- Experimental Designs
- Multivariate Analysis
- Applications of Machine Learning in Agricultural Sciences
- +۲ مورد دیگر
Anastasios Katsileros is a Lecturer and member of the Laboratory and Teaching Staff at the Department of Crop Science, Faculty of Crop Science, Agricultural University of Athens (AUA). He specializes in Plant Breeding and Biometry, combining expertise in statistical methodologies with agricultural applications. His educational background includes a Bachelor’s degree from AUA’s Department of Crop Science, postgraduate studies in Applied Mathematical Sciences from the National Technical University of Athens (NTUA), and a doctoral dissertation completed at AUA. His research focuses on Experimental Designs , Multivariate Analysis , and Applications of Machine Learning in Agricultural Sciences , alongside Bioinformatics and Data Analysis using tools like R, Python, and JMP. He teaches courses such as Agricultural Experimentation II and Plant Breeding I , emphasizing practical laboratory components and theoretical frameworks. His publications span topics like transcriptomic responses in tomato plants under root cooling, drought stress resilience in Greek grapevines, and statistical software development (e.g., the rhoneycomb R package). He contributes to the Plant Breeding and Biometry Team at AUA, advancing interdisciplinary approaches in crop science.