Publications

Space Physics

These works provide an overview of my research in space plasma physics at Saturn and applied machine learning techniques for planetary science.

Cheng, I., Achilleos, N., Masters, A., Lewis, G., Kane, M., & Guio, P. (2021). “Electron bulk heating at Saturn’s magnetopause.” Journal of Geophysical Research: Space Physics, 126. Full text available at Journal of Geophysical Research .
Cheng, I.K., Achilleos, N., Smith, A. (2022) “Automated bow shock and magnetopause boundary detection with Cassini using threshold and deep learning methods.” Front. Astron. Space Sci. 9:1016453. Full text available at Frontiers in Astronomy and Space Sciences

These works provide an overview of my research in social science data analysis with the use of machine learning techniques.

Cheng, I.K., Heyl, J., Lad, N., Facini G., & Grout Z. (2021). “Evaluation of Twitter data for an emerging crisis: an application to the first wave of COVID-19 in the UK.” Sci Rep 11, 19009. Full text available at Nature Scientific Reports .

These works provide an overview of my research in sustainability data analysis with the use of machine learning techniques.

Cheng, I.K., Leong, K.K. (2022). “Data-driven decarbonisation pathways for reducing life cycle GHG emissions from food waste in the hospitality & food service sectors.” Full text available at Nature Scientific Reports . In collection: Sustainability Top 100 of 2023 .

These works provide an overview of my research written for outreach purposes.

Cheng, I.K., Millas D. (2023). “How can neural networks provide insights into Saturn’s magnetosphere?” Full text available at the Greek outreach group 2-minute Science .