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 · 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 …
🌍 Global📚 Peer-reviewed · JournalFrontiers in Climate2022#CCUSDOI
Adapting the Technology Performance Level Integrated Assessment Framework to Low-TRL Technologies Within the Carbon Capture, Utilization, and Storage Industry, Part I
Mendoza N.
This paper proposes adapting the Technology Performance Level (TPL) integrated assessment framework to low Technology Readiness Level (TRL) technologies in the CCUS industry. Part I presents the theoretical basis and application procedure, …
🌍 GlobalJournalSociety of Petroleum Engineers SPE AAPG Seg Carbon Capture Utilization and Storage Conference and Exhibition Ccus 20262026#CCUS
Society of Petroleum Engineers - SPE/AAPG/SEG Carbon Capture, Utilization, and Storage Conference and Exhibition, CCUS 2026
(著者不明)
This conference focuses on the latest advances in carbon capture, utilization, and storage (CCUS) technologies, featuring technical presentations and exhibitions. While specific findings are not available, it covers a critical area for achi…
🌍 Global📚 Peer-reviewed · JournalIEEE Transactions on Automation Science and Engineering2025#CCUSDOI
Sustainable Operation of CCUS Units Under Low-Carbon Economics
Song Z.
This paper explores methods for sustainable operation of CCUS units within a low-carbon economic framework. It focuses on balancing economic viability and environmental effectiveness, analyzing the impact of policy incentives.
🌍 Global📚 Peer-reviewed · JournalCleaner Engineering and Technology2025#HydrogenDOI
Hydrogen economy research using Latent Dirichlet Allocation topic modeling: Review, trends and future directions
AlKhader W.
This paper reviews hydrogen economy research using Latent Dirichlet Allocation topic modeling, systematically identifying trends and future directions for decarbonization.
🌍 Global📚 Peer-reviewed · JournalInternational Journal of Hydrogen Energy2022#HydrogenDOI
Building the green hydrogen market – Current state and outlook on green hydrogen demand and electrolyzer manufacturing
Wappler M.
This paper analyzes the current state of the green hydrogen market, focusing on demand trends and the outlook for electrolyzer manufacturing. It highlights cost reduction pathways, policy support, and key challenges for scaling up green hyd…