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.
🌍 Global📚 Peer-reviewed · JournalManagement Systems in Production Engineering2025#ESGDOI
Evaluating ESG Software Solutions for Sustainability Reporting in the Manufacturing Sector
Hąbek P.
This paper evaluates ESG software solutions for sustainability reporting in manufacturing, comparing features and applicability to guide practitioner choice.
🇪🇺 Europe📚 Peer-reviewed · JournalJournal of Financial Reporting and Accounting2024#ESGDOI
The European sustainable finance disclosure regulation (SFDR) and its influence on ESG performance and risk in the fund industry from a multi-regional perspective
Martinez-Meyers S.
This paper analyzes the impact of the EU's Sustainable Finance Disclosure Regulation (SFDR) on ESG performance and risk in the fund industry from a multi-regional perspective. It suggests that the regulation has influenced investment behavi…
🌍 Global📚 Peer-reviewed · JournalApplied Economics Letters2026#GreenwashingDOI
Green in name only? The role of ESG committees in corporate greenwashing
Peng L.
This paper investigates the role of ESG committees in corporate greenwashing. It examines whether ESG committees reduce or enable greenwashing, providing insights into the effectiveness of governance structures in ensuring credible environm…
🌍 Global📚 Peer-reviewed · JournalAccounting Horizons2025#Disclosure InfrastructureDOI
The Double Materiality Audit: Attestation of ESG Disclosures in Financial Statements
Appelbaum D.
This paper explores audit methodology applying double materiality to attestation of ESG disclosures in financial statements. It presents a framework for enhancing reliability of sustainability reporting, with implications for investors and …
🌍 Global📚 Peer-reviewed · JournalFrontiers in Sustainable Food Systems2022#Scope 3DOI
Evaluating Greenhouse Gas Emissions and Climate Mitigation Goals of the Global Food and Beverage Sector
Reavis M.
This paper evaluates greenhouse gas emissions and climate mitigation goals across the global food and beverage sector, likely analyzing Scope 1, 2, and 3 emissions and alignment with science-based targets.
🌍 Global📚 Peer-reviewed · JournalEnvironmental Research Letters2025#PolicyDOI
Do industrial decarbonization policies deliver? A global assessment of policy effectiveness across 150 nations, 1990-2020
Thombs R.P.
This paper empirically evaluates the effectiveness of industrial decarbonization policies across 150 nations from 1990 to 2020. It analyzes the relationship between policy types, implementation, and emission reductions, offering insights fo…
🌍 Global📚 Peer-reviewed · JournalEnergy Conversion and Management2021#Energy TransitionDOI
Net zero in the heating sector: Technological options and environmental sustainability from now to 2050
Slorach P.C.
This paper examines technological options for achieving net zero in the heating sector from now to 2050, focusing on environmental sustainability. It compares technologies such as heat pumps, hydrogen, and district heating, evaluating their…
🌍 Global📚 Peer-reviewed · JournalRemote Sensing Letters2026#CCUSDOI
Artificial Intelligence-driven techniques aiding Carbon Capture, Utilization, & Storage (CCuS): a roadmap
Mariam Valladares-Castellanos, Sreekanta Das, Supratik Mukhopadhyay +4
This paper presents a roadmap for applying AI techniques to Carbon Capture, Utilization, and Storage (CCUS). It discusses how AI can optimize processes, improve predictions, and enable real-time monitoring, thereby enhancing CCUS efficiency…
🇪🇺 Europe📚 Peer-reviewed · JournalChemie Ingenieur Technik2026#CCUSDOI
Internal Carbon Cycles in the Steel Industry: Pathways for CO <sub>2</sub> Management and Carbon Capture Utilization
Florian Haakmann, Nina Kolbe, Julian Suer +2
This review examines the technical feasibility and environmental benefits of internal carbon cycles and CCU integration in the steel industry. It proposes a structured classification of internal carbon cycles by gas stream, conversion step,…
🌍 Global📚 Peer-reviewed · JournalConstruction and Building Materials2026#Energy TransitionDOI
Low-carbon composite binders with high contents of Icelandic volcanic pozzolan and silicomanganese slag: Hydration kinetics, microstructure and strength development
DS Hettiarachchi, S.M.Samindi M.K. Samarakoon, Kidane F. Gebremariam +1
This paper investigates low-carbon binders with high replacements (50-90%) of Icelandic volcanic pozzolan and silicomanganese slag. At 50% replacement, 28-day strength matches ordinary Portland cement (75-85 MPa). Even at 70% replacement, s…
🌍 Global📚 Peer-reviewed · JournalJournal of the American Chemical Society2026#CCUSDOI
