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.
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🇺🇸 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…
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…
🇺🇸 USAJournal2026#EV & TransportDOI
Carbon Emission Modeling of Consumer Trip Chaining
Jay R. Brown, Maxim A. Bushuev, Alfred L. Guiffrida
This chapter presents a probabilistic methodology using Excel to model and compare the carbon footprint of internal combustion engine vehicles and electric vehicles when consumers engage in trip chaining (combining multiple stops). It highl…
Journal2026#EV & TransportDOI
Electric Aviation: Operational Testing of Low Carbon Aviation Technology
Canada Foundation for Innovation | Fondation canadienne pour l'innovation
This paper examines the operational testing of electric aircraft as a low-carbon aviation technology. It evaluates the carbon reduction potential and practical challenges of electrification in aviation. The findings contribute to decarboniz…
Peer-reviewed🌍 GlobalJournalInternational Journal of Science Strategic Management and Technology2026#EV & TransportDOI
Navigating the Current: A Comprehensive Synthesis of Consumer Resistance and Market Obstacles to Electric Vehicle Diffusion
K. Shivashankar Bhat
This paper systematically reviews multi-dimensional barriers to EV diffusion: infrastructural, economic, behavioral, and operational. It analyzes the 'incentive phase-out paradox' and provides strategic insights for policymakers and stakeho…
Peer-reviewed🌍 GlobalJournalZenodo (CERN European Organization for Nuclear Research)2026#EV & TransportDOI
2030 - switching to electric cars in Europe: what's the catch?
Vasili Isaul
This document analyzes the pitfalls in the EU's 2030 electric vehicle transition plan, using data from ACEA, IEA, and Eurostat. It examines production globalization, vehicle fleet statistics, electricity generation and charging issues, and …
Peer-reviewed🌍 GlobalJournalSAE technical papers on CD-ROM/SAE technical paper series2026#EV & TransportDOI
Forecasting Electric Vehicle Fleet Growth and Energy Requirements in the UK
Bradley Burke, Sunny Kateregga, José Ricardo Sodré
This study models three scenarios for battery electric vehicle (BEV) adoption in the UK, projecting up to 37 million BEVs by 2040, which would increase annual electricity demand by 110 TWh. It underscores the need for accelerated renewable …
Peer-reviewed🌍 GlobalJournalRenewable Energy2026#EV & TransportDOI
Sustainable EV charging via scenario-based optimization of hybrid solar-storage systems: A regionally adaptive approach
Alpaslan Demirci, Zafer Öztürk, Musa Terkeş
This paper proposes a scenario-based optimization method for hybrid solar-storage systems to enhance sustainable EV charging. It achieves regionally adaptive operational planning, maximizing renewable energy utilization and cost reduction.
Peer-reviewed🌍 GlobalJournalNature Cities2026#EV & TransportDOI
Intercity carbon transfers from vehicle electrification
David McCollum
This study quantifies the intercity carbon transfers resulting from vehicle electrification, shifting emissions from tailpipes to power plants. It analyzes how regional grid carbon intensity affects the spatial pattern of these transfers, p…
Peer-reviewed🇨🇳 ChinaJournalNature Cities2026#EV & TransportDOI
Intercity inequality in carbon emission reductions from vehicle electrification in China
Jianing Liu, Longfei Zheng, Huibin Du +6
This study analyzes intercity carbon transfers from plug-in electric vehicles (PEVs) across 285 Chinese cities using over 245 million vehicle registration records. Findings show that economically developed cities transferred 41.8% of their …