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-reviewedJournalJournal of Physical Chemistry C2026#CCUSDOI
Mechanism of Hydration-Induced
Structural Transformations
in CALF-20 Revealed by Umbrella Sampling Along a PageRank-Based Collective
Variable
(著者不明)
This study investigates hydration-induced structural transformations in the carbon-capture MOF CALF-20 using ab initio molecular dynamics, umbrella sampling, and a PageRank-based collective variable. It reveals a cooperative reorganization …
Peer-reviewedJournalNexus Science Review2026#Energy EfficiencyDOI
Cooling and Off-Gas Treatment in Pyrometallurgical Processes: Technologies, Challenges, Industrial Integration, and Future Perspectives—A Critical Review
(著者不明)
A critical review of cooling and off-gas treatment across copper/non-ferrous smelting, EAF steel, SAF ferroalloys, aluminum, and e-scrap processing. It proposes the Temperature-Composition Trajectory Framework (TCTF), treating the full reac…
Peer-reviewedJournalACS Sustainable Chemistry & Engineering2026#CCUSDOI
Enabling Realistic Flue Gas Electroreduction to Formate on BiOI Gas Diffusion Electrode via Tandem Electrochemical Strategies
(著者不明)
This study demonstrates direct electrochemical conversion of simulated flue gas to formate using BiOI gas diffusion electrodes. Tandem strategies—pulsed electrolysis and upstream O2 removal—overcame CO2 mass-transport and oxygen reduction i…
Peer-reviewedJournalAdvanced Functional Materials2026#CCUSDOI
Ultrathin Amphipathic Dual‐Polymer Networks: Unlocking Hyper‐Permeable CO
2
Capture via Solvent‐Mediated Poly(Ethylene Oxide) Amorphization
(著者不明)
A solvent-mediated coating creates an amphipathic dual-polymer network with fully amorphized PEO in a crosslinked PDMS matrix, yielding CO2 permeances up to 2402 GPU (hollow fiber) and 6887 GPU (flat sheet) with selectivity >20. A pseudo-th…
Peer-reviewedJournalAdvanced Energy and Sustainability Research2026#CCUSDOI
Mineral Carbonation of Mixed Industrial Residues for Enhanced CO
2
Sequestration and Environmental Stabilization: The Role of Slag Composition and Industrial Symbiosis
(著者不明)
This study evaluates mineral carbonation of alkaline industrial residues (fly ash, bottom ash, slag) as an integrated strategy for permanent CO2 sequestration and stabilization of hazardous components. Carbonation forms stable carbonate pha…
Peer-reviewedCNJournalEnergy & Fuels2026#CCUSDOI
Process
Improvement to Enhance the Energetic Efficiency
of Biphasic Solvent CO2 Capture for a Combined Cycle Gas
Turbine Power Plant
(著者不明)
Using an MEA-PZ-DEEA-H2O biphasic absorbent modeled in Aspen Plus, this study optimizes CO2 capture from a 45,000 Nm3/h CCGT plant. The biphasic solvent cut regeneration energy ~21.5% vs 30wt% MEA; combining absorber inter-cooling and rich …
Peer-reviewed🇪🇺 EuropeJournalWaste Management2026#CCUSDOI
Valorisation of exhausted lime from industrial flue gas treatment for CO2 capture and storage.
(著者不明)
Exhausted lime from ceramic-industry flue gas treatment (21–65 wt% Ca(OH)2) was used untreated for CO2 mineralization. Batch tests reached up to 99% CO2 conversion at low slurry concentrations; a semi-continuous system achieved complete CO2…
Peer-reviewedJournalJournal of the Serbian Chemical Society2026#CCUSDOI
Corrosion studies of stainless steel and carbon steel in aqueous solutions of sodium glycinate used for $ \mathrm{CO_2} $ capture
(著者不明)
Corrosion rates of SS-304 and CS-1018 were measured in aqueous sodium glycinate (SG), a promising CO2 capture solvent, using the weight-loss method across temperatures and concentrations. CS-1018 showed significant corrosion at higher tempe…
Peer-reviewed🌍 GlobalJournalEnvironmental Progress & Sustainable Energy2026#HydrogenDOI
Solar green hydrogen: A critical life cycle perspective on environmental sustainability and circular economy integration
(著者不明)
This perspective synthesizes LCA literature on solar-powered hydrogen, evaluating environmental sustainability and proposing an integrated Circular Economy LCA (CE-LCA) framework. Environmental burdens are front-loaded in manufacturing, wit…
Peer-reviewedJournalJournal for Maritime Research2026#Energy TransitionDOI
Decarbonizing Marine Supply Chains through AI Optimized HTL of Macroalgae: A Renewable Port Energy Solution
(著者不明)
This study uses AI to optimize hydrothermal liquefaction (HTL) of macroalgae for biofuel production. A bio-oil yield of 23.5% was achieved at 280°C, 30 min, 15% solids, with AI prediction error under 2%. The biochar (55% carbon) supports so…
