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.
Preprint🇪🇺 EuropeResearch Square2026#EV & TransportDOI
Evaluating Electric Vehicle and Heat Pump Flexibility Potential: A Socio-Technical Perspective on Demand-Side Flexibility
Regina Hemm, Viktoria Illyés, Bin Hu +2
This paper evaluates the demand-side flexibility potential of electric vehicles and heat pumps from a socio-technical perspective, examining how distributed resources can contribute to the energy transition.
🇪🇺 EuropeJournalLeiden Repository (Leiden University)2026#EV & TransportDOI
Driving the sustainable transition
C. Tang
This study assesses material cycles of lithium, cobalt, nickel and GHG emissions during the EU's electric mobility transition to 2040 using material flow analysis and vehicle use scenarios. It finds that advancing battery technologies, circ…
PreprintZenodo2026#EV & TransportDOI
Intelligent Optimization of Battery Management System Parameters for Improved Performance of LiFePO₄ Batteries in Electric Vehicles
Neelima Dudhe, Z J.Khan
This paper presents comprehensive optimization of Battery Management System (BMS) parameters for LiFePO4 batteries in electric vehicles, focusing on State of Charge (SOC) estimation. Key parameters include voltage balance, thermal managemen…
Peer-reviewedJournalEnvironmental Research Letters2016#EV & TransportDOI
The size and range effect: Lifecycle greenhouse gas emissions of electric vehicles
Ellingsen L.A.W.
This paper analyzes how vehicle size and driving range affect lifecycle greenhouse gas emissions of electric vehicles. It quantifies the trade-off between increased battery production emissions and reduced operational emissions, suggesting …
Peer-reviewed🇨🇳 ChinaJournalJournal of Engineering Design2026#EV & TransportDOI
Sustainable design of new energy vehicle forms based on visual attention sequences and the Kolmogorov-Arnold Transformer
Xinhui Kang, Ziteng Zhao, Zimo Chen
This paper proposes a sustainable design approach for new energy vehicle (NEV) forms by integrating visual focus sequences with Kolmogorov-Arnold Transformer (KAT). Eye-tracking captures user focus; morphological decomposition is constructe…
Peer-reviewed🇨🇳 ChinaJournalWorld Electric Vehicle Journal2026#EV & TransportDOI
Vehicle-to-Grid Systems for Renewable Energy Integration: Scheduling, Economics, and User Engagement
Peiying Zhang, Xiangguo Zheng, Yujie Yuan +2
This review systematically synthesizes recent advances in Vehicle-to-Grid (V2G) systems for renewable energy integration, focusing on coordinated scheduling, economic mechanisms, battery degradation, and user engagement. It covers technical…
CNDatasetZenodo2026#EV & TransportDOI
Data and code for "Spatial mismatch between public EV charging supply and travel-derived decarbonisation opportunity: a diagnose–attribute–site framework for central Shanghai"
Anonymous
This study examines the spatial mismatch between public EV charging supply and travel-derived decarbonization opportunity across 1,494 grid cells in central Shanghai. It employs 2SFCA accessibility, bivariate LISA, GeoShapley-style attribut…
Peer-reviewedJournalFrontiers in Sustainability2026#EV & TransportDOI
Sustainable reverse logistics network design for end-of-life electric vehicle batteries under uncertainty: a fuzzy chance-constrained multi-objective approach for Saudi Arabia
Majdi Argoubi, Khaled Mili
Proposes a fuzzy multi-objective optimization model for designing a reverse logistics network for end-of-life EV batteries in Saudi Arabia. The model balances economic and environmental costs under uncertainty. A case study in Riyadh shows …
PreprintZenodo2026#EV & TransportDOI
Piezoelectric Roads System with Wireless Electric Vehicle Charging
Shubham Ghanekar, Mandar Chavan, Sujal Natekar +1
This paper proposes a system that harvests mechanical energy from vehicle movement using piezoelectric sensors embedded in roads, converts it to electricity, stores it, and uses it for wireless EV charging via inductive coupling. The system…
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…