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-reviewedJournalGreenhouse Gases: Science and Technology2026#CCUSDOI
Simulation Study on the Effects of Impurities on the Phase Behavior, Transport Characteristics, and Compression Performance of CO
2
Xinfeng Qian, Xin Wang, Dacai Li +3
This study uses Aspen HYSYS to simulate the effects of N2, O2, and H2O impurities on CO2 compression, liquefaction, and pipeline transport in CCUS. Results show impurities alter thermodynamic properties, increase pressure loss, and raise co…
Peer-reviewed🌍 GlobalJournalAdvanced Sustainable Systems2026#CCUSDOI
Small is the New Large: Demonstration of how Microanalyses Elucidate Large‐Scale CO2 Uptake Through Mineralization
Faisal W. K. Khudhur, Ian B. Butler, S. Gilfillan
This paper reviews advanced imaging techniques (X-ray microCT, electron microscopy) for understanding CO2 mineralization at the microscale. It highlights correlative microscopy and machine learning, improves reactive transport modeling, and…
Peer-reviewedJournalTuijin Jishu/Journal of Propulsion Technology2026#CCUSDOI
Thermodynamics Guided Machine Learning Models for CO₂ desublimation temperature prediction
Ganti Srikanth, 𝑏 𝑎, G. Sudheer +1
This paper presents a three-tier study for predicting CO₂ desublimation temperature (CDDT) critical for cryogenic carbon capture and gas processing. It compares a thermodynamic model (Peng-Robinson EoS), standalone ML methods (DT, GPM, ANFI…
Peer-reviewedJournalRevista ft2026#Energy TransitionDOI
THE ROLE OF UNDERWATER ROBOTICS IN THE OFFSHORE ENERGY TRANSITION: SUPPORT FOR OFFSHORE WIND, GREEN HYDROGEN, AND CCS
Igor Barcelo Uchoa de Castro
This paper reviews the role of underwater robotics (ROVs and AUVs) in supporting offshore wind, green hydrogen, and CCS, based on Brazilian studies. It systematizes evidence on subsea activities like seabed surveys, cable inspection, and en…
Peer-reviewed🌍 GlobalJournalCarbon Footprints2026#CCUSDOI
From cycling to climate benefit: a perspective on redefining CO
2
utilization for reduction and storage
Adeel Rafiq, S. Gheewala
This perspective redefines CCU beyond conventional cycling by outlining three strategic pathways: replacing high-emission fossil products, sourcing CO2 from biogenic streams for near-neutral cycles, and using CO2 as a hydrogen carrier for p…
Peer-reviewedJournalChinese Science Bulletin2026#HydrogenDOI
Nanofluidic membranes: fabrication and structural regulation for gas separation
Huijie Wang, Chen Wang
This review comprehensively summarizes recent progress in nanofluidic membranes for hydrogen purification. It covers fabrication strategies (in-situ growth, vacuum filtration, spin-coating) and design principles (size exclusion, surface cha…
Peer-reviewedJournalChemCatChem2026#CCUSDOI
Highly Selective Tandem Electrocatalytic and Thermocatalytic CO2 Reduction to Methanol Using Formic Acid as Intermediate
Florian Lhostis, Nathan De Riggi, N. Huan +3
This study presents a hybrid electro-thermocatalytic tandem process that converts CO2 to methanol via formic acid with high selectivity. A dendritic bismuth catalyst achieves >90% Faradaic efficiency for CO2-to-formic acid electroreduction,…
Peer-reviewedCNJournalAtmosphere2026#PolicyDOI
Characterizing Urban Road CO2 Emissions: A Study Based on GPS Data from Heavy-Duty Diesel Trucks
Yanyan Wang, Li Wang, Jiaqiang Li +4
This study constructs a high-resolution 1x1 km CO2 emission inventory for heavy-duty diesel trucks (HDTs) in Kunming, China, using GPS data from 1.24 million track points and the IVE model. Results show an average emission factor of ~500 g/…
Peer-reviewed🇺🇸 USAJournalJournal of Petroleum Technology2026#Energy TransitionDOI
Field-Proven Mobile LNG Technology Shifts From Flaring to Power Generation
C. Carpenter
This paper introduces a field-deployable, trailer-mounted LNG system that converts flared gas into low-carbon LNG, reducing methane emissions and displacing diesel in oilfield operations and off-grid applications. It addresses challenges of…
Peer-reviewedJournalJournal of Modelling in Management2026#Supply ChainDOI
Decision model for green supplier selection in new energy vehicles combining prospect theory and VIKOR
Hui Zhao, Xueshi Zhang
This study develops and validates an integrated model combining Prospect Theory and VIKOR for green supplier selection in new energy vehicle firms. It constructs a four-dimension evaluation system (enterprise capability, product competitive…
ConferenceOffshore Technology Conference2026#CCUSDOI
A Different Approach to Evaluate Dynamic Compatibility in Rock-scCO2-Brine Systems
