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🇨🇳 ChinaJournalFrontiers in Environmental Science2026#Carbon PricingDOI
Does the carbon emission trading scheme enhance enterprises’ green total factor productivity? Evidence from China
周德亮, Sutian Wen, Dingyin Zhang
Using Chinese A-share listed firms from 2011–2023, this study treats China's carbon emission trading scheme as a quasi-natural experiment and applies a difference-in-differences model. The scheme significantly raises firms' green total fact…
🇨🇳 ChinaDatasetMendeley Data2026#Climate FinanceDOI
Green Finance, Energy Transition and Employment Stability across Career Stages: Evidence from China’s Green Credit Policy and a Heterogeneous-Agent Model
Shangfeng Song, shuo hu, Ailun Wang
Examines how China's green credit policy shapes energy transition and employment stability across career stages, combining empirical evidence with a heterogeneous-agent model. It assesses the distributional and labor-market effects of green…
🇪🇺 EuropeJournalACM International Conference on Information and Knowledge Management (CIKM)2026#AI × ESGDOI
UniTor ESG Insights: An Interactive Human-in-the-Loop System for Traceable Sustainability Report Analysis
Seyed Alireza Mousavian Anaraki, Danilo Croce, Roberta Martins da Silva Costa +3
A human-in-the-loop system from University of Rome Tor Vergata for analyzing sustainability reports. It combines AI-driven extraction with human verification to ensure traceable, auditable results. The work targets trustworthiness in ESG di…
Peer-reviewed🇪🇺 EuropeJournalCorporate Social Responsibility and Environmental Management2026#Disclosure InfrastructureDOI
Readability of German Sustainability Reports: The Role of ESG Performance and Audit Committee Characteristics
Julian Kordisch, Reiner Quick
Using 524 firm-year observations of German CDAX firms (2017–2022) required to report sustainability, this study examines whether ESG performance and audit committee characteristics (size, meetings, attendance, gender diversity) relate to re…
Peer-reviewedJournalEastern-European Journal of Enterprise Technologies2026#Disclosure InfrastructureDOI
Development of a conceptual model for accounting, analytical and audit support for ESG reporting compliance
Н. Кудренко, Оlga Grytsay, Марія Ольшанська +2
This study maps the methodological, organizational and technological gap between traditional financial accounting and international ESG reporting requirements (ESRS, GRI, SASB, TCFD, ISSB). It argues ESG indicators must be integrated into c…
JournalACM International Conference on Information and Knowledge Management (CIKM)2026#AI × ESGDOI
ESG-CRE: A Convert-Retrieve-Extract Framework with a Human-Guided Refinement Loop for ESG Reports
Chengpei Wu, Chih-Ming Chen, Kuei-Ying Li +1
This paper proposes a Convert-Retrieve-Extract (CRE) framework for extracting information from ESG reports, augmented by a human-guided refinement loop. It targets improved accuracy in automated ESG disclosure processing, with practical rel…
Peer-reviewedJournal2026#HydrogenDOI
Green Hydrogen Production in Portugal: A Techno-Economic Assessment of Cost Competitiveness, System Constraints, and Energy Transition Implications
Pedro Nuno de Mora Marques Agria Pelote, Rui Costa Neto
A techno-economic assessment of green hydrogen production in Portugal, examining cost competitiveness, system constraints, and energy transition implications. It quantifies the economics and policy challenges of hydrogen deployment in a nat…
Peer-reviewed🇪🇺 EuropeJournalGlobal Policy2026#PolicyDOI
Strengthening the Paris Agreement Through Collective Decisions: Achievements and Limitations
Irina Kustova, Jan Karlas, Christian DIETZ
This paper assesses how far Paris Agreement Parties have strengthened the framework through collective decisions, analysing operationalisation of rules and coordination of national mitigation and climate finance efforts. It finds mixed resu…
Peer-reviewedJournalInternational Journal of Advanced Research in Science Communication and Technology2026#Energy TransitionDOI
Artificial Intelligence for Smart Grid and Renewable Energy Management: A Review of Techniques, Applications, and Future Directions
Om Zile Udit Vaibhav Pant, Anurag Banerjee Sahil Kumar Singh
A review of AI/ML techniques applied across smart grids and renewable energy: solar and wind forecasting, load forecasting, demand response, storage and battery management, price forecasting, resilience, and digital twins. It surveys deep l…
🌍 GlobalJournalWorld Bank, Washington, DC eBooks2026#Supply ChainDOI
Metals and Minerals Implementation Plan: Enabling Industries and Economic Growth
World Bank Group
