The transport sector is a major contributor to global greenhouse gas emissions, accounting for approximately 14% of the total as noted in [1], and is identified as the largest source of such emissions in the United States [2]. Efforts to mitigate climate change focus on reducing these emissions through electrification and the adoption of zero-carbon fuels within the transport sector [3] and [4].