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-reviewed · JournalEnergy2023#EV & TransportDOI
An evolutionary game analysis of new energy vehicles promotion considering carbon tax in post-subsidy era
Liao D.
This paper uses evolutionary game theory to analyze the role of carbon tax in promoting new energy vehicles (NEVs) after subsidies end. It models interactions among government, automakers, and consumers, evaluating optimal carbon tax levels…
🇺🇸 USA📚 Peer-reviewed · JournalEnergy Policy2025#EV & TransportDOI
Charging forward: A greenhouse gas emissions analysis of New York State's electric vehicle and clean energy goals
Kear S.
This paper analyzes the greenhouse gas emissions impacts of New York State's electric vehicle adoption and clean energy goals. It quantifies the synergistic effects of EV deployment and renewable energy expansion, demonstrating the effectiv…
🇺🇸 USA📚 Peer-reviewed · JournalLibra2026#EV & TransportDOI
A Data-Driven Framework for Fleet Electrification Planning: Integrating Total Cost of Ownership Analysis for University Facilities Management, Interagency Conflict in U.S. Climate and Vehicle Emissions Policy Before Massachusetts v. EPA
Nick DiCintio
This paper presents a data-driven framework for fleet electrification planning for a university's facilities management, integrating total cost of ownership analysis with telematics data. It finds that strategic replacement of high-emitting…
📚 Peer-reviewed · JournalInternational Journal of Powertrains2026#EV & TransportDOI
Range-extended Electric Trucks by Using Low CI Biofuels for Carbon Circulation
Hailong Wang, Marcis Jansons, Xubin Song
Proposes range-extended electric trucks using low carbon intensity biofuels to achieve carbon circulation. Combines EV technology with biofuels to decarbonize the transport sector.
🇺🇸 USA📚 Peer-reviewed · JournalLibra2026#EV & TransportDOI
A Data-Driven Framework for Fleet Electrification Planning: Integrating Total Cost of Ownership Analysis for University Facilities Management; The Hidden Costs of Clean Technology: Social Costs of the Electric Vehicle Transition Across Global Networks
Liam Tuohy
This portfolio combines a TCO model for fleet electrification at the University of Virginia with an STS paper tracing social costs across the EV supply chain—from lithium and cobalt extraction to battery manufacturing and e-waste. The TCO m…
📚 Peer-reviewed · JournalTravel Behaviour and Society2026#EV & TransportDOI
Green mobility with battery electric buses: a review of transition and circularity integration
Syed Naveel Hussain, Kasun Hewage, Muhammad Zahid +1
This review examines the transition to battery electric buses (BEB) and integration of circular economy principles. It analyzes drivers and barriers for BEB adoption, and circularity challenges such as battery recycling and bus body reuse, …
📚 Peer-reviewed · JournalTransportation Research Record2025#EV & TransportDOI
Sustainable Wheels of Fortune: Understanding the Asymmetric Bond between Green Finance and Electric Vehicle Adoption
Zhao Y.
This study analyzes the asymmetric impact of green finance on electric vehicle (EV) adoption. It quantifies how different financial mechanisms affect EV uptake rates, revealing that effectiveness varies with financing conditions and policy …
🇺🇸 USA📚 Peer-reviewed · JournalEnvironmental Research Letters2023#EV & TransportDOI
Mapping electric vehicle impacts: greenhouse gas emissions, fuel costs, and energy justice in the United States
Vega-Perkins J.
This paper maps the impacts of electric vehicle adoption in the United States on greenhouse gas emissions, fuel costs, and energy justice, highlighting regional disparities and the need for equitable policies.
📚 Peer-reviewed · JournalNature Communications2018#EV & TransportDOI
Energy use and life cycle greenhouse gas emissions of drones for commercial package delivery
Stolaroff J.K.
This paper quantifies energy use and lifecycle GHG emissions of commercial drone delivery, comparing to conventional methods. It finds that under certain conditions, drones can reduce emissions, highlighting potential for low-carbon logisti…
🇺🇸 USA📚 Peer-reviewed · JournalFrontiers in Big Data2021#EV & TransportDOI
Comparative Analysis of Energy Use and Greenhouse Gas Emission of Diesel and Electric Trucks for Food Distribution in Gowanus District of New York City
Elangovan R.
This paper presents a case study comparing energy use and greenhouse gas emissions of diesel vs. electric trucks for food distribution in New York City's Gowanus district. It finds that electric trucks significantly reduce emissions, highli…
🇪🇺 Europe📚 Peer-reviewed · JournalEnergies2025#EV & TransportDOI
Study of the Greenhouse Gas Emissions from Electric Buses Powered by Renewable Energy Sources in Poland
Folęga P.
