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…
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 …
🌍 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…
🌍 Global📚 Peer-reviewed · JournalRenewable and Sustainable Energy Reviews2022#EV & TransportDOI
When, where and how can the electrification of passenger cars reduce greenhouse gas emissions?
Sacchi R.
This paper analyzes the conditions (when, where, how) under which electrification of passenger cars reduces GHG emissions, considering regional electricity mix and driving patterns.
CN📚 Peer-reviewed · JournalScientific Data2026#EV & TransportDOI
A high-resolution dataset on costs and greenhouse gas emissions of battery recycling in China
Haoyang Li, Han Hao, Xin Sun +6
This paper provides a high-resolution dataset on costs and GHG emissions for battery recycling in China, enabling evaluation of environmental and economic performance to support decarbonization strategies.
🇪🇺 EuropeJournalPubData2026#EV & TransportDOI
Transition and Transformation in Electric Mobility
Lea Gathen
This dissertation examines how narratives, policy frameworks, and actor perspectives shape the transition to e-mobility in Lower Saxony, Germany. It finds that fragmented responsibilities and limited institutional capacities hinder effectiv…
🌍 Global📚 Peer-reviewed · JournalEnergy2026#EV & TransportDOI
The impact of solid-state batteries in electric vehicles and the energy transition on greenhouse gas emissions of batteries from the life cycle perspective
Jianwen Chu, Huiquan Li, Qiang Li
This paper analyzes the impact of solid-state batteries in electric vehicles and the energy transition on greenhouse gas emissions from a life cycle perspective. Solid-state batteries offer higher energy density and safety but may have high…
🇪🇺 Europe📚 Peer-reviewed · JournalArXiv.org2026#EV & Transport
Community-to-Vehicle: Integrating Electric Vehicles into Energy Communities -- A Swiss Case Study
Na Li, Dong Li, Stavros Orfanoudakis +4
This paper introduces the Community-to-Vehicle (C2V) concept to bridge the institutional gap between local energy communities and public EV charging. Using a Swiss case study, scenarios show that C2V significantly improves local PV utilizat…
🇪🇺 Europe📚 Peer-reviewed · JournalLirias (KU Leuven)2026#EV & Transport
Analyse van de integratiecapaciteit in passieve en actieve distributienetwerken
Hossein Fani
This dissertation proposes risk-based frameworks for assessing hosting capacity (HC) of EVs and PVs in distribution networks. For passive networks, it develops stochastic HC using Monte Carlo scenarios and Value at Risk, highlighting EV cha…
🇪🇺 Europe📚 Peer-reviewed · JournalWorld Electric Vehicle Journal2026#EV & TransportDOI
How Greenhouse Gas Emissions Evolve When Changing from an ICE to a BEV Fleet
Benjamin Reuter
This study simulates the temporal dynamics of greenhouse gas emissions during the transition from internal combustion engine to battery electric vehicles in Germany's passenger car fleet. It finds a 10-20 year time lag between changes in ne…
🇨🇳 China📚 Peer-reviewed · JournalNature Health2026#EV & TransportDOI
Reduced urban air pollution and mortality from the transition to new energy vehicles in China
Qianqian Yang, Quan Yuan, Qiangqiang Yuan +5
This paper empirically demonstrates that the transition to new energy vehicles (NEVs) reduces urban air pollution and associated mortality in China. It provides evidence on the health co-benefits of EV adoption, linking decarbonization to p…
🇨🇳 China📚 Peer-reviewed · JournalMachines2026#EV & TransportDOI
Vehicle-to-Grid Integration in Smart Energy Systems: An Overview of Enabling Technologies, System-Level Impacts, and Open Issues
Haozheng Yu, Congying Wu, Yu Liu
This paper provides a comprehensive review of Vehicle-to-Grid (V2G) integration into smart energy systems. It analyzes key enabling technologies (bidirectional charging, aggregation, communication, data-driven control) from a system-level p…
🌍 Global📚 Peer-reviewed · JournalInternational Journal of Innovative Science and Research Technology (IJISRT)2026#EV & TransportDOI
Battery Technologies for Electric Vehicles: Historical Progress, Contemporary Applications, and Future Prospects
G. Sai Kumar, N. Akhil, B. Pavan +5
This comprehensive review traces the evolution of battery technologies for electric vehicles, from lead-acid to lithium-ion and beyond. It covers key breakthroughs, challenges in energy density, cost, and environment, and discusses future p…
🌍 Global📚 Peer-reviewed · JournalDiscover Global Society2025#EV & TransportDOI
Decarbonising urban transport: an overview of electric vehicles, public transport, and sustainable infrastructure in achieving net-zero emissions
Ndhlovu E.
This paper provides an overview of decarbonising urban transport, focusing on electric vehicles, public transport, and sustainable infrastructure in achieving net-zero emissions. It discusses the integration of policies and technologies.
CN📚 Peer-reviewed · JournalCarbon Neutrality2026#EV & TransportDOI
Current status and prospects of fuel cell electric vehicle industrialization in China
Sai Luo, Kaihang Zhang, Guangwei Li +4
This paper reviews the current status of fuel cell electric vehicle (FCEV) industrialization in China and discusses future prospects. It outlines policy support, technological progress, and infrastructure development, while identifying chal…
🌍 Global📚 Peer-reviewed · JournalJournal of Information Systems Engineering & Management2026#EV & TransportDOI
AI-Based Carbon Emissions Monitoring for Electric Vehicles: A Technical Review
Raghavendra Kurva
This technical review examines AI and machine learning approaches for real-time carbon footprint monitoring of electric vehicles (EVs). By integrating data from sensors, vehicle systems, and recycling facilities, dynamic emission profiles a…
🌍 GlobalSAE technical paper series2026#EV & TransportDOI
Life Cycle Assessment for Sustainable EV Battery Recycling: A Technical Framework for EBRR
Gayathri Asokan, Rajkumar Raju cEng, Chandan Dhananjaya +1
This paper proposes a technical framework for life cycle assessment (LCA) specifically for EV battery recycling. It identifies mining and manufacturing as carbon hotspots, and shows that end-of-life strategies like hydrometallurgical recycl…