adekunle
Using ARDL on 1990-2023 data, this study finds a negative relationship between renewable energy and economic growth in Nigeria. It suggests that shifting exports toward greener products could reduce emissions, but highlights regulatory and …
Conference2026 IEEE 3rd International Conference on Electrical Power Systems and Intelligent Control (EPSIC)2026#Energy TransitionDOI
Considering Spatiotemporal Mutual Support in Island Microgrid Cluster Shared Electricity-Ammonia Energy Storage Double-Layer Optimal Scheduling
Zhensong Zeng, Ye Yao, Dingfei Que +1
This paper proposes a shared electricity-ammonia energy storage operation mode for island microgrid clusters to address spatiotemporal energy mismatches. A bi-level optimal scheduling model is constructed where the upper-level storage opera…
🌍 GlobalConference2026 IEEE 3rd International Conference on Electrical Power Systems and Intelligent Control (EPSIC)2026#HydrogenDOI
Safe Deep Reinforcement Learning for Hydrogen-Blended Integrated Electricity-Gas Systems with Wind Power and Stochastic EV Load
Lixin Tan, Xian Zhang, Yidian Zhu +2
This study develops a safe deep reinforcement learning (DRL) scheme for online operational decision-making in hydrogen-blended integrated electricity-gas systems with wind power and stochastic EV loads. The problem is formulated as a constr…
Peer-reviewed🇪🇺 EuropeJournalEuropean Journal of Accounting, Auditing and Finance Research2026#Climate FinanceDOI
Climate Risk and Capital Flows in Eastern European Emerging Markets: How Physical and Transition Risks Reshape Foreign Direct Investment Portfolios
Edvin Stefani
This paper examines how climate-related risks—physical (extreme weather) and transition (EU ETS, CBAM)—affect Foreign Direct Investment (FDI) in Eastern European Emerging Markets (EEEMs). Focusing on Poland, Romania, Czech Republic, and Hun…
Peer-reviewedJournalAgora International Journal of Economical Sciences2026#Carbon PricingDOI
THE EU CARBON BORDER ADJUSTMENT MECHANISM (CBAM) AND ALGERIA’S HYDROCARBON EXPORTS: LEGAL FRAMEWORK AND ECONOMIC ADAPTATION STRATEGIES
H. Almi, Aboubaker Khoualed
This paper analyzes the impact of the EU's Carbon Border Adjustment Mechanism (CBAM) on Algeria's hydrocarbon exports. It examines the legal framework and WTO compliance, finding the economic impact limited to about 0.2% of GDP, but concent…
Peer-reviewed🌍 GlobalJournalInternational Journal of Energy Research2026#Energy TransitionDOI
Techno‐Economic and Environmental Assessment of Grid‐Connected Solar Photovoltaic Systems Across Five Climate Zones in Turkey
D. Akbar
This study assesses grid-connected solar PV across five Turkish climate zones. Annual AC energy yields ranged 46.9–885.9 MWh, PR 0.799–0.860. Carbon credit analysis shows a 4.4 percentage point IRR improvement under EU ETS pricing (€69.16/t…
Peer-reviewedJournalScience Advances2026#CCUSDOI
CO2-assisted dehydrogenation-hydroformylation cascade enables syngas self-sufficiency and carbon-efficient propane upgrading
Kaige Tian, Pengyu Xiang, Xianhui Wang +7
This paper proposes a CO2-assisted oxidative dehydrogenation-hydroformylation (CO2-ODH-HF) cascade for propane upgrading. By replacing conventional propane dehydrogenation with a CO2-ODH reactor, the system becomes syngas self-sufficient, e…
Peer-reviewedCNJournalSystems2026#AI × ESGDOI
IQTN: An Interpretable Quantile Temporal Network for Systems-Oriented Tail-Risk Forecasting and Early Warning in Carbon Allowance Market
Tianli Huang, Grace T. R. Lin
Proposes an Interpretable Quantile Temporal Network (IQTN) for the Chinese carbon allowance (CEA) market, integrating feature gating, causal temporal convolution, and non-crossing quantile layers to forecast multi-horizon VaR and CVaR. Achi…
Peer-reviewedCNJournalEconomics2026#Carbon PricingDOI
From Trade Adjustment to Industrial Energy Efficiency Transformation: A Simulation of Policy Portfolios for China in Response to the EU Carbon Border Adjustment Mechanism
Huanrui Ma, Sheng Wang
As the EU's Carbon Border Adjustment Mechanism (CBAM) fully takes effect in 2026, China faces rising export costs and industrial competitiveness challenges. This study uses a CGE model and structural decomposition analysis to simulate a por…