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 · JournalElectric Power Systems Research2026#Energy TransitionDOI
Hybrid AI-based energy forecasting and multi-objective optimisation for industrial decarbonisation: A UK Net Zero case study
Sami Astan, Kavan Fatehi, Amin Hajizadeh
This paper proposes a hybrid AI approach combining machine learning and physical models for energy forecasting and multi-objective optimization in industrial decarbonization. Through a UK Net Zero case study using real factory data, it demo…
📚 Peer-reviewed · JournalSustainable Futures2026#Energy TransitionDOI
Policy-aligned energy transition pathways for Nepal: demand projections and decarbonization strategies through 2035
Uday Raj Kafle
This paper presents demand projections and decarbonization strategies for Nepal's energy transition through 2035. Using policy-aligned scenario analysis, it outlines specific pathways for renewable energy deployment and emission reductions,…
📚 Peer-reviewed · JournalCleaner and Responsible Consumption2026#Energy TransitionDOI
Decarbonization Indonesia's housing sector: Integrative supply-demand analysis and consumer preferences for timber substitution
Roiswahid Dimas Pangestu, Dewi Larasati, Aswin Indraprastha
This paper presents an integrative supply-demand analysis and consumer preference study for timber substitution in Indonesia's housing sector to achieve decarbonization. It assesses the potential for carbon reduction through increased timbe…
📚 Peer-reviewed · JournalEnergy Policy2026#Energy TransitionDOI
Bytes into watts: Input–output tracking of energy-sector digitalization and its decarbonization effect
Baojun Tang, Junyu Chen, Changjing Ji +1
This paper tracks the digitalization of the energy sector using input-output analysis and empirically evaluates its decarbonization effects. It clarifies pathways through which digital technology adoption improves energy efficiency and redu…
📚 Peer-reviewed · JournalEnvironmental Policy and Governance2026#Energy TransitionDOI
The Dynamics of the Policy Mix and Sectoral Gaps in South Korea's Decarbonization Transition
Yong Hwan Kim, Kyung Nam Kim
Using a dynamic cross-correlation function, this paper analyzes South Korea's decarbonization policy mix across industry, transport, and residential sectors (2000-2022). It reveals that upstream policy inputs create an 'illusion of innovati…
🇪🇺 Europe📚 Peer-reviewed · JournalSustainability Science2026#Energy TransitionDOI
Pathways to EU decarbonization: the role of green investment and R&D activity
Aleksy Kwilinski, Oleksii Lyulyov, Tetyana Pimonenko
This study examines how green investment and R&D affect renewable energy and CO2 emissions across 26 EU countries from 2004-2023. Using fixed-effects and threshold models, it finds an inverted U-shaped relationship for investment, with inst…
🇪🇺 Europe📚 Peer-reviewed · JournalEnergy2026#Energy TransitionDOI
District heating in Lomża – How a polish city responded to EU energy measures towards decarbonisation of economy
Mieczysław Dzierzgowski, Adam Cenian
This paper examines the case of Lomża, a Polish city, focusing on its district heating system's response to EU energy measures for decarbonization. It analyzes how local policies and EU funding facilitated the transition, offering insights …
📚 Peer-reviewed · JournalEnvironmental Impact Assessment Review2026#Energy TransitionDOI
Comparative prospective life cycle assessment of decarbonization strategies in the Saudi cement industry
Glenda Terán-Cuadrado, Anissa Nurdiawati, Sami G. Al-Ghamdi
This paper conducts a comparative prospective life cycle assessment of decarbonization strategies in the Saudi cement industry, quantifying emission reduction potentials and environmental trade-offs. It provides insights for industrial tran…
📚 Peer-reviewed · JournalEnergy Economics2026#Energy TransitionDOI
Balancing climate action for greater transport decarbonisation: An avoid-shift-improve driven network data envelopment analysis framework
Keyvan Hosseini, Saeed Assani, Agnieszka Stefaniec +3
This paper proposes a novel evaluation framework integrating the avoid-shift-improve approach with network data envelopment analysis (DEA) to accelerate transport decarbonisation. It enables quantitative assessment of climate actions and ef…
🇪🇺 Europe📚 Peer-reviewed · JournalOmega2026#Energy TransitionDOI
Robustness analysis for adaptive optimization with application to industrial decarbonization in the Netherlands
Justin Starreveld, Gregor Brandt, Jaron Davelaar +3
This paper presents a robustness analysis for adaptive optimization, applied to industrial decarbonization in the Netherlands. It evaluates robustness under uncertainty, informing decarbonization strategies for industrial processes. The fin…
