GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 13 open 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.
🇪🇺 Europe📚 Peer-reviewed · JournalPolicy brief2026#Transition FinanceDOI
Green finance or financing green? Bridging the EU’s sustainable-finance and capital-market architectures
Rebecca Christie
This paper critiques the EU's failure to integrate sustainable finance with capital markets policy. It argues that disclosure rules are overly complex and diverge from global standards, and recommends prioritizing technical fixes, diversify…
📚 Peer-reviewed · JournalEnergies2026#CCUSDOI
Fluid-Driven Opposed-Piston Pumps for Dense-Phase CO2 Injection: Direct Force Coupling and Energy Efficiency Analysis
Xiaoyu Wang, Hongtao Chen, H. Liang +4
This paper optimizes a hydraulically driven opposed-piston reciprocating pump for dense-phase CO2 injection in CCUS. By converting inlet pressure into auxiliary thrust, the design reduces peak driving oil pressure by 31.39% and achieves an …
🌍 Global📚 Peer-reviewed · JournalEnvironmental Engineering Research2026#AI × ESGDOI
AI applications in air pollution domain: A systematic review from flue gas treatment to air quality management and carbon capture
SangYoun Kim, T. Woo, Usama Ali +8
This systematic review of 906 publications (2016-2025) categorizes AI applications into flue gas treatment, air quality management, and CO2 capture. It identifies a shift from traditional monitoring to AI-driven surrogate modeling and gener…
🌍 Global📚 Peer-reviewed · JournalAustralian Energy Producers Journal2026#CCUSDOI
Session 8. Oral Presentation for: Reducing the cost of CO2 capture by improving the solvent regeneration process
J. Pandit
This oral presentation introduces CO2CRC's novel hybrid capture technology that reduces solvent regeneration costs through lower regeneration temperatures, reduced steam consumption, waste heat integration, and elimination of phase change, …
📚 Peer-reviewed · JournalSustainable Development2026#Climate FinanceDOI
Financial Systems as Enablers of
SDGs
7 and 13: An Ecosystem Approach to Financial Inclusion, Digitalisation, and Green Transition in
OECD
A. K. Alsharidi, Abiodun Toheeb Emiola
This study empirically evaluates how financial systems (development, inclusion, FinTech) affect carbon emissions and renewable energy adoption in 22 OECD economies (2012-2023). It finds that financial development alone increases emissions, …
CN📚 Peer-reviewed · JournalEnvironmental Systems Research2026#HydrogenDOI
The low-load trap in hydrogen systems: a nested RIS-PTE framework for regional synergy in China’s Yangtze River Delta
Yunmei Wu, Hua Huang, Xunyan Bao +3
This paper analyzes the low-load trap in hydrogen systems and proposes a nested RIS-PTE framework for regional synergy in China's Yangtze River Delta.
ConferenceInternational Conference on Industrial Mechatronics and Automation2026#Energy TransitionDOI
Hybrid Mixed-Integer Conic Optimization and Hierarchical Energy Scheduling for Integrated Source–Grid–Load–Storage Planning in Zero-Carbon Industrial Parks
Chenguang Zhu, Zongke Li, Liu Ning +2
This paper proposes an optimization method for energy system planning in zero-carbon industrial parks. It integrates hybrid mixed-integer conic optimization with hierarchical scheduling to jointly plan source, grid, load, and storage, aimin…
📚 Peer-reviewed · JournalApplied Energy & Artificial Intelligence2026#AI × ESGDOI
Role of Artificial Intelligence in Hydrogen-Based Green Energy Technologies
Ritik Raj, Survi Sinha, Atreyi Pramanik +1
This paper reviews how AI enhances efficiency, sustainability, and system integration across the hydrogen value chain. AI modeling and optimization improve environmental impact assessment of hydrogen production routes like waste polymer and…
📚 Peer-reviewed · JournalAdvanced Energy Materials2026#HydrogenDOI
Coupled Atmospheric Water Harvesting and Protonic Ceramic Electrolysis Enabling Self‐Sustained Green Hydrogen Production in Arid Regions
Cheng Huang, Yang Qu, Meijuan Fei +7
A self-sustained green hydrogen production system for arid regions combines atmospheric water harvesting with protonic ceramic electrolysis. Using a novel sorbent, it achieves continuous hydrogen output at 2.12 mL min−1 cm−2 under 30% RH wi…
📚 Peer-reviewed · JournalDiscover Electrochemistry2026#HydrogenDOI
Operando Raman spectroscopy for exploring catalyst structural and interfacial dynamics in industrial green hydrogen electrolyzers
Nisha Rajani, Sanjay A. Bhakhar, Pratik M. Pataniya +1
This study employs operando Raman spectroscopy to investigate catalyst structural and interfacial dynamics in industrial green hydrogen electrolyzers, providing insights for improving electrolyzer efficiency and understanding degradation me…
