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.
🌍 Global📚 Peer-reviewed · JournalJournal of Cleaner Production2026#Energy TransitionDOI
Decarbonization pathways of plastics across different industries: An analysis of management strategies and mechanisms based on life cycle assessment and material flow
Chen Zhao, Jiandong Bai, Bowen Li +2
This paper evaluates decarbonization pathways of plastics across different industries using life cycle assessment and material flow analysis. It analyzes management strategies and mechanisms, demonstrating the effectiveness of recycling and…
🌍 Global📚 Peer-reviewed · JournalSustainability2026#Energy TransitionDOI
Sustainable Energy and Climate: Net-Zero Strategies and Rapid Decarbonisation Pathways
Bertug Ozarisoy, Issa Chaer, Haşim Altan
This paper examines strategies and rapid decarbonization pathways for achieving net-zero emissions. It analyzes the challenges of low-carbon transition from technical, policy, and social perspectives, evaluating specific measures and their …
🌍 GlobalDatasetZenodo2026#Energy TransitionDOI
Supplementary Dataset on Urban Mitigation Pathways to Decarbonise Infrastructure: Final Energy Use
KILKIS, Siir
This supplementary dataset supports research on urban mitigation pathways for decarbonizing infrastructure. It provides sectoral final energy use data for 1200 urban areas under a baseline and three alternative scenarios from 2022 to 2050. …
🌍 GlobalPreprintarXiv2026#Energy TransitionDOI
AI Data Centers and Power System Sustainability: Understanding the Sustainability Implications of AI-Driven Data Centers on Power Systems
Yuhao Huang, Novarun Deb, Hamidreza Zareipour
This paper analyzes the sustainability implications of rapidly growing AI data center electricity demand on power systems. It evaluates both short-run operational and long-run planning mechanisms, assessing risks of increased emissions and …
🇪🇺 Europe📚 Peer-reviewed · Journal#Energy Transition
Linking Global Integrated Assessment and Hybrid Input-Output Models To Support Steel Decarbonization Policies in Europe.
(著者不明)
This paper presents a method to link global integrated assessment models with hybrid input-output models to evaluate decarbonization policies for the steel sector. Focusing on Europe, it analyzes the impacts of policy scenarios, aiming to b…
CN📚 Peer-reviewed · JournalEnergy Policy2026#Energy TransitionDOI
Optimized decarbonization pathway coupled with carbon trading mechanism for China's steel industry towards carbon neutrality
Jingchao Sun, Hongming Na, Honggang Pan +7
This paper proposes an optimized decarbonization pathway integrated with a carbon trading mechanism for China's steel industry to achieve carbon neutrality. It models energy transition and technology choices in steel production, analyzing h…
🇨🇳 China📚 Peer-reviewed · JournalJournal of Cleaner Production2026#Energy TransitionDOI
The robot revolution's green footprint: A threshold analysis of industrial robots and carbon emissions
Liu Wan, Zhechong Luo, Xiao Lang
This study analyzes the relationship between industrial robot density and carbon emissions using a threshold model. It finds that robot adoption initially increases emissions but beyond a threshold reduces them due to efficiency gains, offe…
🇪🇺 Europe📚 Peer-reviewed · JournalJournal of Marine Engineering and Technology2026#Energy TransitionDOI
E-methanol conversion and pooling strategies for maritime compliance under EU carbon regulations
Gülmez R.
This paper examines e-methanol conversion and emission pooling strategies for the maritime industry to comply with EU carbon regulations (EU ETS and FuelEU Maritime). It analyzes the trade-offs between implementation cost and regulatory com…
🌍 Global📚 Peer-reviewed · JournalEnvironments2026#Energy TransitionDOI
Integrating Smart Digital Infrastructures for Energy Management and Maintenance in Sustainable Renewable Projects
Gregory Felipe Franco-Miranda, Á. Molina-García, A. Mateo-Aroca
This paper introduces a multi-platform digital solution for optimizing operation and maintenance (O&M) of renewable energy systems. By integrating real-time remote monitoring, sensor networks, and cloud-based data acquisition, real-world va…
🇪🇺 Europe📚 Peer-reviewed · ConferenceSystems and Control Transactions2026#Energy TransitionDOI
Techno-Economic Assessment of Decarbonization Pathways for Methanol and Formaldehyde Production: A Superstructure Optimization Approach
Rafailia Mitraki, Muhammad Salman, Grégoire Léonard
This study uses superstructure optimization to techno-economically assess decarbonization pathways for methanol and formaldehyde production. Pathways include feedstock switching (biomass, biogas, waste), process electrification (Power-to-X)…
🇺🇸 USA📚 Peer-reviewed · ConferenceProceedings of the 13th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation2026#Energy TransitionDOI
City-Scale Decarbonization of Residential Heating under Transformer Constraints
Fabian Mkocheko, Walid A. Hanafy, Adam Lechowicz +2
This paper examines city-scale decarbonization of residential heating under transformer capacity constraints. It analyzes how grid limitations affect the adoption of heat pumps and other low-carbon technologies, proposing feasible pathways …
🇺🇸 USA📚 Peer-reviewed · JournalRenewable and Sustainable Energy Reviews2026#Energy TransitionDOI
Modeling Net-Zero: A comparative analysis of deep decarbonization studies of the US electric system
Shavel I.
