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.
Preprint🌍 GlobalarXiv2026#AI × ESG
SolarChain-Eval: A Physics-Constrained Benchmark for Trustworthy Economic Agents in Decentralized Energy Markets
Shilin Ou, Yifan Xu, Luyao Zhang
This paper introduces SolarChain-Eval, a physics-constrained benchmark for evaluating trustworthy economic agents in decentralized energy markets. It integrates an LLM-based Planner/Auditor layer to supervise RL agents, revealing a utility-…
Preprint🌍 GlobalEarthArXiv2026#Scope 3DOI
Constructing Prospective Multiregional Input--Output Tables via Scenario-Constrained Optimization for Future Environmental Footprint Assessment
Peng, Sidi, Daioglou, Vassilis, Stadler, Konstantin +3
Using EXIOBASE 2019 and the IMAGE SSP2 scenario, 12 prospective multi-regional input-output tables for 2035 were constructed, comparing a Leontief-based projection with 11 optimization-based projections under constraints on GDP, value added…
Peer-reviewedCNJournalEnergy Economics2019#Carbon PricingDOI
Impacts of China's emissions trading schemes on deployment of power generation with carbon capture and storage
Morris J.
This paper analyzes the impacts of China's emissions trading schemes (ETS) on the deployment of power generation with carbon capture and storage (CCS). It examines how ETS design affects the economics and diffusion of CCS, offering policy i…
Peer-reviewed🌍 GlobalJournalJournal Markcount Finance2026#Climate FinanceDOI
CLIMATE RISK AND FINANCIAL STABILITY: BUILDING RESILIENT FINANCIAL SYSTEMS IN THE FACE OF GLOBAL WARMING
Ari Purwanti, Ming Pong, Rit Som
This qualitative review examines how climate risk affects financial stability through physical, transition, and liability channels, exposing gaps in risk assessment, disclosure, and prudential regulation. It concludes that integrating clima…
Peer-reviewed🌍 GlobalJournalJournal of Sustainability2026#Disclosure InfrastructureDOI
Beyond Single-Theory Explanations: A Dual-Capacity Model of Carbon Disclosure Effectiveness in Sustainable Finance
Lin Oktris, Afzal Izzaz Zahari, Suharmadi +1
This systematic literature review synthesizes 44 studies to explain how carbon disclosure influences investor decisions. It identifies four simultaneous mechanisms: information asymmetry reduction, signaling, risk communication, and legitim…
Peer-reviewed🌍 GlobalJournalJournal Markcount Finance2026#ESGDOI
ENVIRONMENTAL, SOCIAL, AND GOVERNANCE (ESG) REPORTING: ENHANCING TRANSPARENCY IN SUSTAINABLE FINANCE
Getah Ester Hayatullah, Napat Chai, Ming Pong
This paper systematically reviews the role of ESG reporting in enhancing transparency in sustainable finance. Using a qualitative approach, it finds that high-quality, standardized ESG disclosures reduce information asymmetry and strengthen…
Peer-reviewed🌍 GlobalJournalEnergy Economics2026#Climate FinanceDOI
Carbon emissions and financial flexibility: International evidence
Chien-Chiang Lee, Chih‐Wei Wang, Tsai-Yun Hu +2
This study empirically analyzes the relationship between carbon emissions and financial flexibility using an international firm-level sample. It finds that firms with higher emissions face tighter financial constraints, highlighting the imp…
🇪🇺 EuropeDatasetMendeley Data2026#CCUSDOI
Supplementary Materials for "Biomass as a Transportable Biogenic Carbon Carrier for e-Methanol Production: Techno-Economic Comparison with CO2 Transport and Direct Air Capture"
Sina Namdarpour, Tansu Galimova, Theophilus Mensah +2
This supplementary material provides a detailed techno-economic comparison of biomass, CO2 transport, and direct air capture (DAC) as carbon sources for e-methanol production. It evaluates each pathway in terms of cost, energy efficiency, a…
Peer-reviewed🇺🇸 USAJournalComputers & Chemical Engineering2026#CCUSDOI
Techno-Economic and Efficiency Analysis of Adsorption Systems for Onboard Carbon Capture in the Marine Vessels
Mohammad Hamdy Elkady, Harini Gunda, Md. Tanjin Amin +4
This study conducts a techno-economic analysis of adsorption-based onboard carbon capture (VSA and TSA) for medium-range tankers using HFO or LNG. It finds that TSA integrated with LNG achieves a $320/t CO2 avoided cost, while VSA is less e…
Peer-reviewed🌍 GlobalJournalMaterials2026#CCUSDOI
Acid Drop-Out in Carbon Capture and Transport Systems: Causes, Consequences, and Countermeasures
Garima Mittal, Shiladitya Paul
This review examines acid precipitation in dense-phase/supercritical CO2 pipelines containing reactive impurities. It covers phase behavior, acid formation, corrosion mechanisms, and mitigation strategies including dehydration, corrosion-re…