G. Herrera, Y. A. D. de Itriago, S. Devier
This study proposes a novel method for dynamic compatibility testing in rock-scCO2-brine systems for CO2 storage in saline aquifers. Combining injectivity and coreflood tests, it evaluates fluid-rock interactions, permeability changes, and …
Peer-reviewed🇪🇺 EuropeJournalAfrican journal of accounting and financial research2026#Renewable EnergyDOI
Corporate Transition Pathways in Europe: How Green Finance Investments Shape Environmental Sustainability
Ma’idah Aminu, Mohamed A. Elbannan
This study examines the relationship between corporate sustainability investments (renewable energy, sustainable transport, energy efficiency) and environmental sustainability among EU-listed firms from 2013 to 2023. It finds modest CO2 red…
Peer-reviewed🇪🇺 EuropeJournalEnergies2026#Climate FinanceDOI
Towards Green Transition: Sustainable Energy Future and Its Effects on Companies’ Financial Strategies
A. Țăran, G. Noja, Alina Ionașcu +2
This study examines how CSR engagement, renewable energy deployment, and sustainable finance jointly influence firms' exposure to climate-related financial risks. Using a dataset of 300 European energy companies for 2024, robust regression …
Peer-reviewed🌍 GlobalJournalSocial Science Research Network2026#Transition FinanceDOI
A Systematic Literature Review on the Evolution of Green Bonds as a tool to transition towards Sustainable Finance Practices
Vibha Nagendra, Bindu K. Nambiar
This systematic literature review examines the evolution of green bonds as a tool for transitioning to sustainable finance. It finds that sovereign green bonds can be effective with transparent governance and credible monitoring, but data g…
Peer-reviewed🇪🇺 EuropeJournalSustainable Development2026#Renewable EnergyDOI
Managing the Renewable Energy Generation Aligned With the Sustainable Development Goals: How Institutions, Finance and Public Debt in
EU
Countries Affect the Renewable Energy Transition?
Azad Erdem, Nazli Demirtaş, Samet Gursoy +2
This study analyzes the long-run effects of institutional quality, public debt, financial development, and economic freedom on renewable energy generation using panel data from 17 EU countries (2000-2023). Applying cointegration and panel e…
Peer-reviewed🌍 GlobalJournalSouth Asian Journal of Social Studies and Economics2026#Transition FinanceDOI
Green Growth and Sustainable Finance: A Narrative Review of Economic Evidence and Policy Pathways
Riweu Kenye
This narrative review assesses how environmental policy, innovation, and financial mechanisms influence growth outcomes and transition pathways, drawing on environmental and financial economics. It finds that green growth depends on wealth-…
Peer-reviewedCNJournalExploring Science Academic Conference Series2026#ESGDOI
The Impact of Digital Inclusive Finance on Corporate ESG Performance
Ke Zhang
This study examines how digital inclusive finance affects corporate ESG performance using a sample of Chinese A-share listed firms from 2020 to 2023. By combining the Peking University Digital Inclusive Finance Index with firm-level ESG dat…
Peer-reviewedJournalInverge Journal of Social Sciences2026#AI × ESGDOI
Green Intelligence in Finance: Artificial Intelligence-Driven ESG Analytics and Sustainable Investment Performance
Hind Gatoi, Islam Belhaoua, Kashf Akhtar +3
This study examines whether AI-driven ESG analytics enhance sustainable investment performance. It finds that AI-enhanced high-ESG portfolios achieve higher returns and lower downside risk compared to traditional ESG portfolios. AI-derived …
Peer-reviewedJournalSustainability2026#Climate FinanceDOI
A Machine Learning Approach to Green Finance: Pathways for Enhancing Entrepreneurship, Employment, and the Energy Pillar of the Just Transition
Ilyes Abidi, Hesham Yousef Alaraby, Ghassan Rabaiah
Using Causal Forests on a panel of eight Saudi cities (2000-2024), this study finds that green finance causally improves the energy transition pillar (effect ≈0.81 standardized units) but has weaker and heterogeneous effects on entrepreneur…
Peer-reviewed🌍 GlobalJournalSustainable Development2026#Renewable EnergyDOI
Industrial Boom Versus Green Transition: Navigating
CO
2
Challenges Through Finance,
FDI
, and Renewable Energy Pathways in Emerging Economies
Tong Yang, N. Grace
This study examines CO2 emissions and drivers in E7 economies (2000-2022) using quantile regression. Renewable energy and FDI reduce emissions, supporting clean energy and pollution halo effects. However, financial depth and manufacturing/i…