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 · JournalResources Conservation & Recycling Advances2026#EV & TransportDOI
Rare-Earth Substitution as a Resource Strategy for EV Traction Motors: Design Compensation Trade-Offs and Break-Even Electricity Carbon Intensity
Danyang Cui, Lena Max, Cecilia Boström +1
This study evaluates rare-earth substitution in EV traction motors via life cycle assessment, comparing NdFeB and ferrite motors. It identifies a break-even electricity carbon intensity of ~60 g CO₂-eq/kWh, where below this threshold, the h…
🇪🇺 Europe📚 Peer-reviewed · Journal2026#EV & TransportDOI
Four reasons electric vehicle targets shouldn’t be weakened
Jagannadha Tamvada, Mili Shrivastava
This article argues against weakening electric vehicle (EV) adoption targets, presenting four key reasons: climate change mitigation, economic growth, technological innovation, and public health benefits. It contends that maintaining ambiti…
📚 Peer-reviewed · JournalDiscover Sustainability2026#EV & TransportDOI
Consumer perceptions and behavior in driving electric vehicle adoption for climate change mitigation in India
Ashish Kumar, Jeng Shiun Lim, Vijay Rathee +2
This study analyzes factors influencing EV purchase intention in India using the PESTEL model. A survey of 513 participants found that political, technological, environmental, and legal factors strongly influence adoption, while economic an…
🇪🇺 Europe📚 Peer-reviewed · JournalJournal of Contemporary Central and Eastern Europe2026#EV & TransportDOI
A political economy of small affordable electric vehicles in Central and Eastern Europe’s energy transition
Bing Xiao, Sophie Nivoix
This paper examines the political economy of small affordable electric vehicles (EVs) in the energy transition of Central and Eastern Europe. It analyzes how policy, economic factors, and social acceptance influence EV adoption, identifying…
CNPreprintarXiv (Cornell University)2026#EV & TransportDOI
Quantifying real-world energy use and CO2 emissions of electric vehicles via a city-scale bottom-up framework
Shuhan Ge, Yanqiao Deng, Minda Ma
Using Shanghai as a case study, this study develops a bottom-up framework to quantify real-world energy intensity and CO2 emissions for all EV models from July 2022 to December 2024. It finds systematic underestimation by test cycles: BEVs …
🌍 Global📚 Peer-reviewed · JournalWorld Electric Vehicle Journal2026#EV & TransportDOI
A Multi-Objective Framework for Cost and Carbon-Optimal Vehicle Electrification Under Grid Constraints
K. J. Mpiana, Sunetra Chowdhury
This study develops a multi-objective framework to optimize vehicle electrification for both cost and carbon emissions, considering grid constraints and renewable energy share. It derives conditions for EVs to outperform ICE vehicles and id…
📚 Peer-reviewed · JournalEngineering Reports2026#EV & TransportDOI
A Review Into the Obstacles and Motivating Factors Behind the Endeavor to Achieve Sustainable Development and Decrease Greenhouse Gas Emissions by Utilizing Hybrid Vehicles
Tajdini F.
This review systematically organizes factors that promote or hinder the adoption of hybrid vehicles, evaluating their contribution to sustainability and GHG reduction from perspectives such as cost, infrastructure, and policy incentives. It…
🇺🇸 USA📚 Peer-reviewed · JournalTransportation Research Part D Transport and Environment2025#EV & TransportDOI
Hierarchical analysis of US electric vehicle subsidies for carbon emission mitigation
Su B.
This paper hierarchically analyzes the impact of US electric vehicle (EV) subsidies on carbon emission mitigation. It quantitatively evaluates policy effectiveness and provides insights for efficient subsidy design.
📚 Peer-reviewed · JournalNature Sustainability2026#EV & TransportDOI
Rooftop photovoltaic-powered electric vehicle charging for accelerated decarbonization
Linlin You, Rui Zhu, Paolo Santi +9
This paper explores the potential of rooftop photovoltaic (PV) systems for powering electric vehicle (EV) charging, contributing to accelerated decarbonization. It quantitatively evaluates the synergistic effect of combining renewable energ…
🌍 Global📚 Peer-reviewed · JournalInternational Journal of Creative and Open Research in Engineering and Management2026#EV & TransportDOI
Analysis of Hybrid Energy Storage System for EV Battery Charging System in PSIM
Prity Kumari, Shweta Raj Shweta Raj, Sachindra Kumar Verma Sachindra Kumar Verma
This paper proposes a hybrid energy storage system (HESS) integrating lithium-ion batteries and supercapacitors for EV battery charging. It designs energy management strategies and control algorithms, demonstrating improvements in efficienc…
🌍 GlobalPreprintZenodo2026#EV & TransportDOI
ELECTRIC VEHICLES: DEVELOPMENT AND EVOLUTION
Azizov Shavkat Abdurakhmanovich Professor, Karshi State Technical University
This article examines the historical development and technological evolution of electric vehicles (EVs) from early experiments in the 19th century to modern advanced systems. It analyzes key technological milestones, economic factors, and e…
PreprintZenodo2026#EV & TransportDOI
ELECTRIC AND HYBRID VEHICLES AND THEIR APPLICATIONS
Khalilov Jakhongir Mansur ogli Associate Professor, Department of Vehicle Engineering, Bukhara State Technical University Doctor of Philosophy in Technical Sciences (PhD) e-mail: xalilov.jahongir9...
