Zhengyuan Chai

A Framework for Computational Reproducibility in Environmental Science with Support for Machine Learning Applications

Curtin University

Zhengyuan Chai is currently a Ph.D. candidate in Spatial Sciences at the School of Earth and Planetary Sciences, Curtin University, in Western Australia. She completed her Bachelor’s degree in Geographic Information Science, with a dual minor in English, at the School of Resource and Environmental Sciences, Shijiazhuang University.

Chai furthered her academic pursuits by obtaining a Master’s degree in Surveying Engineering from the School of Marine Technology and Geomatics, Jiangsu Ocean University. Her research focuses on spatial-temporal data analysis in environmental science. The project aims to develop a framework that incorporates the FAIR Guiding Principles into the machine learning workflow to facilitate the generation of Analysis Ready Data and significantly improve efficiency and reproducibility.

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