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.
Peer-reviewedJournalSpringer Link (Chiba Institute of Technology)2026#EV & TransportDOI
Simulation of EV behavior as storage for energy communities
Alexandru Sorin Nistor, George Cristian Lazaroiu, Georgiana Balaban +2
This paper simulates an energy community (EC) that uses electric vehicles (EVs) as a battery energy storage system (BESS) instead of stationary storage, aiming to minimize energy costs under various operational scenarios. It supports the tr…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#EV & TransportDOI
Spatiotemporal Carbon Emission Characteristics and Sustainable Reduction Strategies for Road Networks: A Simulation of Targeted Road-Segment Control and Vehicle Electrification
Kun Xie, Peixin Guo, Jiayu Bao +3
Using GPS trajectory data from 5,699 vehicles in Beijing (September 2019) and the COPERT emission model, this study analyzes the spatiotemporal characteristics of vehicle carbon emissions on road networks. Incorporating Life Cycle Assessmen…
Peer-reviewed🇨🇳 ChinaJournalAdvanced Functional Materials2026#EV & TransportDOI
Breaking Rate‐Limit of Na <sub>4</sub> Fe <sub>3</sub> (PO <sub>4</sub> ) <sub>2</sub> P <sub>2</sub> O <sub>7</sub> by Quasi‐ALD Derived Ultra‐Low Carbon Coating in High‐Rate Sodium‐Ion Batteries
Anyu Hu, Zekai Wei, Guoxing Wei +5
This study proposes a precursor-induced quasi-ALD carbon deposition strategy to fabricate high-power, stable NFPP@C-FAC cathodes for sodium-ion batteries. The ultrathin, uniform carbon coating with only 1.5% carbon content enhances electron…
PreprintJournal of Development and Integration2026#EV & TransportDOI
Influence of Attitude, Subjective Norms, Perceived Behavioral Control, and Perceived Risk on Generation Z’s Intention to Use Electric Vehicle Services in Ho Chi Minh City
Thi-Trang Tran, Quang-Khai Cao, Nguyen-Hoai-An Pham +1
This study applies the Theory of Planned Behavior to examine factors influencing Gen Z's intention to use electric vehicle services in Ho Chi Minh City, Vietnam. Analyzing 324 survey responses, it finds that attitude, subjective norms, and …
🌍 GlobalJournalZenodo (CERN European Organization for Nuclear Research)2026#EV & TransportDOI
Australia EV Charging Market: Infrastructure Expansion and Strategic Growth Momentum
Next Move Strategy Consulting
The Australia EV charging market is rapidly accelerating due to rising EV adoption, strong policy support, and expanding infrastructure. Increasing public and private investments are strengthening nationwide charging networks, making EV cha…
CNJournalZenodo (CERN European Organization for Nuclear Research)2026#EV & TransportDOI
rwq-cmd/EV-and-carbon-emissions: EV and carbon emissionReproducibility Code Package for the Analysis of Electric Vehicles and Carbon Emissionss
rwq-cmd
This repository provides the data and code for the empirical analysis in the paper 'Increasing the Adoption of Electric Vehicles May Exacerbate Carbon Emissions from Power Plants in China'. The analysis shows that increased EV adoption can …
DatasetMendeley Data2026#EV & TransportDOI
EV adoption and power plants carbon emissions
Wenqian Ren
This paper provides replication materials for an empirical study on the impact of electric vehicle (EV) adoption on power plant CO2 emissions. The dataset and Stata code enable reproduction of all tables and figures.
🇨🇳 ChinaDatasetScienceDB2026#EV & TransportDOI
Dataset for "Micrometer-Scale Carbon Skeleton Optimization Enables Low-Expansion Silicon-Carbon Composites for High-Performance Lithium-Ion Batteries"
Ye Lin, Huang Qiang, Gongchang Peng +4
This dataset provides physicochemical and electrochemical data for low-expansion silicon-carbon composites for Li-ion batteries, including particle size, BET, SEM, TEM, Raman, crush strength, gas evolution, resistivity, electrode swelling, …
Peer-reviewed🇺🇸 USAJournalWorld Electric Vehicle Journal2026#EV & TransportDOI
Future Projections of Lifecycle Cost and Greenhouse Gas Emissions of Light-Duty Vehicles
Karim Hamza, Kenneth Laberteaux, Kang-Ching Chu +1
This paper introduces CarGHG, an open-source tool for lifecycle GHG and total cost of ownership analysis of electrified powertrain vehicles. It analyzes future scenarios for small SUVs in North America, highlighting the need for multiple de…
Peer-reviewedJournalPromet Traffic and Transportation2026#EV & TransportDOI
Assessment of Passenger Car Electrification by Yearly Total CO2 Emission
Lerchner I.
