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🇪🇺 EuropeJournalEuropean Taxation2026#Carbon PricingDOI
Emerging Limits on National Carbon Taxes: Reflections on the Advocate General’s Opinion in Nitrogénművek (C-519/24)
Czoboly G.
This paper analyzes the Advocate General's Opinion in Case C-519/24 (Nitrogénművek), highlighting potential EU legal constraints on national carbon taxes, such as border adjustments and state aid rules. It offers key insights for designing …
Peer-reviewed🌍 GlobalJournalJournal of Islamic Marketing2025#ESGDOI
ESG: a window into financial health and sustainable goals
Acharya G.
This paper discusses how ESG serves as an indicator of corporate financial health and sustainable goals. Though no specific analysis is provided, it highlights the importance of ESG disclosure.
Peer-reviewed🌍 GlobalJournalTransnational Environmental Law2025#Carbon PricingDOI
Can Corporations Fulfil Greenhouse Gas Emissions Reduction Responsibilities by Using Carbon Credits?
Kaupa C.
This paper examines whether corporations can fulfill their greenhouse gas emission reduction responsibilities by using carbon credits. It analyzes the quality issues of credits such as additionality and permanence, and their implications fo…
🌍 GlobalConference2026 International Conference on Artificial Intelligence, Systems, and Emerging Technologies (ICAISET)2026#Climate RiskDOI
Knowledge Graph-Enhanced LLMs for Unified Climate-Aware Risk Management in Banking: The Cognitive Bank Architecture
Rohit Nimmala, Gajendra Babu Thokala, Jagrut Nimmala +1
This paper proposes the Cognitive Bank architecture that integrates knowledge graphs, LLMs, and federated learning to unify climate risk assessment across credit, market, and operational risks. It uses a FIBO-based climate-financial KG, Gra…
Peer-reviewed🌍 GlobalJournal2026 International Conference on Artificial Intelligence, Systems, and Emerging Technologies (ICAISET)2026#Climate FinanceDOI
Deep Learning NER Pipeline for Automated Basel III / IFRS 9 Risk Parameter Extraction from Climate Narratives
Rohit Nimmala, Jagrut Nimmala, Milan Parikh
This paper introduces ClimRiskNER, a deep learning pipeline that automatically extracts Basel III/IFRS 9 credit risk parameters (PD, LGD, EAD) from climate scenario narratives. It combines dual-domain adaptive pre-training (financial and cl…
Peer-reviewed🌍 GlobalJournalCarbon Capture Science & Technology2026#CCUSDOI
Considerations beyond CO₂ reduction: Life-cycle environmental trade-offs of CCUS technologies for decarbonizing cement and concrete
D.K. Panesar, A. Ali
CCUS technologies are critical for decarbonizing cement and concrete, but this life-cycle analysis of eight pathways reveals that while they reduce CO2, they can increase other environmental impacts such as energy use, eutrophication, acidi…
Peer-reviewed🌍 GlobalJournalPower System Technology2026#Renewable EnergyDOI
AI-Driven Solar Radiation Forecasting for Optimizing Energy Yield Across Diverse Geographical Locations
Raed A. Shalwala
This paper discusses the importance of solar energy in climate change mitigation and challenges due to solar irradiance variability. It classifies forecasting methods (physical, statistical, machine learning) and highlights machine learning…
Peer-reviewed🌍 GlobalJournalZenodo (CERN European Organization for Nuclear Research)2026#CCUSDOI
Carbon Eliminated: The EM-Catalytic Syngas Manifold and the End of Industrial CO₂ as a Liability
Wayne Griffiths
This white paper introduces the EM-Catalytic Syngas Manifold (ECSM), which destroys CO₂ molecules and rebuilds them into syngas and methanol, turning emissions into a self-funding compliance asset. It details the plasma dissociation, hydrog…
Preprint🌍 GlobalResearch Square2026#Carbon PricingDOI
Beyond Linear Models: Evaluating Tree-Based, Instance-Based, and Deep Learning Methods for Carbon Market Forecasting
Nadirgil O
This paper presents a comprehensive multi-model benchmarking study for carbon price forecasting, using 28 diverse drivers and comparing deep learning, instance-based, and tree-based models on the same dataset. Coal price is identified as th…
Preprint🇺🇸 USAZenodo2026#Renewable EnergyDOI
Structural Health Monitoring of Offshore Energy Deployments with Robotics and Deep Learning
Khan, Saffeer, Nakka, Sassi, Silknitter, Jacob +1
This paper proposes an innovative Structural Health Monitoring system that integrates an off-the-shelf ROV with deep learning (YOLOv5) to detect defects in offshore renewable energy installations. The system achieves 87% improvement in dete…
Preprint🇺🇸 USAZenodo2026#Renewable EnergyDOI
Design of a Linear Permanent Magnet Generator Based Wave Energy Device
Kersh, Ada, Silknitter, Jacob, Hultberg, Patrick +1
This paper proposes a point-absorber wave energy converter (WEC) with a direct-drive linear permanent magnet generator (LPMG) power take-off (PTO) system. Simulations based on wave data achieve 33 kW rated power per buoy (822.8 V), feeding …
Peer-reviewed🌍 GlobalJournalEnergy2026#EV & TransportDOI
The impact of solid-state batteries in electric vehicles and the energy transition on greenhouse gas emissions of batteries from the life cycle perspective
Jianwen Chu, Huiquan Li, Qiang Li
This paper analyzes the impact of solid-state batteries in electric vehicles and the energy transition on greenhouse gas emissions from a life cycle perspective. Solid-state batteries offer higher energy density and safety but may have high…
Peer-reviewed🌍 GlobalConference2025 25th Conference of the Electric Power Supply Industry Cepsi 20252025#CCUSDOI
Analysis of the Development of the CCUS against the Background of the Low-carbon Transformation of Coal-fired Power Generation
Nan L.
