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🌍 GlobalJournal2026#Climate FinanceDOI
Sustainable Finance: Global Contours and Architecture
(著者不明)
Sustainable finance is framed as a system of instruments and mechanisms integrating ESG factors into capital allocation and risk management, forming an umbrella architecture spanning green, social, nature-based, and transition pathways. Des…
Peer-reviewedJournalJournal of Risk and Financial Management2026#AI × ESGDOI
Predicting, Using, and Assessing ESG Signals: A Tripartite Systematic Review of Machine Learning in Sustainable Finance
(著者不明)
A PRISMA-guided review of 127 studies on how ML, DL, NLP, and XAI are transforming ESG rating analysis. It proposes a tripartite framework classifying ESG scores as predicted (29), used (57), or assessed (41), and is the first synthesis of …
Peer-reviewed🌍 GlobalJournalJOURNAL OF ECONOMICS AND SUSTAINABILITY2026#Climate FinanceDOI
Green Finance as a Growth Driver: Malaysia’s Transition to a Sustainable Economy
(著者不明)
Using ARDL/ECM models on 1982–2023 Malaysian time-series data, this study links green finance to GDP via capital formation, labour dynamics, and sustainability outcomes, with forecasts to 2044. Capital investment significantly raises GDP, w…
Peer-reviewedJournalJournal of Climate and Community Development2026#Climate FinanceDOI
Climate finance and corporate resilience: Building sustainable financial strategies in an era of climate risk
(著者不明)
A conceptual piece linking climate finance to corporate resilience, arguing that firms need sustainable financial strategies amid rising climate risk. It frames how climate-related risk reshapes financing and strategic planning. Empirical e…
Peer-reviewed🌍 GlobalJournalThe TQM Journal2026#ESGDOI
Driving sustainable performance: ESG strategies, corporate reputation, innovation capability and green finance in manufacturing firms
(著者不明)
SEM analysis of 367 respondents across 33 Egyptian manufacturing firms. ESG strategies boost corporate reputation and innovation capability but do not directly affect sustainable management performance (SMP); effects are indirect via reputa…
Peer-reviewedJournalIndonesian Journal of Multidisciplinary on Social and Technology2026#ESGDOI
Pengaruh Good Corporate Governance dan Sustainable Finance terhadap Kinerja Keuangan pada Perusahaan Perbankan yang Terdaftar di Bursa Efek Indonesia Periode 2018-2024
(著者不明)
Using a fixed-effects panel model on five Indonesian listed banks (2018-2024), this study tests whether independent commissioners, audit committees, and CSR (a proxy for sustainable finance) affect ROE. Individually none are significant, bu…
Peer-reviewedJournalWorld Journal of Finance and Investment Research2026#Climate FinanceDOI
Incentive Financial Policies to Promote Investment in Green and Green Transition Projects
(著者不明)
This paper examines how financial incentive policies—tax incentives, green credit, credit guarantees, and green investment funds—can mobilize private capital for green projects, drawing on EU, Chinese, South Korean, and US experiences. It a…
Peer-reviewedJournalInternational Journal of Drug Delivery Technology2026#CCUSDOI
Improving Gas Hydrate Formation Efficiency: Insights into Mass Transfer and Kinetics with Bio-Surfactants
(著者不明)
This study examines how bio-surfactants enhance gas hydrate formation by improving mass transfer and reaction kinetics. Bio-surfactants accelerated hydrate formation and boosted overall kinetics, enabling faster, more efficient synthesis. F…
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…