Peer-reviewedJournalEnergy & Fuels2026#HydrogenDOI
Renewable
Energy–Hydrogen Integrated Energy
Systems as Power-to-X Backbones: A Mini-Review of Topologies,
Applications, Challenges, and Perspectives
(著者不明)
This mini-review analyzes renewable energy–hydrogen integrated systems as backbones for downstream power-to-X deployment. It compares hydrogen-centered topologies—renewable–electrolyzer–market, hydrogen-to-power, hybrid storage, and CHP-cou…
Peer-reviewed🌍 GlobalJournalInternational journal of energy and environmental research2026#HydrogenDOI
Design and Simulation of Hybrid Renewable Energy System (HRES) With Hydrogen Storage for Greener Energy
(著者不明)
This study optimizes a hybrid renewable energy system combining solar PV, wind, biogas, electrolyzer, hydrogen tank, and fuel cell for a packaging company in Istanbul, Turkey, using HOMER Pro. Excess power is stored as hydrogen and reconver…
Peer-reviewedJournalUkrainian Journal of Applied Economics and Technology2026#Energy TransitionDOI
Features of the transition of the domestic economy to a green economy and its integration into the european energy market
(著者不明)
This paper analyzes Ukraine's green transition as simultaneously an environmental, macroeconomic, security, and EU-integration agenda. It argues decarbonization, energy efficiency, renewables, and industrial modernization are prerequisites …
Peer-reviewed🇪🇺 EuropeJournalEnergies2026#Energy TransitionDOI
Future Ports as Energy Hubs: Integrated Framework for Renewable Energy Planning, Storage, and Sector Coupling
(著者不明)
Proposes an integrated framework for transforming ports into sustainable energy hubs, combining renewable generation, battery storage, green hydrogen, port microgrids, and intelligent energy management. It explicitly addresses Mediterranean…
Peer-reviewedJournalBatteries2026#Energy TransitionDOI
Machine-Learning-Assisted Multi-Energy Coupling and Battery–Grid Coordination for Deep Decarbonization of Smart Integrated Energy Systems: Modeling, Optimization, and Applications
(著者不明)
A machine-learning-assisted framework co-optimizes electricity–heat–hydrogen–storage coupling in grid-connected integrated energy systems. Using K-means and Latin hypercube sampling for scenario generation, a MILP co-optimizes cost, carbon …
Peer-reviewedJournalJournal of Pure and Applied Chemistry Research2026#HydrogenDOI
Electrophotocatalysis of Coconut Water Waste for Green Hydrogen Production Using Copper Electrode Coated with Zn3(PO4)2-Red Dragon Fruit Skin Extract Nanocomposites
(著者不明)
A Zn3(PO4)2-red dragon fruit peel extract (ZP-DF) nanocomposite-coated copper electrode was tested for green hydrogen production from coconut water waste via electrophotocatalysis. It yielded 36.7 ppm H2 from pure water and 30.4 ppm from co…
Peer-reviewedJournalBiomass Conversion and Biorefinery2026#Energy TransitionDOI
Advancements in algae-based biocrude upgrading and green hydrogen integration for sustainable aviation fuel production: a comprehensive review
(著者不明)
This review integrates algae hydrothermal liquefaction (HTL) biocrude upgrading with green hydrogen for sustainable aviation fuel (SAF). It links cultivation, catalytic upgrading, hydrogen-assisted hydroprocessing, and TEA/LCA across the va…
Peer-reviewedJournalВестник Казахстанско-Немецкого университета2026#HydrogenDOI
GREEN HYDROGEN AND THE PRICE OF WATER: CHALLENGES FOR THE CASPIAN REGION OF KAZAKHSTAN
(著者不明)
Examines green hydrogen prospects in western Kazakhstan's Caspian region through a water-scarcity lens. Quantifies electrolysis water consumption, finding large-scale production may be constrained by limited water resources. Desalination's …
Engineering Headway2026#HydrogenDOI
In Situ Decarbonization of SMR Hydrogen: A Comparative Exergy - Machine Learning Framework for Blue and Green Hydrogen Ascendancy
(著者不明)
Using in-situ heat and material balance data from an operating SMR-PSA unit, this study combines exergy analysis with machine learning to assess CO2 capture and hydrogen-production efficiency under real refinery conditions. It captures cycl…
Peer-reviewed🇯🇵 JapanJournalMedia Iuris2026#HydrogenDOI
The Urgency of Industrial Standard Classification Regulations for Green Hydrogen Investment in Indonesia
(著者不明)
This study argues that Indonesia's industrial classification (KBLI) lacks a dedicated category for green hydrogen, creating legal and administrative uncertainty in licensing, environmental permitting, and investment approval. Using normativ…