Covalent Organic Frameworks with Deep Eutectic Linkages for Low-Concentration Carbon Capture
Hui Li, Xiansong Shi, Weiwei Li +4
This study develops a covalent organic framework with deep eutectic linkages (Im-TBD) for low-concentration CO2 capture. It achieves high CO2/N2 selectivity (1711 under DAC, 230 under NGCC flue gas) and low regeneration temperature (60°C) w…
🌍 GlobalConference2026 International Conference on AI Innovations and Industry (ICAIII)2026#HydrogenDOI
Machine-Learning-Driven Operational Optimisation of Electrolyser-Based Hydrogen Production Using a Physics-Informed Digital Twin for UK Industrial Clusters
M. Tariq, Irfan Ahmed
This paper proposes an operational optimization framework for electrolyser-based hydrogen production by integrating a physics-informed digital twin with machine learning. Applied to UK industrial clusters, it demonstrates significant reduct…
🇨🇳 China📚 Peer-reviewed · JournalCell Reports Sustainability2026#Energy TransitionDOI
Unequal environmental burdens amid uneven economic gains in the global low-carbon power transition
Rao Fu, Jiashuo Li, Peipei Tian +6
This study traces the cross-border relocation of environmental pressures and value added in global power supply chains from 1995 to 2019. It finds that developed regions capture over 83% of value added from the low-carbon transition while o…
🌍 Global📚 Peer-reviewed · JournalAdvanced Energy Materials2026#HydrogenDOI
Navigating Interfacial Complexities in Direct Seawater Electrolysis: Towards Scalable and Sustainable Green Hydrogen
Liyuan Zhou, Fuqing Yu, Lebin Cai +3
This review comprehensively examines interfacial instabilities hindering direct seawater electrolysis (DSE) for green hydrogen. It analyzes failure mechanisms including chlorine competition, mineral scaling, and microbial corrosion, proposi…
🌍 Global📚 Peer-reviewed · JournalIEEE Access2026#HydrogenDOI
A Guided Safe Reinforcement Learning Framework for Adaptive Energy Management in Green Hydrogen Production Systems
L. N. Mukena, Tom Wanjekeche, A. T. Ndapuka
This paper proposes a guided safe reinforcement learning framework for adaptive energy management in green hydrogen systems, integrating Soft Actor-Critic with a safety shield to ensure operational constraints. Validated on a year-long rene…
🌍 GlobalJournalIIASA PURE (International Institute of Applied Systems Analysis)2026#Policy
Progress of major emitters towards climate targets: 2025 Update
Dafnomilis, I., Scheewel, J.L., den Elzen, M. +19
This report analyzes emission trends of 25 major emitters and projects aggregated emissions for 2025, 2030, and 2035 under full implementation of existing policies. The lower projection shows a decrease, while the higher projection indicate…
🌍 GlobalConferenceSPE Conference at Oman Petroleum & Energy Show2026#Carbon PricingDOI
System Dynamics of Carbon Price Volatility and Clean Technology Investment: A Causal Loop Analysis with Global Market Validation
Taiwo Adenusi
This paper develops a system dynamics model of carbon price volatility and clean tech investment, using data from 80 carbon pricing instruments and 18,000 renewable projects. It finds that volatility reduction stimulates investment more tha…
🌍 GlobalConference2026 11th Asia Conference on Power and Electrical Engineering (ACPEE)2026#Carbon PricingDOI
Joint Simulation Framework for Coupled Electricity–Carbon Trading in Integrated Energy Systems under Carbon Neutrality
Tianyou Xie, Ping Zhao, Ronggen Wang +5
This paper proposes a joint simulation framework for coupled electricity and carbon trading in integrated energy systems under carbon neutrality. The framework models interactions between the two markets and evaluates impacts on system oper…
🌍 Global📚 Peer-reviewed · JournalSustainable Development2026#Energy TransitionDOI
Probing the Energy Trilemma Pillars: Do Innovation Pathways Deliver Cleaner and More Equitable Energy Systems?
Kingsley Imandojemu, Omozele Lynda Showunmi, Felix Orole +3
This study examines how innovation affects the energy trilemma (security, equity, sustainability) across 115 countries from 2011 to 2023 using long-difference regression. It finds that innovation initially disrupts energy security and equit…
🌍 GlobalPreprintZenodo2026#HydrogenDOI
Implementation Risk under Transition Uncertainty in Clean-Hydrogen Investment: A Real-Options Framework with Time-Varying Empirical Identification
Saakstra, Sake
This paper proposes a real-options framework with time-varying empirical identification to evaluate implementation risk in clean-hydrogen investment under transition uncertainty. It empirically analyzes four policies (US 45Q, EU Innovation …