🇪🇺 Europe📚 Peer-reviewed · ConferenceInternational Conference “Environmental Engineering”2026#Energy TransitionDOI
Air-source heat pump integration to support district heating decarbonization in Lithuanian climate
Juozas Bielskus, Artur Rogoža, Violeta Misevičiūtė +2
This study evaluates integrating air-source heat pumps and thermal energy storage into district heating networks in Lithuania. Using techno-economic modeling with energyPRO software, it shows that the hybrid configuration can cut natural ga…
CN📚 Peer-reviewed · JournalUtilities Policy2026#Energy TransitionDOI
How artificial intelligence amplifies decarbonization in urban waste management: Causal evidence from China
Jianxian Wu, Hui Jin, Haowen Wu
This study provides causal evidence from China on how AI amplifies decarbonization in urban waste management. It finds that AI adoption significantly reduces carbon emissions through improved waste processing efficiency. The findings offer …
🇺🇸 USA📚 Peer-reviewed · JournalPublic Works Management & Policy2026#Energy TransitionDOI
Port Electrification as Strategic Innovation: Integrating Port Technology, Policy, and Management for Decarbonization
Esther Konan, Christopher D. Smith
This narrative review frames port electrification as a strategic innovation, analyzing how technological, policy, and management dimensions reshape port business models. Using US case studies (Los Angeles, Long Beach, Houston, Seattle, Clev…
📚 Peer-reviewed · JournalApplied Energy2026#Energy TransitionDOI
Quantifying the integrated contribution of short-term energy storage under increasing energy decarbonisation and meteorological uncertainty
Zhuoluo Sun, Jingjing Jiang
This paper proposes a method to quantify the integrated contribution of short-term energy storage under increasing decarbonization and meteorological uncertainty. It provides insights for evaluating the economics of storage as renewable pen…
📚 Peer-reviewed · JournalEnergy Conversion and Management: X2026#Energy TransitionDOI
Integrated modeling and assessment of municipal solid waste use for aviation decarbonization
Nicolás Martínez-Ramón, Ismael Díaz, Diego Iribarren +1
This study provides an integrated modeling and assessment of converting municipal solid waste (MSW) into aviation fuel to achieve decarbonization. It analyzes the linkage between waste management and aviation fuel production, evaluating gre…
CN📚 Peer-reviewed · JournalSustainability2026#Energy TransitionDOI
Multidimensional Comparative Assessment of Decarbonization Technologies for Cement Production: Evidence from China
Lianmian Shen, Li Qian, Xuan Zhou +4
This study evaluates six decarbonization technologies for Chinese cement production using LCA and a multi-attribute decision-making model. Biomass fuel substitution and high grinding efficiency achieve the best synergistic reduction of poll…
🇪🇺 Europe📚 Peer-reviewed · JournalEnergy and Buildings2026#Energy TransitionDOI
Modeling policies for the EU building stock decarbonization at sub-national resolution
E. Cofler, F.P. Colelli, G. Falchetta +1
This paper models the impact of decarbonization policies on the EU building stock at a sub-national resolution. It provides a methodology to analyze policy effectiveness at local levels, contributing to more targeted climate mitigation stra…
📚 Peer-reviewed · JournalCleaner and Responsible Consumption2026#Energy TransitionDOI
Climate equity and decarbonization pathways: structural determinants of national green economy performance
Boonlert Jitmaneeroj
This paper examines the structural determinants of national green economy performance, focusing on climate equity and decarbonization pathways. While details are unavailable from the abstract alone, it likely explores policy and economic fa…
📚 Peer-reviewed · JournalNexus2026#Energy TransitionDOI
Precision decarbonization for clean dairy farming with digital twin and edge intelligence
Cheng Feng, Kristan F. Reed, Julio O. Giordano +1
This paper proposes a precision decarbonization approach for dairy farming using digital twin and edge intelligence. By leveraging real-time data and simulation, it optimizes energy use and emissions, paving the way for sustainable agricult…
📚 Peer-reviewed · JournalSustainable Cities and Society2026#Energy TransitionDOI
Equity-aware optimization for urban transit decarbonization: Modeling and case study
Jing Wang, Qiao Chen, Sophie Nicholls +1
This paper develops an equity-aware optimization model for decarbonizing urban transit systems and demonstrates its application through a case study. It balances emission reductions with equitable distribution of benefits, offering insights…