The World Bank Group's implementation plan for its Metals and Minerals Strategy in emerging and developing economies. It addresses weak governance, infrastructure and human capital gaps, and limited private capital through eight solutions u…
Peer-reviewed🌍 GlobalJournalEnvironmental Research Letters2026#PolicyDOI
Assessing processes and evidence for highest possible ambition in Nationally Determined Contributions under the Paris Agreement
Julia Katharina Schönfeld, Setu Pelz, Hamish Beath +1
The Paris Agreement requires NDCs to reflect 'highest possible ambition' (HPA) but offers no guidance on assessing it. Building on UNFCCC reporting obligations, NDC synthesis reports, and research best practice, this paper sets out qualitat…
Peer-reviewedJournalResources2026#Energy TransitionDOI
Co-Exploration: A Strategy for Integrating Alternative Geosciences Resources for the Petroleum Industry in an Energy Transition Context
Romulo de Araújo Matos, Alexandre Salem Szklo
Proposes 'Co-exploration' as a diversification strategy for oil and gas companies to jointly assess geothermal, natural hydrogen, lithium in brines, CCS, and deep-sea mining using shared upstream geoscience capabilities. A compatibility mat…
Peer-reviewed🌍 GlobalJournalEnvironmental Research Letters2026#Climate ScienceDOI
Decomposing drivers of global temperature change after net zero
Annika Högner, Zebedee Nicholls, Gaurav Ganti
Proposes a diagnostic protocol decomposing post-net-zero temperature change into model-specific zero emissions commitment (ZEC) and scenario characteristics (non-CO2 mitigation, net-negative CO2). Using MAGICC across many scenarios, each de…
Peer-reviewedJournalResults in Engineering2026#Renewable EnergyDOI
Integrating Renewable Energy in Sustainable Construction
Ramani Bai Varadharajan, V Ramani Bai, G. Kangadharan
This study simulates rooftop solar PV integration for sustainable construction in Malaysia using PV*SOL Premium, with UCSI University's Block G as an urban case study. A 404 kWp system is projected to generate 554,078 kWh/year, demonstratin…
Peer-reviewed🇪🇺 EuropeJournalEnergy2026#Renewable EnergyDOI
Public attitudes and actions towards renewable energy in the EU countries: A micro-level analysis during the energy crisis
Ján Huňady, Mária Stachová
Using ~23,000 Flash Eurobarometer respondents across EU countries, the study analyzes determinants of attitudes toward and willingness to adopt renewable energy during the energy crisis. Logistic regression combined with classification tree…
Peer-reviewed🇪🇺 EuropeJournalInternational Review of Financial Analysis2026#Climate FinanceDOI
Climate change uncertainty and the cross-section of green and brown returns
Giuliano Curatola, Michael Donadelli, Ivan Gufler +2
Tests whether climate uncertainty is consistently priced across green and brown equity portfolios using multiple proxies (media coverage, policy uncertainty, social attention, Google trends). Risk premia vary in sign and size across proxies…
PreprintResearch Square2026#Climate FinanceDOI
Green Value Investing in the Banking Sector: The Effectiveness of a Green F-Score Strategy in Poland as a CEE Case Study
Muszyński M, Podgórski K
The paper builds a 'Green F-Score' combining financial efficiency metrics with EU Taxonomy Green Asset Ratio disclosures, tested on 10 Warsaw-listed banks (2023-2025). 'Green Leaders' portfolios earned a mean annual return of 60.43% and a P…
PreprintResearch Square2026#Energy EfficiencyDOI
Beyond PUE: A Boundary-Aware Primary-Energy Framework for Evaluating Self- Powered Computing Infrastructure, with Application to a Hybrid Offshore Floating Data Center
Sandler L
PUE only measures overhead within the facility boundary, excluding fuel-conversion and carbon-capture parasitic losses that dominate self-powered infrastructure. The authors propose a boundary-aware primary-energy metric (η_primary = η_cycl…
PreprintResearch Square2026#HydrogenDOI
Amal Bio-Energy: Hydrogen production throughout methane pyrolysis from purified biogas of agricultural wastes, for distributed generation
Garcia GSP, Ramón HA
This project presents a decentralized, carbon-neutral hydrogen prototype: agricultural waste feeds a biodigester producing biogas, purified to biomethane, then split via methane pyrolysis into ultra-clean hydrogen and solid carbon without c…
Peer-reviewedJournalJ-STAGE#Energy TransitionDOI
DHL's Climate Change Response and Management Strategy
DHLの気候変動対応と経営戦略
(著者不明)
An apparent case study of how DHL integrates climate action into corporate strategy. Without an abstract, details are unclear, but it likely examines how a major logistics firm embeds decarbonization into business strategy. Useful as a wind…