This paper provides a comparative analysis of multiple deep decarbonization studies of the US electric system. It examines differences in assumptions, methodologies, and results across models, offering insights for policymakers and future r…
🌍 Global📚 Peer-reviewed · JournalSustainable Energy Technologies and Assessments2026#Energy TransitionDOI
Chemical-autothermal gas-based direct reduction for low-carbon ironmaking via reducing-gas composition regulation
Xinyang Song, Wei Han, ZePeng Han +1
This paper proposes a chemical-autothermal gas-based direct reduction method for low-carbon ironmaking, aiming to reduce CO2 emissions by regulating the composition of the reducing gas. Without an abstract, details are unclear, but it likel…
🌍 GlobalPreprintZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
The Hydrocarbon Infrastructure Transition Framework: A Pathway for Existing Energy Companies to Convert Pipeline, Well, and Storage Networks into Clean Energy Systems Without Abandoning Assets or Workforce
John Carter
This framework proposes a systematic, asset-preserving transition for hydrocarbon companies to convert existing pipelines, wells, and storage facilities into clean energy networks via four parallel tracks: geothermal conversion, hydrogen/bi…
🌍 GlobalPreprintResearch Square2026#Energy TransitionDOI
Global warming intensifies compound renewable energy droughts
Aminimehr A, Hellinckx P, Tabari H
This study evaluates compound renewable energy droughts (simultaneous low wind and solar output) under 1.5°C, 2.0°C, and 3.0°C global warming levels using CMIP6 models. Drought intensity, duration, and frequency increase with warming, with …
🌍 Global📚 Peer-reviewed · JournalInternational Journal of Innovative Science and Research Technology2026#Energy TransitionDOI
The Macroeconomic Impact of Decarbonizing Industrial Heat vs. Electrical Grids: A Comparative Analysis of Capital Investment, GDP Growth, and Long-Term Economic Returns
Aanu Loveday Solomon
This paper presents a comparative macroeconomic analysis of decarbonizing industrial heat versus electrical grids. Grid decarbonization requires massive upfront capital but yields predictable long-term returns due to falling LCOE. Industria…
🌍 Global2026 8th Asia Energy and Electrical Engineering Symposium (AEEES)2026#Energy TransitionDOI
Configuration and Economic Analysis of Industrial and Commercial Energy Storage from The Perspective of Full Life Cycle
Yunwei Guo, Yuechen Chen, Jun Ren +2
This paper systematically analyzes the development status, practical cases, policy framework, and technical bottlenecks of industrial and commercial energy storage systems, focusing on optimal configuration strategies, economic evaluation m…
🌍 Global📚 Peer-reviewed · JournalEnergy2026#Energy TransitionDOI
A bottom-up model for assessing the transition of chemical industry parks towards carbon neutrality
Maximilian Kerschbaum, H. Spliethoff, Sebastian Fendt
This paper proposes a bottom-up model to assess the transition of chemical industry parks towards carbon neutrality. The model evaluates energy consumption, emission reduction options, and cost-effectiveness within a park, identifying optim…
🌍 Global📚 Peer-reviewed · JournalSeatific Journal2026#Energy TransitionDOI
Decarbonization of the Maritime Industry and Suggested Training of Seafarer Officers
Malusa Alana de Assumpção, Ove Tobias Gudmestad, Freerk Meyer
This paper reviews IMO GHG regulations and technological solutions for shipping decarbonization, including energy efficiency, zero-emission fuels, and onboard carbon capture. It proposes training scopes for seafarer officers to safely opera…
🌍 Global📚 Peer-reviewed · Conference2026 5th International Conference on Smart Grid and Green Energy Icsgge 20262026#Energy TransitionDOI
A Multi-Timescale, Integrated Electricity-Hydrogen-Carbon Synergistic Optimization Study for Low-Carbon Power Systems
Wu J.
This paper proposes a multi-timescale integrated optimization approach combining electricity, hydrogen, and carbon management for low-carbon power systems. It balances supply-demand, cost, and emission reduction across short-, medium-, and …