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.
ConferenceInternational Conference on Industrial Mechatronics and Automation2026#Energy TransitionDOI
Hybrid Mixed-Integer Conic Optimization and Hierarchical Energy Scheduling for Integrated Source–Grid–Load–Storage Planning in Zero-Carbon Industrial Parks
Chenguang Zhu, Zongke Li, Liu Ning +2
This paper proposes an optimization method for energy system planning in zero-carbon industrial parks. It integrates hybrid mixed-integer conic optimization with hierarchical scheduling to jointly plan source, grid, load, and storage, aimin…
🌍 Global📚 Peer-reviewed · JournalJournal of Airport Management2026#Energy TransitionDOI
The challenges of integrating alternative fuels in airport development and how they can be overcome
Julian Klaaßen
This paper explores the challenges and strategies for integrating sustainable aviation fuels (SAF) and liquid hydrogen into airport development. It emphasizes scenario-driven modular master planning to mitigate risks and highlights pilot pr…
🌍 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…
📚 Peer-reviewed · JournalAustralian Energy Producers Journal2026#Energy TransitionDOI
Session 27. Oral Presentation for: Enabling an energy transition: commercial models for integrating renewable energy with gas-powered generation
M. Leersnyder
This paper examines commercial hybrid models integrating renewable energy with gas-fired generation in Australia's NEM under high VRE penetration. It compares financial instruments, tolling agreements, partnerships, acquisition/lease, and b…
📚 Peer-reviewed · JournalAustralian Energy Producers Journal2026#Energy TransitionDOI
Session 12. Oral Presentation for: First steps for an Australian fugitive methane emissions testing centre
Bruce W. E. Norris
This presentation reports initial findings for an Australian testing centre aimed at quantifying methane intensity from LNG supply chains. It compares the performance of quantitative optical gas imaging cameras and high-flow samplers agains…
📚 Peer-reviewed · JournalFuel2026#Energy TransitionDOI
Emissions from In-Use Heavy-Duty Diesel, natural Gas, and Diesel-Hybrid electric vehicles – Part 2. Particles, greenhouse gases (GHG), and gaseous toxic emissions
Zisimos Toumasatos, Hanwei Zhu, Tianbo Tang +4
This paper presents real-world emissions measurements from heavy-duty vehicles (diesel, natural gas, diesel-hybrid electric), comparing particulate matter, GHGs, and toxic gases. Results show hybrid vehicles reduce NOx effectively but have …
📚 Peer-reviewed · JournalPhyschem2021#Energy TransitionDOI
Net Zero and Catalysis: How Neutrons Can Help
Parker S.F.
This paper discusses how neutron scattering and related techniques can advance catalysis for net-zero emissions, with applications in hydrogen production, carbon capture, and efficient chemical processes.
📚 Peer-reviewed · JournalSustainability Switzerland2026#Energy TransitionDOI
Evaluating the Greenhouse Gas Fuel Intensity of Marine Fuels Under the Maritime Net-Zero Framework
Bayraktar M.
This study evaluates the greenhouse gas fuel intensity of marine fuels under the maritime net-zero framework. It compares lifecycle GHG emissions of various alternative fuels, providing benchmarks for regulatory compliance.
🇪🇺 Europe📚 Peer-reviewed · JournalSustainable Energy Technologies and Assessments2026#Energy TransitionDOI
IDNES: A CEA project dedicated to nuclear reactor uses for decarbonization, beyond pure electricity generation
Jérôme Cardolaccia, Nicolas Alpy, Philippe Amphoux +12
This paper introduces the IDNES project by the French Alternative Energies and Atomic Energy Commission (CEA), which explores nuclear reactor applications beyond electricity generation, such as industrial heat and hydrogen production, to su…
🇨🇳 China📚 Peer-reviewed · JournalChinese Journal of Chemical Engineering2026#Energy TransitionDOI
Evaluating coal-based methanol production integrated with green hydrogen: Regional insights from China’s energy transition
Xiong Wei, Xiangyang Ma, Binghui Chen +1
This paper evaluates the integration of green hydrogen into coal-based methanol production across Chinese regions, assessing emissions reduction potential and policy implications for the energy transition.