This paper assesses the impact of passenger car electrification on yearly total CO2 emissions. It quantifies emission reductions from EV adoption and evaluates the effectiveness of electrification strategies.
Peer-reviewed🇨🇳 ChinaJournalJournal of Energy Storage2026#EV & TransportDOI
Advances in carbon architectures for high-performance supercapacitors: Challenges and future perspectives
Balaji Chettiannan, Elango Muniappan, Ishwarya Maninathan +4
This review provides a critical overview of recent advancements in carbon-based electrode engineering for supercapacitors, covering hierarchical pore design, binder-free architectures, and flexible device integration. It discusses sustainab…
Peer-reviewed🇨🇳 ChinaJournalSustainability2026#EV & TransportDOI
A Sustainable V2G Incentive Strategy for Multi-Agent Regional Integrated Energy Systems with a Commission-Based Service Fee Mechanism
Yaming Gan, Lingjuan Hou, Fanjun Wang
This paper proposes a commission-based service fee mechanism for V2G incentives in regional integrated energy systems to balance revenue distribution among multiple agents (IESO, ES, CSO, EVA). Case studies show significant increase in effe…
Peer-reviewed🇺🇸 USAJournalChemistry of Materials2026#EV & TransportDOI
Principles of Carbon Scaffold Selection for Silicon/Carbon Composite Battery Anodes
Charles McDaniel, Ian Joyce, Cody Morse +1
This study presents principles for selecting carbon scaffolds in silicon/carbon composite anodes, aiming to enhance lithium-ion battery performance, potentially extending EV driving range. It provides material design guidelines for next-gen…
Peer-reviewedJournalAdvances Jurnal Ekonomi & Bisnis2026#EV & TransportDOI
Analysis of Electric Car Growth in Support of Sustainable Energy Transition and Transportation Solutions in Indonesia
Moh Adistian, Luthviyah Ismayati, Evi Karyani +3
This study analyzes the role of electric vehicle growth in supporting sustainable energy transition in Indonesia using a systematic literature review. Findings show EVs offer higher efficiency and lower costs but depend on charging infrastr…
PreprintCNResearch Square2026#EV & TransportDOI
Multi-objective scheduling of highway PV-storage-charging microgrid clusters with EV-load cascades
Sun Y, Zhao M, Gong P
This paper models EV charging demand at highway service areas as a spatiotemporal cascade considering queue, SOC, and skipping decisions. It integrates this with PV-storage-charging microgrid scheduling to minimize operating cost and carbon…
Peer-reviewed🇨🇳 ChinaJournalChinese Journal of Urban and Environmental Studies2026#EV & TransportDOI
Just Transition in Hubei’s Automotive Industry: Pathways and Lessons
Lei Hu, Xiping Liu, Ci TAN
Using Hubei's 'Wuhan-Xiangyang-Shiyan-Suizhou' auto cluster as a case study, this paper analyzes the logic of just transition under simultaneous ICE contraction and NEV expansion. It identifies a four-dimensional pathway involving instituti…
Peer-reviewedJournalInternational Journal of Innovative Engineering Applications2026#EV & TransportDOI
The Effect of Electric Vehicle Conversion in Public Transportation on Carbon Emissions in Turkey
Seren Arslan, Hikmet Esen
This study evaluates carbon emission reductions if diesel, LPG, and gasoline public transport vehicles in Turkey were converted to fully electric vehicles using Tier 2 and WTW methods. Conversion would reduce emissions from 12,521.57 GgCO2 …
Peer-reviewedJournalResearch in Transportation Business & Management2026#EV & TransportDOI
Policy-driven legal frameworks and incentives in China's EV market: A comparative analysis of decarbonisation strategies across four nations
Md. Ziaul Islam, Luhe Feng, Zeliang Wang
This paper analyzes policy-driven legal frameworks and incentives in China's EV market, comparing decarbonization strategies across four nations (including China). It evaluates how each country's policies affect EV adoption and carbon reduc…
Peer-reviewedJournalWorld Electric Vehicle Journal2026#EV & TransportDOI
Global Implications of China’s EV Dominance: Assessing Benefits, Supply Chain Risks, and Market Concentration
Daniyal Irfan, Xuan Tang
This study assesses global implications of China's EV dominance. By 2030, China is projected to account for 57% of global EV stock, 47% of battery demand, and 2.75 million barrels/day of oil displacement. Supply concentration creates a 92% …
Peer-reviewedCNJournalNature Communications2026#EV & TransportDOI
Behavioral uncertainty in EV charging drives heterogeneous grid load variability under climate goals
Bin Zhang, Qingyao Xin, Siyuan Chen +6
This study quantifies the impact of large-scale EV deployment on power system reliability in China. Carbon-neutrality goals require a 3.2% demand increase and ~220 billion CNY in battery storage by 2050, with behavioral uncertainty amplifyi…