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-reviewedJournalApplied Energy2026#HydrogenDOI
Sky-image-based ultra-short-term PV forecasting for green hydrogen production estimation using a deep multimodal learning solar-to-hydrogen framework
Jonathan A.L.
This work proposes a deep multimodal learning framework that uses sky images for ultra-short-term PV power forecasting, then estimates green hydrogen production via a solar-to-hydrogen model. It links AI-based renewable forecasting to hydro…
Peer-reviewedJournalEnergy Exploration and Exploitation2026#CCUSDOI
Enhanced numerical stability in transient flow modeling of CCUS pipelines: A finite volume method with application to water hammer analysis
Bu Y.
This work proposes a finite volume method with enhanced numerical stability for transient flow modeling in CCUS pipelines, applied to water hammer analysis. It contributes to more reliable simulation of CO2 transport infrastructure design a…
Peer-reviewedJournalEnergies2021#HydrogenDOI
Prospects of integrated photovoltaic-fuel cell systems in a hydrogen economy: A comprehensive review
Ogbonnaya C.
A comprehensive review of integrated photovoltaic-fuel cell systems within a hydrogen economy. It surveys the potential and technical challenges of coupling solar power with fuel cells for decarbonization via renewable hydrogen. The paper f…
Peer-reviewedJournalJournal of Natural Gas Science and Engineering2019#CCUSDOI
Membrane-based carbon capture technologies: Membrane gas separation vs. membrane contactor
Siagian U.W.R.
This paper compares two membrane-based carbon capture routes: membrane gas separation and membrane contactors. It reviews their separation performance, energy demand, and scalability, outlining where each approach fits and its limitations. …
Peer-reviewedJournalEncyclopedia2023#CCUSDOI
Techno-Economic Analysis of State-of-the-Art Carbon Capture Technologies and Their Applications: Scient Metric Review
Adam R.
A scientometric review synthesizing techno-economic analyses of state-of-the-art carbon capture (CCUS) technologies and their applications. It compares cost structures and deployment potential across capture routes, mapping barriers and res…
Peer-reviewed🌍 GlobalJournalRevista Kawsaypacha Sociedad Y Medio Ambiente2024#HydrogenDOI
Green hydrogen: opening the doors to a sustainable energy future in Peru
Aranibar Ramos E.R.
An overview paper on the potential for green hydrogen deployment in Peru and its role in a sustainable energy transition. It outlines prospects for hydrogen production leveraging renewable resources and implications for decarbonization poli…
Peer-reviewedJournalJournal of Environmental Nanotechnology2025#CCUSDOI
Simulation-based Design of Plate-fin Heat Exchangers for Cryogenic CO₂ Removal from Biogas
Nandakishora Y.
An engineering study designing plate-fin heat exchangers via simulation for cryogenic CO₂ removal from biogas. It addresses separation efficiency and heat-transfer optimization in renewable gas upgrading. Without an abstract, specific findi…
Peer-reviewedJournalJohnson Matthey Technology Review2022#HydrogenDOI
Hydrogen Storage and Transportation Technologies to Enable the Hydrogen Economy: Liquid Organic Hydrogen Carriers: Overview and perspectives on liquid organic hydrogen carriers technology
Southall E.
An overview of liquid organic hydrogen carriers (LOHC) as a storage and transport technology for the hydrogen economy. LOHC enables near-ambient hydrogen transport using existing infrastructure. The paper reviews technical status and implem…
Peer-reviewed🌍 GlobalJournalApplied Energy2023#HydrogenDOI
Green hydrogen production and use in low- and middle-income countries: A least-cost geospatial modelling approach applied to Kenya
Müller L.A.
This study develops a least-cost geospatial modelling approach for green hydrogen production and use in low- and middle-income countries, applied to Kenya. It spatially optimizes renewable siting and hydrogen demand to assess cost-effective…
Peer-reviewedJournalThermal Science2024#HydrogenDOI
AN OVERVIEW OF GREEN HYDROGEN PRODUCTION SYSTEM THROUGH LOW TEMPERATURE WATER ELECTROLYSIS USING SOLAR ENERGY
Arbye S.
