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-reviewedJournalCell Reports Physical Science2026#Energy TransitionDOI
Mapping carbon intensities of circular battery and hydrogen technologies as key players in carbon-neutral transitions
Yuekuan Zhou, Zhaohui Dan, Aoye Song +1
This paper systematically maps the life-cycle carbon intensities of circular battery and hydrogen technologies, assessing their roles in carbon-neutral transitions. By comparing technologies, it identifies high-impact decarbonization option…
Peer-reviewed🇨🇳 ChinaJournalJournal of Building Engineering2026#Energy TransitionDOI
Toward low carbon utilization of non-spontaneous combustion coal gangue in building engineering: A Kolmogorov-Arnold Networks and life-cycle assessment driven multi-objective optimization approach for sustainable concrete design
Zheng Wang, Yuzhuo Zhang, Jinlong Liu +3
This study proposes a multi-objective optimization approach integrating Kolmogorov-Arnold Networks (KAN) and life-cycle assessment (LCA) to design sustainable concrete using coal gangue as aggregate. It aims to balance strength, cost, and e…
Peer-reviewed🇨🇳 ChinaJournalBioresource Technology2026#Energy TransitionDOI
Low-carbon cork agglomerated materials via chitosan/blocked isocyanate adhesive: Cross-linking mechanism, high performance, and life cycle assessment
Jiaxing Zhang, Jingjing Li, Yibo Li +12
This study develops low-carbon cork agglomerated materials using chitosan and blocked isocyanate adhesive, evaluating cross-linking mechanism and material performance. Life cycle assessment quantifies environmental impacts, suggesting poten…
JournalZenodo (CERN European Organization for Nuclear Research)2026#Energy TransitionDOI
Supplemental Materials for "Constrained Reinforcement Learning Scheduling for Low-Carbon IES Considering P2G-CCS Coupling and District Heating Network Thermal Inertia"
Zhang Hao, Lan Sheng
This supplemental material accompanies a study applying constrained reinforcement learning (SAC-based) to low-carbon integrated energy system (IES) scheduling with P2G-CCS coupling and district heating network thermal inertia. It provides s…
Journal2026#Energy TransitionDOI
Integration of thermal and electricity networks
(著者不明)
This chapter discusses the integration of thermal and electricity networks as a key theme in the transition to low-carbon energy systems. Electrification of heat and expansion of thermal networks create synergies and challenges. Thermal sto…
Peer-reviewedCNJournalInternational Journal of Energy and Water Resources2026#Energy TransitionDOI
The effect of Sino-American tensions on China’s energy transition
M. Sebri, A. Benhamed, H. Dachraoui
This paper analyzes the impact of Sino-American tensions on China's energy transition. It examines how geopolitical factors influence the shift to renewable energy and technology policy, offering insights into the interplay between internat…
Peer-reviewedJournalInternational Journal of Innovative Science and Research Technology (IJISRT)2026#Energy TransitionDOI
AI for Sustainable Energy Management in Smart Cities in Nigeria
Stella Ebere Edeh, Chinagolum Ituma, Maduabuchi Ignatius Edeh +1
This study explores AI-driven smart energy management systems to address rising urban energy demand in Nigeria. It proposes a modular architecture integrating IoT, smart meters, and weather data for demand forecasting, anomaly detection, pr…
JournalIntechOpen eBooks2026#Energy TransitionDOI
Decarbonizing Power Systems: Novel Architectures, Flexibility Mechanisms and Control Strategies for Net-Zero Emissions
Taha Selim Üstün
This chapter reviews recent progress in decarbonizing power systems, focusing on integrating high shares of renewables. It addresses challenges such as intermittency, reduced inertia, and the need for new control strategies, and presents pl…
Peer-reviewedJournalApplied Corpus Linguistics2026#Energy TransitionDOI
Environmental or economic crisis: A multi-method analysis of green energy transition in left- and right-leaning UK newspapers 2015-2024
Yingnian Tao, Mark Ryan
This paper analyzes how UK newspapers from 2015-2024 frame green energy transition, comparing left- and right-leaning outlets using multiple methods. It reveals differences in emphasizing environmental versus economic crisis narratives, off…
Journal2026#Energy TransitionDOI
Socio-Economic Impact of the Green Transition
Erika Džajić Uršič, Tamara Besednjak Valič, Alenka Pandiloska Jurak +1
This chapter provides an overview of the socio-economic implications of the green transition, focusing on challenges such as rising energy prices and the affordability of green technologies like electric cars. It argues that without careful…
🌍 GlobalJournalEnvironmental footprints and eco-design of products and processes2026#Energy TransitionDOI