This paper provides a scientific analysis of electric and hybrid vehicles, covering structural design, operating principles, energy efficiency, and environmental benefits. It examines electric motors, lithium-ion batteries, regenerative bra…
🌍 Global📚 Peer-reviewed · JournalFuel Cells2026#EV & TransportDOI
A Levenberg–Marquardt Learning‐Based Artificial Neural Network Controller for Battery Charging in Hydrogen and Solar‐Powered Electric Vehicle Stations
Mustafa Özden, Davut Ertekin
This paper proposes a DC-DC converter topology for EV charging stations powered by hydrogen fuel cells or solar arrays, featuring low input current ripple and reduced voltage stress. The converter uses switched inductor and switched capacit…
🇨🇳 China📚 Peer-reviewed · JournalBatteries & Supercaps2026#EV & TransportDOI
Study on Flexible Styrene‐Ethylene‐Butylene‐Styrene‐Coal Gangue Composite Phase Change Encapsulation Materials for Battery Thermal Management
Lin Huang, Like Wang, Zeyang Li +2
This study develops a flexible composite phase change material (CPCM) using coal gangue waste and paraffin wax for battery thermal management. The CPCM prevents leakage, improves thermal conductivity by over 100%, and extends safe operation…
CN📚 Peer-reviewed · JournalSpringer Link (Chiba Institute of Technology)2026#EV & TransportDOI
Research on Lightweight Design and Diversified Material Combinations for New Energy Vehicles
Junyu Pan
This paper addresses challenges of limited range and high energy consumption in new energy vehicles through lightweight design. It examines multimaterial technologies, topological optimization, and process innovations, focusing on battery c…
🌍 Global📚 Peer-reviewed · JournalStrathprints: The University of Strathclyde institutional repository (University of Strathclyde)2026#EV & Transport
Critical and bulk material considerations for designing low-carbon transport-energy pathways in Kenya
Karla Cervantes Barron, James Dixon, Joshua Oduor +7
This paper evaluates critical and bulk material demand and associated emissions for Kenya's transport-energy futures using a bottom-up model (TEAM-Kenya) and material demand projection tool (Mat-dp). Four pathways with varying government in…
🇨🇳 ChinaPreprintResearch Square2026#EV & TransportDOI
Study on Manufacturers' Operational Decisions under Different Production and R&D Strategies of New Energy Vehicle Batteries in the Context of Low Carbon Economy
Junlan Tan, Hongxia Chen, Deibin Yang +3
This study analyzes how production and R&D strategies for new energy vehicle batteries affect manufacturers' operational decisions in a low-carbon economy. Focusing on Chinese manufacturers, it examines optimal production quantities and pri…
🇪🇺 EuropeDatasetZenodo2026#EV & TransportDOI
Replication data and code for: Bridging or Blocking? Dynamic Co-movement between Plug-in Hybrid and Battery Electric Passenger-Car Registrations in Italy
Bonacina, Monica
This study analyzes the dynamic co-movement between plug-in hybrid (PHEV) and battery electric vehicle (BEV) registrations in Italy using monthly data from January 2018 to March 2026. It provides a novel dataset including policy-support ind…
🇪🇺 EuropeDatasetZenodo2026#EV & TransportDOI
Replication data and code for: Bridging or Blocking? Dynamic Co-movement between Plug-in Hybrid and Battery Electric Passenger-Car Registrations in Italy
Bonacina, Monica
This replication package provides monthly data and Python scripts for the paper examining the co-movement between plug-in hybrid and battery electric vehicle registrations in Italy. It covers 2018-2026 and includes policy-support indices, w…
🌍 GlobalPreprintResearch Square2026#EV & TransportDOI
A Machine Learning–Based Optimal Charging Strategy for PV- Assisted Electric Vehicle Systems Incorporating Second-Life Batteries under Degradation Constraints
Ezzat A, Abdel-Khalik AS, Hamdy RA +1
This paper proposes a machine learning-based energy management system for PV-assisted EV and second-life battery charging, using XGBoost to predict optimal charging duration classes. The approach improves PV self-consumption by 22% while re…