An overview paper on green hydrogen production systems combining solar power with low-temperature water electrolysis. It appears to survey the technical configuration and components of renewable-powered hydrogen production. Specific data an…
Peer-reviewedJournalSustainable Energy Technologies and Assessments2025#HydrogenDOI
Techno-economic study of a 100 % renewable energy-based isolated microgrid involving green hydrogen production
Monem Hazem A.E.
A techno-economic assessment of an isolated microgrid powered entirely by renewables and integrated with green hydrogen production. Without an abstract, specifics are limited, but the work centers on system design and cost analysis for off-…
Peer-reviewedJournalEnergy and Fuels2025#CCUSDOI
CO2-Derived Carbon Materials for Electrocatalysis: Recent Advances and Future Perspectives
Yun W.C.
A review of recent advances in using CO2-derived carbon materials as electrocatalysts. It links CO2 utilization (CCU) with catalyst design and performance, outlining progress, remaining challenges, and future directions for decarbonization-…
Peer-reviewed🇺🇸 USAJournalClean Energy2021#CCUSDOI
Carbon footprinting of carbon capture and-utilization technologies: Discussion of the analysis of Carbon XPRIZE competition team finalists
Sleep S.
This paper evaluates the carbon footprint of carbon capture and utilization (CCU) technologies developed by Carbon XPRIZE competition finalist teams. It examines whether CCU pathways deliver genuine net emission reductions through life-cycl…
Peer-reviewedJournalClean Energy2020#CCUSDOI
Cross-regional drivers for CCUS deployment
Ku A.Y.
This paper comparatively analyzes the drivers enabling or hindering CCUS deployment across multiple regions. It examines region-specific factors such as policy, regulation, economics, and infrastructure to clarify the conditions for CCUS di…
Peer-reviewedCNJournalClimate Change Research2023#Energy TransitionDOI
Simulation research on the evolution pathway planning of energy supply and demand in China under the dual carbon targets
Cai L.Y.
This study simulates and plans the evolution pathway of China's energy supply and demand under the dual carbon targets (peak by 2030, carbon neutrality by 2060). Without an abstract, details are limited, but it appears to model decarbonizat…
Peer-reviewedJournalJournal of Cleaner Production2025#HydrogenDOI
Comparative life cycle assessment of various hydrogen pathways for cleaner methanol synthesis
Badger N.
This study compares various hydrogen production pathways for methanol synthesis using life cycle assessment (LCA). It quantifies GHG emissions and environmental burdens across grey, blue, and green hydrogen routes to identify cleaner methan…
Peer-reviewedJournalInternational Journal of Hydrogen Energy2026#HydrogenDOI
Multi-objective optimization of integrated energy systems considering diversified hydrogen utilization and carbon capture system under ladder-type carbon trading interacting with green certificate trading
Huang Y.
This paper presents a multi-objective optimization of an integrated energy system embedding diversified hydrogen utilization and carbon capture, under a ladder-type carbon trading scheme interacting with green certificate trading. It jointl…
Peer-reviewedJournalComputational and Structural Biotechnology Journal2025#CCUSDOI
Directed evolution of an ultrastable carbonic anhydrase from Desulfovibrio vulgaris towards enhanced tolerance to flue gas impurities
Antonopoulou I.
Directed evolution of an ultrastable carbonic anhydrase from Desulfovibrio vulgaris to improve tolerance to flue gas impurities. Carbonic anhydrase is a promising biocatalyst for CO2 capture (CCUS), and stability under real flue gas conditi…
Peer-reviewedJournalIscience2025#CCUSDOI
Prospects of CCUS technology under resource utilization and environmental risks
Liu L.
This paper examines the prospects of CCUS technology through the twin lenses of resource utilization and environmental risk. Without an abstract, specifics remain unclear, but it likely assesses CCUS feasibility and risk trade-offs. It may …
Peer-reviewedCNJournalPolish Journal of Environmental Studies2025#CCUSDOI
Analysis of CCUS Challenges in the Yangtze River Delta Region, China
Hu D.
A study analyzing the challenges of deploying CCUS (carbon capture, utilization, and storage) in China's Yangtze River Delta region. No abstract is available, so methods, data, and findings cannot be verified. It may offer insights into reg…