This paper analyzes the development of CCUS technology in the context of low-carbon transformation of coal-fired power generation. It examines technological progress, policy support, and economic viability, highlighting opportunities and ch…
Peer-reviewedCNJournalJournal of Environmental Management2023#Carbon PricingDOI
Emission reductions, industrial competitiveness, and spillover effects under China's regional emission trading systems: Evidence from the iron and steel sector
Quan Y.
This study analyzes the impact of China's regional emissions trading systems (ETS) on the iron and steel sector, examining emission reductions, industrial competitiveness, and spillover effects, providing empirical evidence on policy effect…
Peer-reviewed🇪🇺 EuropeJournalEnergy Policy2006#Carbon PricingDOI
Policy-making under uncertainty: Commentary upon the European Union Emissions Trading Scheme
Haar L.N.
This commentary discusses policy uncertainty in the EU Emissions Trading System (EU ETS), highlighting design challenges and decision-making complexities, and considers future improvements.
Peer-reviewed🌍 GlobalJournalJournal of Cleaner Production2013#Carbon PricingDOI
Emission trading schemes - Avenues for unified accounting practices
Uddin N.
This paper explores avenues for unifying accounting practices across different emission trading schemes (ETS). It focuses on standardizing corporate carbon accounting and disclosure, proposing measures to enhance international consistency.
Peer-reviewed🌍 GlobalConferenceSociety of Petroleum Engineers SPE International Health Safety Environment and Sustainability Conference and Exhibition Hse 20242024#Energy TransitionDOI
Decarbonization Technologies Screening for Enabling Net Zero in Onshore Oil and Gas Operations
Ravishankar K.R.
This paper presents a screening methodology for decarbonization technologies in onshore oil and gas operations to achieve net zero. It evaluates technology effectiveness and costs to prioritize implementation.
Peer-reviewed🌍 GlobalJournalBulletin of Social Studies and Community Development2026#Transition FinanceDOI
Green Central Banking, Sustainable Finance, and Monetary Policy in Emerging Economies: Policy Lessons from a Systematic Review
Muhammad Putra Aprullah, M. Arfan, Yossi Diantimala +3
This systematic review of 85 articles examines how central banks in emerging economies integrate climate risks into monetary policy and sustainable finance. It identifies five patterns: broadening policy focus, integrating physical and tran…
Peer-reviewed🌍 GlobalJournalKarsa: The journal of Social and Islamic Culture2026#GreenwashingDOI
Unraveling Green Extractivism: The Case of Nickel Downstreaming in the Indonesia Morowali Industrial Park
Bintang Corvi Diphda, Reza Triarda
This paper analyzes the nickel downstreaming policy in Indonesia's Morowali Industrial Park (IMIP) through the lens of green extractivism. It shows how climate crisis and energy transition narratives, along with sustainability claims (ESG, …
Peer-reviewed🇨🇳 ChinaJournalNature Ecology & Evolution2026#Renewable EnergyDOI
Comparing potential biodiversity conflicts from renewable energy expansion in China at different centralization levels
Zhijie Zhou, Siyu Sun, Junjie Zhang +2
This paper compares potential biodiversity conflicts from renewable energy expansion in China under different centralization levels (distributed vs. centralized), providing insights for minimizing land-use conflicts.