Peer-reviewed🌍 GlobalJournalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
Multi-Waste Geopolymer Binders for Low-Carbon Construction: A Consolidated Review, Cross-Study Synthesis and Policy Roadmap Integrating Mining Residues, Volcanic Pozzolans and Post-Consumer Glass
Dr. Raghuveer Narsing
This paper consolidates three experimental studies on geopolymer binders from waste streams, proposing a unified Sustainability-Performance Map and a conceptual framework including AI-assisted mix optimization and blockchain-based carbon pa…
Preprint🌍 GlobalSocArXiv (OSF Preprints)2026#Policy
Public perceptions of climate policy fairness and effectiveness across climate policy types and domains in 15 countries
Ulf J.J. Hahnel, Nina L. Frings
This study examines public perceptions of climate policy effectiveness and fairness across four policy types and two domains in 15 countries (N=6,052). Results show that individuals in the Global South are more optimistic and perceive polic…
Peer-reviewed🌍 GlobalJournalAustralian Energy Producers journal.2026#Energy TransitionDOI
Session 8. Oral Presentation for: Pathways to sustainable aviation and marine fuel: insights from a binational eFuel pre-FEED project
Christian Douglas
This presentation describes a pre-FEED study for a commercial-scale plant in Australia producing sustainable aviation and marine fuels. Led by Downer and the Franco-Australian Centre for Energy Transition (FACET) with partners including Air…
Preprint🇪🇺 EuropeResearch Square2026#Energy TransitionDOI
Energy Analysis of an ICE and Electrolyzer-Based Poly-Generative System with Renewable Energy Storage Supporting the Green Mobility and Building Loads
De Lorenzo G, Bevilacqua P, Bruno R +2
This study evaluates a poly-generative system integrating biomass ICE, PV, and PEM electrolyzer in Rende, Italy, to supply EV charging, hydrogen for FCHEVs, and building thermal loads. It achieves peak electrical and thermal outputs of 50 k…
Preprint🌍 GlobalResearch Square2026#AI × ESGDOI
Artificial Intelligence Utilization in Renewable Energy System Modeling: Comprehensive Review of Techniques, Applications, and Future Directions
Salinas JVR, Calderon AD, Macayan JV +1
This review comprehensively synthesizes AI techniques (ML, DL, RL, fuzzy logic) applied to solar, wind, and hydropower systems. Deep learning achieves up to 50% error reduction in forecasting, while RL and hybrid AI-physics models enable ad…
Preprint🌍 GlobalResearch Square2026#HydrogenDOI
Enhancing Energy Efficiency in the Maritime Industry: The Role of Hydrogen Refueling Stations for Ships
ELGENDY M, Elgouhary M, Seddiek I
This study proposes a renewable-powered hydrogen production and refueling system for ships, using solar PV, wind, and battery storage. A 180-hour simulation showed solar yields higher peak electrolyzer power (222 kW) but greater variability…
Preprint🌍 GlobalEarthArXiv2026#Climate ScienceDOI
Decomposing drivers of global temperature change after net zero
Högner, Annika, Nicholls, Zebedee, Ganti, Gaurav
This study proposes a diagnostic protocol to decompose post-net-zero CO2 (NZCO2) global surface air temperature change into scenario-specific factors and model-specific zero emissions commitment (ZEC). Using the MAGICC model, they find a 0.…
🌍 GlobalDatasetZenodo2026#Carbon PricingDOI
Institutional Capacity, Policy Intensity, and the Effectiveness of Carbon Pricing: Global Panel Evidence from Carbon Taxes and Emissions Trading Systems
Songsrirote, Nitiphong
This study empirically examines the effectiveness of carbon taxes and emissions trading systems using global panel data, focusing on institutional capacity and policy intensity. Results suggest that strong institutions and consistent policy…
Peer-reviewed🌍 GlobalJournalInternational Journal of Hydrogen Energy2024#HydrogenDOI
Green hydrogen: A holistic review covering life cycle assessment, environmental impacts, and color analysis
Hammi Z.
This holistic review comprehensively analyzes green hydrogen, covering life cycle assessment, environmental impacts, and color classification. It evaluates hydrogen's role in the decarbonized society and its environmental performance, offer…
🌍 GlobalReportGreen Hydrogen2025#HydrogenDOI
Green Hydrogen Investments and Financing: Public and Government Investments
Hammi Z.
This paper analyzes the role of public and government investments in financing green hydrogen projects. It discusses public-private partnerships and financing mechanisms, emphasizing the importance of policy in the hydrogen transition.