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.
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…
Peer-reviewedJournalSustainable Energy Technologies and Assessments2026#Energy TransitionDOI
Assessing greenhouse gas emissions from microalgae-based and food waste-derived sustainable aviation fuels in South Korea
Park S.
This paper assesses life-cycle GHG emissions of sustainable aviation fuels (SAF) derived from microalgae and food waste in South Korea, comparing them with conventional jet fuel. It identifies emission reduction potentials and challenges fo…
Peer-reviewedJournalJournal of Cleaner Production2025#Energy TransitionDOI
Impacts of energy system decarbonisation strategies on nitrogen oxides and fine particulate matter: A UK case study
Brighty A.
This study evaluates the impacts of UK energy system decarbonisation strategies on air quality, specifically nitrogen oxides and fine particulate matter. By comparing different decarbonisation pathways, it quantifies the co-benefits of clim…
Peer-reviewed🇪🇺 EuropeJournalClimate Policy2024#Energy TransitionDOI
Deconstructing corporate net-zero and climate neutrality targets in the German chemical industry
Riedel F.
This paper analyzes corporate net-zero and climate neutrality targets in the German chemical industry, revealing diversity in definitions and scope. It examines the realities and challenges of corporate targets in chemical sector decarboniz…
Peer-reviewedJournalBMJ Open2026#Energy TransitionDOI
Environmental impact of NanoNeedle arthroscopy versus conventional knee arthroscopy: a hybrid carbon footprint analysis
Evan Argintar, Chiara-Maria Homann, Rosie Hillson +5
This study compares greenhouse gas emissions of NanoNeedle arthroscopy (NA) versus conventional arthroscopy (CA) for non-complex knee procedures in the UK NHS using hybrid carbon footprint analysis. CA emitted 77.0 kgCO2e per procedure, whi…
Peer-reviewed🇨🇳 ChinaJournalEnergy Technology2026#Energy TransitionDOI
Evolution of Voltage Source Converter‐Based High‐Voltage Direct Current Protection Technologies and Emerging Intelligence Trends Enabled by Large Language Models
Yi Su, Houzhi Wu, Mao Tan +2
This review examines protection technologies for VSC-HVDC systems in renewable-dominated grids, identifying three paradoxes: speed-reliability trade-off, lab-field generalization gap, and intelligence-explainability tension. It proposes an …
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#Energy TransitionDOI
From Energy Projects Toward Green Industrialization: China–Morocco Energy Cooperation Under Geoeconomic Fragmentation
Zhiyi Lu, Samar Khamlichi, Yonghong Hong
This qualitative case study examines whether China-Morocco energy cooperation is shifting from individual projects to green industrialization, analyzing 12 projects from 2016 to 2026. Findings show an emerging but uneven shift, with industr…
Peer-reviewedJournal2026#Energy TransitionDOI
A critical review of pathways, fuels, and challenges to achieving decarbonization strategies in the maritime sector
Marek Dzida, Lan Huong Nguyen
This review comprehensively analyzes regulatory frameworks, energy-efficiency technologies, alternative fuels, techno-economic factors, and transition strategies for maritime decarbonization. It compares fuels like LNG, methanol, hydrogen, …
Peer-reviewed🇨🇳 ChinaJournalEnergy Technology2026#Energy TransitionDOI
Application of Carbon Materials in Lithium‐Ion Batteries
Shucun Li, Mengqi Guo, Miao Zhu
This review systematically examines the roles and properties of carbon materials (graphite, amorphous carbon, graphene, carbon nanotubes) in lithium-ion batteries (LIBs), discussing their impact on battery performance and key challenges. It…
Peer-reviewedJournalJournal of Cleaner Production2026#Energy TransitionDOI
Decentralized carbon-aware hierarchical coordination of multi-layer power networks through locational marginal carbon intensity propagation
Salman Habib, Emad M. Ahmed, Muhammad Majid Gulzar +3
This paper proposes a decentralized carbon-aware hierarchical coordination method for multi-layer power networks using locational marginal carbon intensity propagation. It aims to achieve system-wide decarbonization efficiently while preser…
Peer-reviewedJournalElectric Power Systems Research2026#Energy TransitionDOI
Joint clearing strategy for power-carbon-frequency regulation markets considering dynamic carbon pricing and green certificate mechanisms
Ruijie Xu, Yongfeng Ren, Zhi Li +3
This paper proposes a joint clearing strategy for power, carbon, and frequency regulation markets, incorporating dynamic carbon pricing and green certificate mechanisms. It aims to align market efficiency with decarbonization goals, offerin…
Peer-reviewedJournalApplied Thermal Engineering2026#Energy TransitionDOI
A Review of LNG cold energy for power generation: hybrid thermodynamic cycles, hydrogen integration and carbon capture
Bhalchandra Shingan, Kanchan Deoli Bahukhandi, Adarsh Kumar Arya +1
This review comprehensively analyzes power generation technologies utilizing LNG cold energy. It compares hybrid thermodynamic cycles, hydrogen integration, and carbon capture approaches, evaluating potential improvements in energy efficien…