🇪🇺 Europe📚 Peer-reviewed · JournalJournal of Economic Studies2026#Disclosure InfrastructureDOI
Market reactions to the corporate sustainability reporting directive
V. Kumari, Waleed M. Al‐ahdal, H. Hashim
This study uses event study methodology to examine the stock market reaction to the implementation of the Corporate Sustainability Reporting Directive (CSRD) across 27 European Economic Area countries. Results show a significant positive cu…
🌍 Global📚 Peer-reviewed · JournalCorporate Social Responsibility and Environmental Management2026#AI × ESGDOI
Mapping Corporate Environment, Social, and Governance Discourses: Analysis of Korean Companies' Sustainability Reports (2014–2024)
Taedong Lee, Sinjae Kang, D. Utami +1
This study analyzes 634 sustainability reports (2014-2024) from the top 200 Korean firms using Structural Topic Modeling (STM). It identifies 13 topics and a phased shift: CSR and basic environmental management (2014-2018); workplace safety…
📚 Peer-reviewed · JournalInternational Academic Journal of Science and Engineering2026#AI × ESGDOI
A Vernacular Model of ESG Transformation Through South Asian Institutional Cultures
Lakshmi Narasimha Prasad Nagaragere, Dr.S. Prabakar
Proposes a vernacular ESG transformation model rooted in South Asian institutional cultures. Using AI-based environmental impact assessment and ESG reporting tools, the study demonstrates through pre/post case studies in family-owned busine…
📚 Peer-reviewed · JournalInternational Journal For Multidisciplinary Research2026#ESGDOI
Integrating Occupational Health and Safety into ESG Social Performance: A BRSR-Based Assessment Framework for Manufacturing Industries
H. Tatsad
This paper proposes a BRSR-based assessment framework integrating Occupational Health and Safety (OHS) into ESG social performance for manufacturing industries. It defines five dimensions (Governance, Risk Management, Employee Well-being, S…
📚 Peer-reviewed · JournalArabian Journal of Business and Management Review2026#ESGDOI
The impact of corporate governance quality on non-financial disclosure levels: Evidence from Saudi listed companies
Rasha Fallatah
This study examines how corporate governance quality (board independence, gender diversity, audit committee activity) influences ESG disclosure levels in Saudi listed firms using panel data from 2019-2024. It expects positive associations, …
📚 Peer-reviewed · JournalAKUA: Jurnal Akuntansi dan Keuangan2026#ESGDOI
Pengaruh Pemanfaatan Sistem Informasi Akuntansi dan Kinerja Sosial terhadap Pengungkapan Keberlanjutan pada Perusahaan ESG Quality 45
Yudan Hartawan, Acep Komara, Mada Purwanto W. N
This study analyzes the influence of accounting information system utilization and social performance on sustainability disclosure quality, using data from companies listed on the IDX KEHATI ESG Quality 45 index over 2021-2024. Quantitative…
📚 Peer-reviewed · JournalNaukovi pratsi NDFI2026#ESGDOI
Sustainability reporting as a tool for ensuring transparency and economic security of state-owned enterprises in the security and defense sector
Yana Oliinyk, D. Saienko
This paper examines the role of sustainability reporting for state-owned enterprises in the security and defense sector. It analyzes international frameworks (GRI, ISSB, CSRD, ESRS) and argues that such reporting enhances transparency, econ…
📚 Peer-reviewed · JournalNaukovi pratsi NDFI2026#ESGDOI
Sustainability reporting in the risk assessment system of economic security of business entities
Кonstantin Lagunov, Andriy Shvaher
This conceptual paper argues that sustainability reporting provides a comprehensive information base for assessing economic security risks of business entities. It demonstrates how disclosures based on ESRS can serve as analytical tools for…
📚 Peer-reviewed · JournalTaxation and Public Finance2026#ESGDOI
Strategic ESG Legitimacy Model: Integrating SWOT Analysis and GRI Indicators to Assess Corporate Sustainability Performance
Evana Pasaribu, Ressa Uli Patrissia
A case study of PT ABC Tbk, a large Indonesian coal mining company, using SWOT analysis integrated with GRI material topics to assess its 2024 sustainability report. The company's ESG performance is average (internal score 2.16, external 2.…
📚 Peer-reviewed · JournalJURNAL EKSPLORASI AKUNTANSI2026#ESGDOI
The Role of Sustainability Disclosure in Shaping the Performance of State-Owned Enterprises: An Indonesian Perspective
S. Komalasari, Khalilul Rahman, Andesta Brilian Nelson
This study examines the relationship between sustainability disclosure (measured by GRI indicators) and corporate performance of Indonesian state-owned enterprises (SOEs) from 2018 to 2022. Using regression analysis on 61 non-bank SOEs, it …