This study evaluates the greenhouse gas emissions of electric buses charged with renewable energy in Poland. It finds that using renewables significantly reduces emissions compared to conventional diesel buses. Even considering Poland's cur…
🇺🇸 USA📚 Peer-reviewed · JournalNature Energy2025#EV & TransportDOI
Vehicle-to-home charging can cut costs and greenhouse gas emissions across the USA
Chen J.
Analyzes vehicle-to-home (V2H) charging across the USA, showing that V2H can simultaneously reduce electricity costs and greenhouse gas emissions, with regional variations highlighted.
📚 Peer-reviewed · ConferenceE3s Web of Conferences2024#EV & TransportDOI
Reducing Greenhouse Gas Emissions in Transportation using Electric Vehicles and Simulation Modeling
Sehgal A.
This paper uses simulation modeling to assess the impact of electric vehicle (EV) adoption on greenhouse gas emissions in the transportation sector. It quantifies emission reductions under various adoption scenarios, providing insights for …
Preprint2026#EV & TransportDOI
Prospectus for Electric, Hybrid, and Hydrogen Vehicles in Indonesia
darwisman, samuel
This paper systematically analyzes the strategic deployment of BEVs, HEVs, PHEVs, and hydrogen fuel cell vehicles in Indonesia to achieve net-zero by 2060. It highlights leveraging Indonesia's dominant nickel reserves for battery supply cha…
📚 Peer-reviewed · JournalEconomic Sciences.2026#EV & TransportDOI
Abating The Carbon Foot Print Reduction of Automotive Transports Through Adoption of Electronic Vehicles
Dr. D. SUMATHI VIJAYALAKSHMI R
This study analyzes the role of electric vehicles (EVs) in reducing carbon emissions based on a survey of 50 EV users in Chennai, India. It identifies purchase motivations and challenges (infrastructure, policy) and discusses the potential …
🇺🇸 USA📚 Peer-reviewed · JournalEnvironmental Research Letters2026#EV & TransportDOI
Determinants of electric vehicle emissions savings and costs across locations and individuals
Marco Miotti, Jessika E Trancik
This study evaluates how electricity mix, driving behavior, climate, and prices affect lifecycle emissions and costs of BEVs and PHEVs across the US. It finds that BEVs save 40-60% emissions in most locations, but variability from individua…
📚 Peer-reviewed · JournalIEEE transactions on consumer electronics2026#EV & TransportDOI
Osprey Optimization Algorithm-Based Power Quality Enhanced Grid Interfaced Green Energy Fed Electric Vehicle Charging for Industrial/House Hold Consumers
K. Srilakshmi, P. Balachandran, Muhammad Ammirrul Atiqi Mohd Zainuri
This paper applies the Osprey Optimization Algorithm (OOA) to optimize parameters of a UPQC for grid-connected systems integrating wind, solar, and EVs. It also employs Levenberg-Marquardt backpropagation neural network control and a novel …
🌍 Global📚 Peer-reviewed · JournalSustainability2026#EV & TransportDOI
Reinforcement Learning-Based Energy Management for Sustainable Electrified Urban Transportation with Renewable Energy Integration: A Case Study of Alexandria, Egypt
Amany El-Zonkoly
This paper proposes an optimal energy management strategy integrating PV systems and green hydrogen into the electrified urban transportation system of Alexandria, Egypt. A modified multi-agent reinforcement learning approach handles demand…
🇨🇳 China📚 Peer-reviewed · JournalEnergies2026#EV & TransportDOI
Operation Optimization of Electric Vehicle Battery Swapping Stations via Virtual Power Plant and Carbon Trading
Xieyu Hu, Y Huang, Yilin Huang +3
This study proposes a collaborative optimization method integrating virtual power plants (VPPs) and carbon trading for electric vehicle battery swapping stations (BSSs). By dynamically adjusting charging and discharging schedules, the appro…
🌍 Global📚 Peer-reviewed · JournalWorld Electric Vehicle Journal2026#EV & TransportDOI
A Data-Driven Framework for Electric Vehicle Charging Infrastructure Planning: Demand Estimation, Economic Feasibility, and Spatial Equity
Mahmoud Shaat, Farhad Oroumchian, Zina Abohaia +1
This study develops a scenario-based framework to estimate EV charging infrastructure needs in Abu Dhabi through 2050, comparing two adoption pathways. The Thriving scenario, despite higher capital investment, yields better utilization, spa…