Reimagining Growth: ICT-Driven Green Growth Transition in Emerging BRICS Economies
Shikha Daga, Remy Jonkam Oben, Kyla L. Tennin
This paper examines the relationship between ICT and green growth in emerging BRICS economies, analyzing the role of ICT investment in balancing environmental sustainability and economic growth. It includes policy recommendations, though sp…
PreprintZenodo2026#Energy TransitionDOI
Nanomaterials and their Applications in Energy and Environment: A Comprehensive Review
Geetha V
This review highlights recent advances in nanomaterials for energy conversion and storage (solar cells, batteries, supercapacitors, fuel cells, hydrogen production) and environmental applications (wastewater treatment, air-pollution control…
🇺🇸 USADatasetZenodo2026#Energy TransitionDOI
Code and Data for "A Multi-Model Assessment of the Air Quality and Health Impacts of US Energy Decarbonization"
Shi, Wangjinyu
This resource provides code and data for a multi-model assessment of air quality and health impacts of US energy decarbonization scenarios. It enables reproducible analysis of co-benefits (health improvements from reduced air pollution) of …
Peer-reviewed🇨🇳 ChinaJournalWorld Electric Vehicle Journal2026#Energy TransitionDOI
Chance-Constrained and CVaR Optimal Dispatch for Co-Phase Traction Power Supply System with PV and HESS
Shaofeng Xie, Jingyuan Qi, Hui Wang +2
This paper proposes a risk-aware optimal dispatch framework for co-phase traction power supply systems (CTPSS) with PV and hybrid energy storage. It integrates probabilistic PV forecasting using parallel TCN-BiLSTM-Attention and t-Copula sc…
Peer-reviewed🇨🇳 ChinaJournalnpj Clean Energy2026#Energy TransitionDOI
Meteorological drivers and triggering mechanisms of wind and solar electricity droughts: insights from China’s first provincial-level dataset
Bin Li, Juntao Zhang, Chuntian Cheng
This study constructs China's first provincial-level dataset of wind and solar electricity droughts (WSEDs) using 2016-2024 data from Yunnan province. It finds wind and solar droughts occur about nine and six times per year respectively, wi…
Peer-reviewed🇨🇳 ChinaJournalScientific Reports2026#Energy TransitionDOI
Utilising urban energy structure as a carbon management strategy for carbon emissions mitigation and climate neutrality
Yige Sun, Xiaonan Tang
This study constructs an energy structure influencing factors (ESIF) evaluation system using improved principal component analysis, and develops a carbon emission prediction model for three Yangtze River Delta cities (Suzhou, Wuxi, Nanjing)…
Peer-reviewed🇪🇺 EuropeJournal2022#Energy TransitionDOI
Methodology for designing an Energy Community and its application to the municipality of Vinalesa
Molina-Cañamero, Laura, Peñalvo-López, Elisa, León-Martínez, Vicente +1
This paper proposes a methodology for designing energy communities, assessing technical and economic feasibility using Homer Grid software. Applied to Vinalesa, Spain, it optimizes a system with 870 kW PV and 1.08 MWh battery storage, achie…
🇪🇺 EuropeJournal2025#Energy Transition
Diseño de un sistema de alimentación híbrido para un reactor electroquímico de entre 15 kW y 21 kW: Comparación, bajo criterios técnico-operativos, energéticos y económicos, de una solución mediante el bus principal en corriente continua y en corriente alterna ; Design of a hybrid power supply system for an electrochemical reactor between 15 kW and 21 kW: Comparison, under technical-operational, energy and economic criteria, of a solution using the main bus in direct current and alternating c...
Sánchez Vicente, Ximo
This thesis designs a hybrid power supply for an electrochemical water denitrification reactor, combining PV, hydrogen fuel cell, and grid. It compares DC vs AC main bus configurations under technical, energy, and economic criteria, includi…
🌍 GlobalConferenceSystem Simulation in Buildings 2014, liege, Belgium [BE], du 10 décembre 2014 au 12 décembre 20142014#Energy Transition
Simulation of a passive house coupled with a reversible heat pump/organic Rankine cycle unit
Dumont, Olivier, Carmo, Carolina, Randaxhe, François +2
This paper presents a dynamic model of a passive house in Denmark with solar absorber, ground heat exchanger, and a reversible HP/ORC unit. Three modes (ORC, direct heating, HP) are optimally selected based on weather and demand. Peak ORC p…
Peer-reviewedJournalRenewable and Sustainable Energy Reviews2025#Energy TransitionDOI
Towards objective evaluation of the accuracy of marginal emissions factors
Koebrich S.
This paper proposes a methodology for objectively evaluating the accuracy of marginal emissions factors (MEFs) in power systems. MEFs are crucial for calculating emission reduction impacts, and quantifying their uncertainty could contribute…