CN📚 Peer-reviewed · JournalSustainable Energy Grids and Networks2026#Energy TransitionDOI
Bilevel low-carbon operation of park-level integrated energy systems incorporating heterogeneous user preferences
Songli Fan, Guodong Xu, Zhengtian Wu +4
This paper proposes a bilevel optimization model for low-carbon operation of park-level integrated energy systems, incorporating heterogeneous user preferences. It aims to balance user satisfaction and carbon reduction goals in energy syste…
🇺🇸 USA📚 Peer-reviewed · JournalEPiC series in built environment2026#Energy TransitionDOI
Data Centers in Indiana and the Midwest: Assessment of Power and Water Demand in the AI Era
Sherif Attallah, Jennifer Warrner
This study assesses the power and water demand of hyperscale data centers in the US Midwest, focusing on Indiana. It finds that a single campus can add tens of TWh of electricity demand, with water impacts heavily dependent on cooling techn…
🇪🇺 Europe📚 Peer-reviewed · JournalEnvironmental Sustainability2026#Energy TransitionDOI
Sustainable energy storage solutions using nanomaterials: bridging the gap between policy and technology in Italy
Hamid Safarzadeh, Francesco Di Maria
This study examines nanomaterial-based energy storage to accelerate Italy's renewable transition. Graphene and solid-state batteries offer high performance, but face cost and policy hurdles. AI-driven design and circular economy models pres…
📚 Peer-reviewed · JournalInsight Turkey2026#Energy TransitionDOI
Book Review: Critical Minerals, Sustainability, and the Energy Transition in the Global South: A Justice Perspective
Rəşad Fərzəliyev
This book review discusses a book on critical minerals and energy transition, analyzing sustainability and justice perspectives in the Global South.
🌍 Global📚 Peer-reviewed · JournalCLEAN - Soil Air Water2026#Energy TransitionDOI
Transforming India's Coal Landscapes: Renewable Energy Opportunities and Just‐Transition Strategies for Achieving SDG 7
Kushal Roy, Dibyendu Saha, Md Nazir +1
This study provides a systematic review of India's coal regions, evaluating opportunities such as solar on reclaimed mine lands (27.11 GW), pumped hydro (~183 GW), biomass co-firing, and mine methane recovery (54%). It identifies institutio…
CN📚 Peer-reviewed · JournalFigshare2026#Energy TransitionDOI
Does China’s 2035 NDC reshape natural gas demand pathways?
Bohan Zhu, Songkai Wu, Jianliang Wang +1
This study uses an integrated LEAP-MESSAGE framework to assess China's natural gas demand under strengthened NDC targets. Results show that coordinated supply-demand adjustments can reduce peak natural gas demand by ~23% and accelerate the …
CN📚 Peer-reviewed · JournalEnergies2026#Energy TransitionDOI
Research on the Peak of Terminal Energy Consumption and Carbon Emissions of Civil Buildings in Anhui Province
Guotao Zhu, Haowei Hu, Zihao Wang +3
This study analyzes carbon emission peaks in the operational phase of existing civilian buildings in Anhui Province using energy balance tables, the LEAP model, and the STIRPAT model. Scenario analysis reveals that the optimal blueprint sce…
📚 Peer-reviewed · JournalEnergy Conversion and Management2026#Energy TransitionDOI
Modelling of least cost alternative pathways towards net zero transition for the power sector of the eastern region of India – A bottom-up approach
Arijit Mukherjee, Sourish Chatterjee, Anupam Debsarkar +1
This study uses a bottom-up model to identify least-cost pathways for net zero transition in the power sector of eastern India. It considers regional constraints and presents optimal strategies combining renewable energy and efficiency impr…
🌍 Global📚 Peer-reviewed · ConferenceSystems and Control Transactions2026#Energy TransitionDOI
Terawatts for Petabytes: Exploring the impact of AI data centres on Europe’s net zero goals
Mohammad Hemmati, Vassilis M. Charitopoulos
The rapid expansion of AI is increasing electricity demand in Europe. This study uses a spatially explicit optimization model to assess how hyperscale data centers may reshape energy infrastructure investment and emissions trajectories. Und…
📚 Peer-reviewed · ConferenceSystems and Control Transactions2026#Energy TransitionDOI
Evaluating the Potential of Sustainable Aviation Fuel for Decarbonization of the Aviation Sector: An Agent-based Model
Geeta Joshi, Tejeswi Ramprasad, Harmandeep Singh +4
This paper develops an agent-based model to analyze sustainable aviation fuel (SAF) transition pathways, applied to India's civil aviation system. Results show that SAF adoption depends on infrastructure coordination and price formation, no…